PG-TFNet: Transformer-based Fusion Network Integrating Pathological Images and Genomic Data for Cancer Survival Analysis (English)
- New search for: Lv, Zhilong
- New search for: Lin, Yuexiao
- New search for: Yan, Rui
- New search for: Yang, Zhenghe
- New search for: Wang, Ying
- New search for: Zhang, Fa
- New search for: Lv, Zhilong
- New search for: Lin, Yuexiao
- New search for: Yan, Rui
- New search for: Yang, Zhenghe
- New search for: Wang, Ying
- New search for: Zhang, Fa
In:
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
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491-496
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2021
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ISBN:
- Conference paper / Electronic Resource
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Title:PG-TFNet: Transformer-based Fusion Network Integrating Pathological Images and Genomic Data for Cancer Survival Analysis
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Contributors:Lv, Zhilong ( author ) / Lin, Yuexiao ( author ) / Yan, Rui ( author ) / Yang, Zhenghe ( author ) / Wang, Ying ( author ) / Zhang, Fa ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2021-12-09
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Size:4699634 byte
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Abstract: Variation in GPCR signaling: Implications for drug discoveryBabu, M. Madan et al. | 2021
- 1
-
Doc-to-Doc Recommender for Medical Literature with Similarity of Molecule GraphsQu, Jingwei / Jing, Zhixuan / Li, Xiangbin / Yu, Yang / Lin, Hongxiang / Lyu, Xiaoqing / Tang, Zhi et al. | 2021
- 1
-
Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity?Yang, Hongliu / Eberlein, Matthias / Muller, Jens / Tetzlaff, Ronald et al. | 2021
- 1
-
Automated Data Cleaning for the Muse EEGDelorme, Arnaud / Martin, Jeffery A. et al. | 2021
- 1
-
Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And OntologiesGeller, James / Kollapally, Navya Martin et al. | 2021
- 1
-
Improving the Visualization and Dicomization process for the Stacked Whole Slide ImagingGupta, Yubraj / Costa, Carlos / Pinho, Eduardo / Silva, Luis A. Bastiao et al. | 2021
- 1
-
A combined Feature extraction technique for cancer classification based on deep learning approachMishra, Surabhi / Bhattacharya, Mahua et al. | 2021
- 1
-
Brain imaging genetics: integrated analysis and machine learningShen, Li et al. | 2021
- 1
-
ALLNet: A Hybrid Convolutional Neural Network to Improve Diagnosis of Acute Lymphocytic Leukemia (ALL) in White Blood CellsMattapalli, Sai / Athavale, Rishi et al. | 2021
- 4
-
Abstract: Explainable artificial intelligence and single cell genomics to understand the cellular complexity of human brainH.Scheuermann, Richard et al. | 2021
- 5
-
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- 12
-
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- 18
-
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- 24
-
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- 32
-
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- 38
-
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- 44
-
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- 50
-
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- 58
-
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- 64
-
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- 72
-
Subspace Modeling for Classification of Protein Secondary Structure Elements from Cα TraceSekmen, Ali / Nasr, Kamal Al / Jones, Christopher et al. | 2021
- 80
-
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- 86
-
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- 92
-
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- 98
-
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- 104
-
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- 112
-
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- 118
-
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- 125
-
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- 131
-
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- 137
-
Heterogeneous Graph Convolutional Network integrates Multi-modal Similarities for Drug-Target Interaction PredictionJiang, Lu / Sun, Jiahao / Wang, Yue / Ning, Qiao / Luo, Na / Yin, Minghao et al. | 2021
- 141
-
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- 145
-
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- 151
-
Representation of Chromosome Conformations Using a Shape Alphabet Across Modeling MethodsSoto, Carlos / Dalgarno, Audrey / Bryner, Darshan / McLaughlin, Benjamin / Neretti, Nicola / Srivastava, Anuj et al. | 2021
- 157
-
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- 163
-
Heterogeneous Cryo-EM Projection Image Classification Based on Common LinesWang, Xiangwen / Lu, Yonggang et al. | 2021
- 167
-
Predicting RNA-RBP Interactions by Using a Pseudo-Siamese NetworkWang, Fu / Yuan, Liangliang / Yang, Yang et al. | 2021
- 171
-
Multi-label Metabolic Pathway Prediction with Auto Molecular Structure Representation LearningChen, Jiamin / Gao, Jianliang / Lyu, Tengfei / Oloulade, Babatounde Moctard / Hu, Xiaohua et al. | 2021
- 177
-
LADstackING: Stacking Ensemble Learning-based Computational Model for Predicting Potential LncRNA-disease AssociationsLi, Jiechen / Zeng, Xiangxiang / Dou, Yong / Xia, Fei / Peng, Shaoliang et al. | 2021
- 183
-
GCNSDA: Predicting snoRNA-disease associations via graph convolutional networkLiu, Dayun / Luo, Yi / Zheng, Jingjing / Xu, Hanlin / Zhang, Jiaxuan / Deng, Lei et al. | 2021
- 189
-
Graph Attention Mechanism-based Deep Tensor Factorization for Predicting disease-associated miRNA-miRNA pairsLuo, Jiawei / Lai, Zihan / Shen, Cong / Liu, Pei / Shi, Heyuan et al. | 2021
- 197
-
High Fidelity Modeling of Pulse Dynamics using Logic NetworksLyman, Cole A. / Morris, Matthew M. / Richman, Spencer / Cao, Hongbao / Scerri, Antony / Cheadle, Chris / Broderick, Gordon et al. | 2021
- 205
-
CMIVGSD: circRNA-miRNA Interaction Prediction Based on Variational Graph Auto-Encoder and Singular Value DecompositionQian, Yurong / Zheng, Jingjing / Zhang, Zhe / Jiang, Ying / Zhang, Jiaxuan / Deng, Lei et al. | 2021
- 211
-
Genome-Phenome Association Prediction by Deep Factorizing Heterogeneous Molecular NetworkTan, Haojiang / Qiu, Sichao / Wang, Jun / Yu, Guoxian / Guo, Wei / Guo, Maozu et al. | 2021
- 217
-
LGCMDS: Predicting miRNA-Drug Sensitivity based on Light Graph Convolution NetworkYu, Song / Xu, Hanlin / Li, Yizhan / Liu, Dayun / Deng, Lei et al. | 2021
- 223
-
MKG: a mutual information based method to infer single cell gene regulatory networkZeng, Yanping / Yan, Xuhua / Liang, Zhenlan / Zheng, Ruiqing / Li, Min et al. | 2021
- 229
-
Identifying virus-receptor interactions through matrix completion with similarity fusionZhu, Lingzhi / Duan, Guihua / Yan, Cheng / Wang, Jianxin et al. | 2021
- 235
-
Pm6 A: an Integrated Classification Algorithm for 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Identifying m6 A SitesZuo, Yun / Liu, Xiangrong / Zeng, Xiangxiang et al. | 2021
- 241
-
COMNA: Core-attachment based protein complex detection via multiple network alignmentChen, Yaoran / Zhu, Yuanyuan / Zhong, Ming / Liu, Juan et al. | 2021
- 245
-
Identification of Crosstalk between Biological Pathway Routes in Cancer CohortsJoshi, Pujan / Wang, Honglin / Jaramillo, Salvatore / Hong, Seung-Hyun / Giardina, Charles / Shin, Dong-Guk et al. | 2021
- 249
-
SCOTCluster: Deep Clustering with Optimal Transport for Large-scale Single-cell RNA-seq DataLong, Faning / Ding, Xiaojun / Peng, Xiaoqing / Wang, Jianxin / Zhu, Xiaoshu et al. | 2021
- 253
-
Meta-Analysis of cortical inhibitory interneurons markers landscape and their performances in scRNA-seq studies.Martini, Lorenzo / Bardini, Roberta / Di Carlo, Stefano et al. | 2021
- 259
-
An Efficient Methodology for PK-PD Data Analysis Based on Novel Bound Selection and Modified Spiral Dynamic Optimization MethodsNarayanan, Advaith Nila / Koneti, Geervani et al. | 2021
- 266
-
Multi-type Microbial Relation Extraction by Transfer LearningSun, Xia / Fu, Chengcheng / Liu, Suoqi / Chen, Wenjie / Zhong, Ran / He, Tingting / Jiang, Xingpeng et al. | 2021
- 270
-
ctBuilder: A framework for building pathway crosstalks by combining single cell data with bulk cell dataWang, Honglin / Joshi, Pujan / Hong, Seung-Hyun / Shin, Dong-Ju / Shin, Dong-Guk et al. | 2021
- 274
-
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- 280
-
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- 284
-
Learning brain effective connectivity networks via controllable variational autoencoderZou, Aixiao / Ji, Junzhong et al. | 2021
- 288
-
An ensemble deep learning framework to refine large deletions in linked-readsYunfei, Hu / Mangal Sanidhya, V / Lu, Zhang / Xin, Zhou et al. | 2021
- 296
-
TransCoord: Genome-guided Transcripts Assembly by Coordinating Candidate Paths into Two-phased Linear ProgrammingLi, Chenchen / Zhao, Jin / Feng, Haodi / Zhu, Daming et al. | 2021
- 302
-
DeepCI: a deep learning based clustering method for single cell RNA-seq dataLiang, Zhenlan / Zheng, Ruiqing / Chen, Siqi / Yan, Xuhua / Li, Min et al. | 2021
- 308
-
rzMLP-DTA: gMLP network with ReZero for sequence-based drug-target affinity predictionQiu, Zongzhao / Jiao, Qihong / Wang, Yuxiao / Chen, Cheng / Zhu, Daming / Cui, Xuefeng et al. | 2021
- 314
-
Maize Epistasis Detection by Multi-class Quantitative Multifactor Dimensionality ReductionWang, Xin / Wang, Jun / Yu, Guoxian / Xin, Beibei / Guo, Maozu et al. | 2021
- 320
-
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- 328
-
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- 334
-
Edge-Gated Graph Neural Network for Predicting Protein-Ligand Binding AffinitiesJiao, Qihong / Qiu, Zongzhao / Wang, Yuxiao / Chen, Cheng / Yang, Zhenghe / Cui, Xuefeng et al. | 2021
- 340
-
Drug3D-DTI: Improved Drug-target Interaction Prediction by Incorporating Spatial Information of Small MoleculesLiao, Zhirui / Huang, Xiaodi / Mamitsuka, Hiroshi / Zhu, Shanfeng et al. | 2021
- 348
-
Glycan immunogenicity prediction based on Graph neural networkWang, Yu / Wang, Hui / Hou, Meijie / Wang, Yaojun / Bu, Dongbo / Zhang, Chunming / Huang, Chuncui / Sun, Shiwei et al. | 2021
- 354
-
SeqGO-CPA: Improving Compound-Protein Binding Affinity Prediction with Sequence Information and Gene Ontology KnowledgeWang, Chunyu / Zhu, Yan / Wen, Naifeng / Zhao, Lingling / Wang, Junjie et al. | 2021
- 360
-
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- 364
-
MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse ProblemChoi, Jonghwan / Seo, Sangmin / Park, Jinuk / Park, Sanghyun et al. | 2021
- 368
-
A multi-task graph convolutional network modeling of drug-drug interactions and synergistic efficacyDeng, Yuanyuan / Yu, Song / Deng, Lei / Liu, Hui / Liu, Xuejun / Luo, Yi et al. | 2021
- 372
-
Deep Latent-Variable Models for Controllable Molecule GenerationDu, Yuanqi / Wang, Yinkai / Alam, Fardina / Lu, Yuanjie / Guo, Xiaojie / Zhao, Liang / Shehu, Amarda et al. | 2021
- 376
-
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- 381
-
Docking-based Virtual Screening with Multi-Task LearningLiu, Zijing / Ye, Xianbin / Fang, Xiaoming / Wang, Fan / Wu, Hua / Wang, Haifeng et al. | 2021
- 386
-
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- 392
-
Document-level DDI relation extraction with document-entity embeddingMingliang, Dou / Jijun, Tang / Fei, Guo et al. | 2021
- 398
-
Identifying Genes and Their Interactions from Pathway Figures and Text in Biomedical ArticlesHe, Fei / Thompson, Joshua / Mao, Ziting / Ren, Yijie / Nussbaum, Yulia / Kholod, Olha / Shin, Dmitriy / Hannink, Mark / Popescu, Mihail / Xu, Dong et al. | 2021
- 406
-
DFL-PiDA: Prediction of Piwi-interacting RNA-Disease Associations based on Deep Feature LearningJi, Boya / Luo, Jiawei / Pan, Liangrui / Xie, Xiaolan / Peng, Shaoliang et al. | 2021
- 412
-
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- 418
-
Sparse Hyper-graph Non-negative Matrix Factorization by Maximizing CorrentropyJiao, Cui-Na / Liu, Jin-Xing / Gao, Ying-Lian / Kong, Xiang-Zhen / Zheng, Chun-Hou / Yu, Xianzi et al. | 2021
- 424
-
Prioritizing Disease Genes via Multi-View Nonnegative Matrix Factorization with Layer-Wise Explicit Hierarchical ConstraintJin, Xu / Liu, MingMing / He, WenQian / Wang, Lin / Ma, Ling / Huang, YaLou / Xie, MaoQiang et al. | 2021
- 430
-
OO-LSTM: A trusted medical transfers prediction model with on-chain and off-chain data fusionKong, Lanju / Song, Xiaolin / Yin, Qingqing / Li, Qingzhong et al. | 2021
- 438
-
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- 444
-
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- 450
-
KGAPG: Knowledge-Aware Neural Group Representation Learning for Attentive Prescription Generation of Traditional Chinese MedicineLi, Shuchen / Wang, Wei / He, Jieyue et al. | 2021
- 456
-
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- 462
-
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- 470
-
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- 478
-
Ontology-based annotation and retrieval for large-scale VCF dataLiu, Jian / Qu, Zhi / Li, Yue / Sun, Jialiang / Liu, Yongzhuang et al. | 2021
- 484
-
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- 491
-
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- 497
-
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- 503
-
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- 509
-
Robust Tensor Method Based on Correntropy and Tensor Singular Value Decomposition for Cancer Genomics DataQiao, Qian / Gao, Ying-Lian / Yuan, Sha-Sha / Liu, Jin-Xing et al. | 2021
- 515
-
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- 522
-
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- 528
-
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- 536
-
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- 544
-
nPTAS: A Novel Platform for Text Annotation and ServiceWu, Xuehong / Duan, Junwen / Li, Jianhua / Li, Min et al. | 2021
- 550
-
H-VAE: A Hybrid Variational AutoEncoder with Data Augmentation in Predicting CRISPR/Cas9 Off-targetXiang, Weiming / Chen, Dong / Cui, Yingbo / Peng, Shaoliang et al. | 2021
- 556
-
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- 562
-
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- 568
-
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- 574
-
ParaPindel: a scalable coordinated parallel detection framework for human genome-wide structural variationYang, Yaning / Wang, Xiaoqi / Xu, Ying / Yang, Chao / Jiang, Bin / Peng, Shaoliang et al. | 2021
- 580
-
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- 588
-
Discovering DTI and DDI by Knowledge Graph with MHRW and Improved Neural NetworkZhang, Shuo / Lin, Xiaoli / Zhang, Xiaolong et al. | 2021
- 594
-
By hybrid neural networks for prediction and interpretation of transcription factor binding sites based on multi-omicsZhang, Yongqing / Wang, Zixuan / Liu, Yuhang / Lu, Libo / Tan, Xiaoyao / Zou, Quan et al. | 2021
- 600
-
A Graph-based Approach for Integrating Biological Heterogeneous Data Based on Connecting OntologyZhang, Shilong / Tang, Yue / Yan, Jing / Li, Linye / Li, Tong / Li, Jixiang / Xie, Peilin / Gu, Yuanshuai / Xu, Jiakang / Feng, Zaiwen et al. | 2021
- 608
-
Mining the Associations between V(D)J Gene Segments and COVID-19 Disease CharacteristicsZhao, Yu / Zhang, Yidan / Huang, Zhi-An / Yang, Fan / Duan, Lei / Yao, Jianhua et al. | 2021
- 614
-
COVID Vaccine and Cardiovascular Risks: A Natural Language Analysis of Vaccine Adverse Event ReportsZhao, Yiqing / Ison, Michael G. / Luo, Yuan et al. | 2021
- 619
-
An improved RL-based framework for multiple biomedical event extraction via self-supervised learningZhao, Yao / Zhao, Weizhong / Jiang, Xingpeng / He, Tingting / Su, Bianping et al. | 2021
- 625
-
Knowledge Distillation with Metric Learning for Medical Dialogue GenerationZhu, Qingqing / Wu, Pengfei / Tan, Zhouxing / Duan, Jiaxin / Zhao, DongYan / Liu, Junfei et al. | 2021
- 633
-
Dynamic Curriculum Learning with Co-training for Medical Dialogue GenerationZhu, Qingqing / Tan, Zhouxing / Duan, Jiaxin / Wu, Pengfei / Zhao, Dongyan / Liu, Junfei et al. | 2021
- 641
-
Hierarchical Clustering Split for Low-Bias Evaluation of Drug-Target Interaction PredictionBai, Peizhen / Miljkovic, Filip / Ge, Yan / Greene, Nigel / John, Bino / Lu, Haiping et al. | 2021
- 645
-
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- 649
-
Co-Attentive Span Network with Multi-task learning for Biomedical Named Entity RecognitionChen, Peng / Wang, Jian / Lin, Hongfei / Zhang, Yijia / Yang, Zhihao / Zhao, Di / Ma, Hui et al. | 2021
- 653
-
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- 659
-
Dual Model Weighting Strategy and Data Augmentation in Biomedical Question AnsweringDu, Yongping / Yan, Jingya / Zhao, Yiliang / Lu, Yuxuan / Jin, Xingnan et al. | 2021
- 668
-
IEEG-TCN: A Concise and Robust Temporal Convolutional Network for Intracranial Electroencephalogram Signal IdentificationGuo, Jinjie / Wang, Yiping / Yang, Yanfeng / Kang, Guixia et al. | 2021
- 674
-
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- 678
-
A Meta-Path based Drug-Target Prediction Model with Collaborative Attention MechanismsHu, Bing / Xia, Feng / Chen, Ruolan / Jin, Shuting / Liu, Xiangrong et al. | 2021
- 682
-
Knowledge Graph Integrated Graph Neural Networks for Chinese Medical Text ClassificationLan, Ge / Li, Ye / Hu, Mengting / Sun, Yufei / Zhang, Yuzhi et al. | 2021
- 688
-
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- 694
-
BGGF: A Gated Information Fusion Model For Biomedical Entity RecognitionLi, Lishuang / Zhang, Fuxiao et al. | 2021
- 698
-
SGAT: a Self-supervised Graph Attention Network for Biomedical Relation ExtractionLiu, Qiming / Yang, Zhihao / Wang, Lei / Zhang, Yin / Lin, Hongfei / Ning, Jinzhong et al. | 2021
- 702
-
Representation Learning for Multi-omics Data with Heterogeneous Gene Regulatory NetworkLiu, Xiaoshuang / Xu, Xian / Xu, Xiao / Li, Xiang / Xie, Guotong et al. | 2021
- 706
-
Recursive Multi-view Integration for Subtypes Identification of Cervical CancerMadhumita / Dwivedi, Archit / Paul, Sushmita et al. | 2021
- 710
-
Multi-AMP: detecting the antimicrobial peptides and their activities using the multi-task learningQiaozhen, Meng / Tang, Jijun / Guo, Fei et al. | 2021
- 714
-
Named Entity Recognition using Negative Sampling and Reinforcement LearningPeng, Shi / Zhang, Yong / Wang, Zhengyun / Gao, Dingkang / Xiong, Feng / Zuo, Haoyang et al. | 2021
- 720
-
Integrative hierarchical ensemble clustering for improved disease subtype discoveryPfeifer, Bastian / Voicu-Spineanu, Andrei / Schimek, Michael G. / Alachiotis, Nikolaos et al. | 2021
- 726
-
Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular DiseasePoulain, Raphael / Gupta, Mehak / Foraker, Randi / Beheshti, Rahmatollah et al. | 2021
- 732
-
Learning Deeply Enriched Representations of Longitudinal Imaging-Genetic Data to Predict Alzheimer’s Disease ProgressionSeo, Hoon / Wang, Hua et al. | 2021
- 736
-
Silicone Oil-Water Interaction and Emulsification Visual Simulation for Intraocular Silicone Oil TamponadeSong, Chongming / Xu, Yanrui / Wang, Xiaokun / Wang, Jiamin / Huang, Houbin / Zhu, Zhihong / Ban, Xiaojuan et al. | 2021
- 742
-
Cell type identification for single cell RNA data by bulk data reference projectionSysoev, Oleg / Gawel, Danuta / Lilja, Sandra / Schafer, Samuel / Benson, Mikael et al. | 2021
- 747
-
Multi-level Amplified Iterative Training of Semi-Supervision Deep Learning For Glaucoma DiagnosisTang, Yu / Yang, Gang / Ding, Dayong / Cheng, Gangwei et al. | 2021
- 751
-
Feature selection using co-occurrence correlation improves cell clustering and embedding in single cell RNAseq dataWalsh, Evan S. / Ghashghaei, H. Troy / Peng, Xinxia et al. | 2021
- 757
-
AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression DataWang, Ruoqi / Huang, Ziwang / Wang, Haitao / Wu, Hejun et al. | 2021
- 761
-
A Simplex Hypergraph Clustering Method for Detecting Higher-order Modules in Microbial NetworkXiang, Ruilong / Fu, Lingling / Wang, Yue / Sun, Han / Shen, Xianjun et al. | 2021
- 765
-
Differentially Private Linkage Analysis with TDT — the case of two affected children per familyYamamoto, Akito / Shibuya, Tetsuo et al. | 2021
- 771
-
A Semi-Supervised Learning Algorithm for Predicting MiRNA-Disease AssociationYu, Na / Liu, Zhi-Ping / Gao, Rui et al. | 2021
- 775
-
Adaptive total-variation joint learning model for analyzing single cell RNA seq dataZhang, Dai-Jun / Zhao, Jing-Xiu / Liu, Jin-Xing / Gao, Ying-Lian et al. | 2021
- 779
-
Multi-modal Information Fusion-powered Regional Covid-19 Epidemic ForecastingZhang, Honglu / Xu, Yonghui / Liu, Lei / Lu, Xudong / Lin, Xijie / Yan, Zhongmin / Cui, Lizhen / Miao, Chunyan et al. | 2021
- 785
-
DeepBSI: a multimodal deep learning framework for predicting the transcription factor binding site and intensityZhang, Peng / Tu, Shikui et al. | 2021
- 789
-
Multi-Omics Data Clustering via the Guidance of Highly Correlated FeaturesZhang, Bin / Cai, Hongmin et al. | 2021
- 793
-
DGAT-onco: A differential analysis method to detect oncogenes by integrating functional information of mutationsZhang, Haoyang / Wei, Junkang / Liu, Zifeng / Liu, Xun / Chong, Yutian / Lu, Yutong / Zhao, Huiying / Yang, Yuedong et al. | 2021
- 797
-
TL-BERT: A Novel Biomedical Relation Extraction ApproachZhao, Zhehuan / Zou, Yuying / Tian, Yang / Xu, Bo / Yang, Zhihao / Wang, Jian / Lin, Hongfei / Shan, Shimin / Liu, Yu et al. | 2021
- 800
-
Accurate Brain Age Prediction Model for Healthy Children and Adolescents using 3D-CNN and Dimensional AttentionHu, Guozhen / Zhang, Qinjian / Yang, Zhi / Li, Baobin et al. | 2021
- 801
-
Using Machine Learning to Predict Perceived Exertion During Resistance Training With Wearable Heart Rate and Movement SensorsAlbert, Justin Amadeus / Herdick, Arne / Brahms, Clemens Markus / Granacher, Urs / Arnrich, Bert et al. | 2021
- 809
-
MAIN: Multimodal Attention-based Fusion Networks for Diagnosis PredictionAn, Ying / Zhang, Haojia / Sheng, Yu / Wang, Jianxin / Chen, Xianlai et al. | 2021
- 817
-
Self-Ensembling Semi-Supervised Model for Bone X-ray Images Landmark DetectionBai, Tian / Liu, Shenyao / Wang, Yuzhao / Wang, Yu / Dong, Dong et al. | 2021
- 823
-
A Hybrid Pooling Based Deep Learning Framework For Automated ICD CodingBhutto, Sajida Raz / Wu, Yifan / Yu, Ying / Jalbani, Akhtar Hussain / Li, Min et al. | 2021
- 829
-
Flexible-CLmser: Regularized Feedback Connections for Biomedical Image SegmentationCao, Boheng / Tu, Shikui / Xu, Lei et al. | 2021
- 836
-
“One-Shot” Reduction of Additive Artifacts in Medical ImagesChen, Yu-Jen / Chang, Yen-Jung / Wen, Shao-Cheng / Xu, Xiaowei / Huang, Meiping / Yuan, Haiyun / Zhuang, Jian / Shi, Yiyu / Ho, Tsung-Yi et al. | 2021
- 842
-
TransMixNet: An Attention Based Double-Branch Model for White Blood Cell Classification and Its Training with the Fuzzified Training DataChen, Hua / Liu, Juan / Hua, Chunbing / Zuo, Zhiqun / Feng, Jing / Pang, Baochuan / Xiao, Di et al. | 2021
- 848
-
An End-to-End Sleep Staging Simulator Based on Mixed Deep Neural NetworksChen, Zheng / Yang, Ziwei / Wang, Dong / Huang, Ming / Ono, Naoaki / Altaf-Ul-Amin, Md / Kanaya, Shigehiko et al. | 2021
- 854
-
Multi-source unsupervised domain adaptation for ECG classificationDeng, Fucheng / Tu, Shikui / Xu, Lei et al. | 2021
- 860
-
Which Features of Postural Sway are Effective in Distinguishing Parkinson’s Disease Patients from Controls? An Experimental InvestigationGe, Wenbo / Apthorp, Deborah / Lueck, Christian / Suominen, Hanna et al. | 2021
- 868
-
Global Correlation and Local Geometric Information Coupled Channel Contrast Learning for Thyroid Nodule Risk StratificationGuo, Yang / He, Yuanbo / Li, Shuai / Shu, Ting / Gao, Luying et al. | 2021
- 876
-
Efficient False Positive Reduction Method for Early Pulmonary Nodules Detection in Physical ExaminationHan, Yu / Qi, Honggang / Liu, Yan / Guo, Zhijun / Xu, Qian / Lin, Qiang / Liu, Haitao / Lu, Junying / Liang, Fei / Feng, Wenqiu et al. | 2021
- 882
-
Explainable Prediction of Whether The Acetabular Cup Is Placed in The “Safe Zone” from X-ray ImagesHan, Fuchang / Liao, Shenghui / Xiong, Chao / Wei, Haitao / Wu, Renzhong / Zhang, Yingqi et al. | 2021
- 897
-
Medical Frequency Domain Learning: Consider Inter-class and Intra-class Frequency for Medical Image Segmentation and ClassificationHuang, Yonghao / Zhou, Chuan / Chen, Leiting / Chen, Junjing / Lan, Shanlin et al. | 2021
- 905
-
Early Alert of Elderly Cognitive Impairment using Temporal Streaming ClusteringIbrahim, Omar A. / Fu, Sunyang / Vassilaki, Maria / Petersen, Ronald C. / Mielke, Michelle M. / Sauver, Jennifer St / Sohn, Sunghwan et al. | 2021
- 913
-
Identifying and Characterizing Opioid Addiction States Using Social Media PostsJha, Deeptanshu / La Marca, Samantha R. / Singh, Rahul et al. | 2021
- 919
-
Learning a Frequency Separation Network with Hybrid Convolution and Adaptive Aggregation for Low-dose CT DenoisingJiang, Xuecong / Wang, Lulu / He, Zhongshi / Du, Jinglong et al. | 2021
- 926
-
Multi-Feature Extraction with Ensemble Network for Tracing Chronic Retinal DisordersKhan, Muhammad Zubair / Lee, Yugyung / Munir, Arslan / Khan, Muazzam Ali et al. | 2021
- 933
-
Predicting Same Hospital Readmission following Fontan Cavopulmonary Anastomosis using Machine LearningKodnad, Kushal / Tabaie, Azade / Rosenblum, Joshua M. / Kamaleswaran, Rishikesan et al. | 2021
- 939
-
BEA-SegNet: Body and Edge Aware Network for Medical Image SegmentationKuang, Hulin / Liang, Yixiong / Liu, Ning / Liu, Jin / Wang, Jianxin et al. | 2021
- 945
-
Automatic Report Generation based on Multi-modal and Multi-view Model for Fundus ImagesLan, Shanlin / Zhou, Chuan / Chen, Leiting / Fan, Huqiu / Yan, Ning / Huang, Yonghao et al. | 2021
- 952
-
AttENT: Domain-Adaptive Medical Image Segmentation via Attention-Aware Translation and Adversarial Entropy MinimizationLi, Chen / Luo, Xin / Chen, Wei / He, Yulin / Wu, Mingfei / Tan, Yusong et al. | 2021
- 960
-
Enhancing the generalization of feature construction using genetic programming for imbalanced data with augmented non-overlap degreeLi, Zhuang / Qin, Jingyan / Gong, Haiyan / Zhang, Xiaotong / Wan, Yadong et al. | 2021
- 966
-
CC-DenseUNet: Densely Connected U-Net with Criss-Cross Attention for Liver and Tumor Segmentation in CT VolumesLi, Qiang / Song, Hong / Zhang, Weiwei / Fan, Jingfan / Ai, Danni / Lin, Yucong / Yang, Jian et al. | 2021
- 972
-
DCFG: Discovering Directional CounterFactual Generation for Chest X-raysLi, Yan / Liu, Shasha / Wu, Chunwei / Xi, Xidong / Cao, Guitao / Cao, Wenming et al. | 2021
- 980
-
Personalized Clinical Pathway Recommendation via Attention Based Pre-trainingLin, Xijie / Li, Yuan / Xu, Yonghui / Guo, Wei / He, Wei / Zhang, Honglu / Cui, Lizhen / Miao, Chunyan et al. | 2021
- 988
-
Moment Invariants with Data Augmentation for Tongue Image SegmentationLin, Senlin / Song, Xuekun / Xu, Ziheng / Zhang, Xinyue / Lin, Yinqing / Zhang, Rui / Chen, Yulong / Zhang, Fa / Qiu, Dehui / Zheng, Yuling et al. | 2021
- 994
-
Developing a Visual Analysis Platform of Human Rabies for Hubei Province of China (VAP-HRHB)Liu, Keling / Wu, Wenting / Zhang, Qiaozhen / Cai, Kun / Zhang, Le et al. | 2021
- 1002
-
MTFIL-Net: automated Alzheimer’s disease detection and MMSE score prediction based on feature interactive learningLiu, Jin / Tian, Xu / Wang, Jianxin / Guo, Rui / Kuang, Hulin et al. | 2021
- 1008
-
FES-RF: A Feature Ensemble Selection Based Random Forest Method For Accurate Cancer ScreeningLiu, Jiatong / Pan, Changbin / Chen, Dongdong / Lin, WeiPing / Feng, Shangyuan / Qiu, Sufang / Wang, Beizhan / Liu, KunHong et al. | 2021
- 1014
-
MIASNet: A medical image segmentation method predicting future based on past and current casesMa, Shiqiang / Li, Xuejian / Tang, Jijun / Guo, Fei et al. | 2021
- 1020
-
GEU-Net: Rethinking the information transmission in the skip connection of U-Net architectureMa, Shiqiang / Li, Xuejian / Zhang, Zehua / Tang, Jijun / Guo, Fei et al. | 2021
- 1026
-
Enriching computed tomography images by projection for robust automated cerebral aneurysm detection and segmentationMa, Rui / Tu, Shikui / Li, Peiying / Zhou, Jiafeng / Zhao, Bing / Wan, Jieqing / Xu, Lei et al. | 2021
- 1032
-
FEDI: Few-shot learning based on Earth Mover's Distance algorithm combined with deep residual network to identify diabetic retinopathyPan, Liangrui / Zhang, Peng / Xia, Fei / Ji, Boya / Liu, Wenjuan / Wang, Hetian / Jin, Yuan / Chongcheawchamnan, Mitchai / Peng, Shaoliang et al. | 2021
- 1037
-
Interpretable Mathematical Model-guided Ultrasound Prostate Contour Extraction Using Data Mining TechniquesPeng, Tao / Zhao, Jing / Wang, Jing et al. | 2021
- 1045
-
iPiDA-GBNN:Identification of Piwi-interacting RNA-disease associations based on gradient boosting neural networkQian, Yurong / He, Qihua / Deng, Lei et al. | 2021
- 1051
-
Med-3D: 3D Reconstruction of Medical Images based on Structure-from-Motion via Transfer LearningQuan, Hongyan / Dong, Jiashun / Qian, XiaoXiao et al. | 2021
- 1057
-
CT Image Harmonization for Enhancing Radiomics StudiesSelim, Md / Zhang, Jie / Fei, Baowei / Zhang, Guo-Qiang / Chen, Jin et al. | 2021
- 1063
-
Detection-and-Excitation Neural Network Achieves Accurate Nasopharyngeal Carcinoma Segmentation in Multi-modality MR ImagesTao, Guihua / Li, Haojiang / Liu, Lizhi / Cai, Hongmin et al. | 2021
- 1069
-
ANIMO: Annotation of Biomed Image ModalitiesTrabucco, Juan Trelles / Li, Pengyuan / Arighi, Cecilia / Raciti, Daniela / Shatkay, Hagit / Marai, G. Elisabeta et al. | 2021
- 1077
-
PsychBERT: A Mental Health Language Model for Social Media Mental Health Behavioral AnalysisVajre, Vedant / Naylor, Mitch / Kamath, Uday / Shehu, Amarda et al. | 2021
- 1083
-
Predicting Drug-miRNA Resistance with Layer Attention Graph Convolution Network and Multi Channel Feature ExtractionWang, Haorui / Khan, Shahanavaj / Liu, Shichao / Zheng, Fang / Zhang, Wen et al. | 2021
- 1090
-
Ensemble Clustering-based Cervical Spondylosis Fine-classificationWang, Nana / Luo, Chunjie / Huang, Yunyou / Zhan, Jianfeng et al. | 2021
- 1098
-
A Multi-Layer Random Walk Method for Local Dynamic Community Detection in Brain Functional NetworkWen, Xuyun / Zhang, Daoqiang et al. | 2021
- 1104
-
A Hybrid-scales Graph Contrastive learning Framework for Discovering Regularities in Traditional Chinese Medicine FormulaWu, Yingpei / Yin, Zecheng / Zhou, Kaiyuan / Wang, Ruofei / Yang, Yun / Yin, Zepeng / Ruan, Chunyang / Zhang, Yanchun et al. | 2021
- 1112
-
RCGA-Net: An Improved Multi-hybrid Attention Mechanism Network in Biomedical Image SegmentationXiao, Feng / Shen, Cong / Chen, Yu / Yang, Tian / Chen, Shengyong / Liao, Zhijun / Tang, Jijun et al. | 2021
- 1119
-
A Multi-Resolution Deep Forest Framework with Hybrid Feature Fusion for CT Whole Heart SegmentationXu, Fei / Lin, Lingli / Li, Dihan / Hong, Qingqi / Liu, Kunhong / Wu, Qingqiang / Li, Qingde / Zheng, Yinhuan / Tian, Jie et al. | 2021
- 1125
-
ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial AttentionXu, Lei / Cheng, Jianhong / Liu, Jin / Kuang, Hulin / Wu, Fan / Wang, Jianxin et al. | 2021
- 1131
-
A Graph Attention Neural Network for Diagnosing ASD with fMRI DataYin, Wutao / Li, Longhai / Wu, Fang-Xiang et al. | 2021
- 1137
-
Low-Dimensional Depth Local Dual-View Features Embedded Transformer for Electrocardiogram Signal Quality AssessmentYuan, Shuaiying / He, Ziyang / Zhao, Jianhui / Yuan, Zhiyong et al. | 2021
- 1145
-
Domain Adaptation for Trauma Mortality Prediction in EHRs with Feature DisparityZhangy, Xinlu / Liy, Shiyang / Chengy, Zhuowei / Callcut, Rachael / Petzold, Linda et al. | 2021
- 1153
-
A Novel Emotion Recognition Method Incorporating MST-based Brain Network and FVMD-GAMPEZhang, Shilin / Hu, Bin / Bian, Ji / Zhang, Mingzhe / Zheng, Xiangwei et al. | 2021
- 1159
-
Improved Multi-task SCCA for Brain Imaging Genetics via Joint Consideration of the Diagnosis, Parameter Decomposition and Network ConstraintsZhang, Xin / Hao, Yipeng / Zhang, Jin / Zou, Shihong / Xie, Songyun / Du, Lei et al. | 2021
- 1165
-
Single Cell Clustering with Sparse Similarity Matrix LearningZhang, Wenjing / Tan, Yuting / Wu, Fang-Xiang et al. | 2021
- 1171
-
Semi-supervised Medical Image Segmentation with Distribution Calibration and Non-local Semantic ConstraintZhang, Nan / Hou, Junlin / Zhao, Rui-Wei / Feng, Rui / Zhang, Yuejie et al. | 2021
- 1179
-
TransPicker: a Transformer-based Framework for Particle Picking in cryoEM MicrographsZhang, Chi / Li, Hongjia / Wan, Xiaohua / Chen, Xuemei / Yang, Zhenghe / Feng, Jieqing / Zhang, Fa et al. | 2021
- 1185
-
A Knowledge-aware Machine Reading Comprehension Framework for Dialogue Symptom DiagnosisZhao, Xiongjun / Cheng, Yingjie / Xiang, Weiming / Wang, Xiang / Han, Lin / Shang, Jiandong / Peng, Shaoliang et al. | 2021
- 1191
-
A robust drug representation learning model for eliminating cell specificity in gene expression profile and its applicationZhao, Cecheng / Huang, Ziyang / Wang, Hui / Fu, Haitao / Wang, Dong / Gao, Yingjie / Zhu, Haotian / Niu, Xiaohui / Zhang, Wen et al. | 2021
- 1197
-
Discovering Drug-Drug Associations in the FDA Adverse Event Reporting System Database with Data Mining ApproachesZhao, Weizhong / Le, Huyen / Chen, James J. / Duggirala, Hesha / Forshee, Richard / Botsis, Taxiarchis / Francis, Henry / Hong, Huixiao / Tong, Weida / Hwang, Yi-Ting et al. | 2021
- 1205
-
Self-normalized Classification of Parkinson’s Disease DaTscan ImagesZhou, Yuan / Tagare, Hemant D. et al. | 2021
- 1213
-
HAUNet-3D: a Novel Hierarchical Attention 3D UNet for Lung Nodule SegmentationZhou, Fu / Luo, Fei / Efio-Akolly, Kafui / Bbosa, Ronald / Huang, Wen Cai / Zou, Jia Ni / Chen, Yi Ping Phoebe / Liu, Feng et al. | 2021
- 1221
-
Deep Neural Networks with Prior Evidence for Bladder Cancer StagingZhou, Xiaoqian / Yue, Xiaodong / Xu, Zhikang / Denoeux, Thierry / Chen, Yufei et al. | 2021
- 1227
-
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer SegmentationZou, Wenxuan / Qi, Xingqun / Wu, Zhuojie / Wang, Zijian / Sun, Muyi / Shan, Caifeng et al. | 2021
- 1235
-
DCET-Net: Dual-Stream Convolution Expanded Transformer for Breast Cancer Histopathological Image ClassificationZou, Ying / Chen, Shannan / Sun, Qiule / Liu, Bin / Zhang, Jianxin et al. | 2021
- 1241
-
EFCA: An Extended Formal Concept Analysis Method for Aspect Extraction in Healthcare InformaticsAhmed, Zohair / Duan, Junwen / Wu, FangXiang / Wang, Jianxin et al. | 2021
- 1245
-
Approaches to Evaluating Eye Gaze Patterns between Physician-Patient Interaction in Primary Care ClinicAlmansour, Amal N. / Furst, Jacob / Raicu, Daniela / Montague, Enid et al. | 2021
- 1251
-
Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient’s Blood TestsArias-Alcaide, Carlos / Soguero-Ruiz, Cristina / Santos-Alvarez, Paloma / Garcia-Romero, Adrian / Mora-Jimenez, Inmaculada et al. | 2021
- 1257
-
Deep Learning for Spatio-Temporal Localization of Temporomandibular Joint in Ultrasound VideosBelikova, Kristina / Zailer, Aleksandra / Tekucheva, Svetlana V. / Ermoljev, Sergey N. / Dylov, Dmitry V. et al. | 2021
- 1262
-
Two-Stream Squeeze-and-Excitation Network for Multi-modal Sleep StagingCai, Xiyang / Jia, Ziyu / Jiao, Zehui et al. | 2021
- 1266
-
Analysis on Teeth Occlusion Distribution Based on Segmentation and Registration AlgorithmCao, Zihan / Sun, Xinwu / Liu, Shasha / Chen, Gangyuan / Liu, Yan / Liu, Xinggang / Zheng, Dongxiang / Wang, Ling et al. | 2021
- 1270
-
Temporal Graph Representation Learning for Autism spectrum disorder Brain NetworksCao, Peng / Wen, Guangqi / Li, Lanting / Liu, Xiaoli / Yang, Jinzhu / Zaiane, Osmar et al. | 2021
- 1276
-
SE-MSCNN: A Lightweight Multi-scaled Fusion Network for Sleep Apnea Detection Using Single-Lead ECG SignalsChen, Xianhui / Chen, Ying / Ma, Wenjun / Fan, Xiaomao / Li, Ye et al. | 2021
- 1281
-
Generative Adversarial Network Based Semi-supervised Learning for Epileptic Focus LocalizationDaoud, Hisham / Bayoumi, Magdy et al. | 2021
- 1286
-
Modality-shared MRI Image Translation Based on Conditional GANDeng, Chufu / Chen, Zhiguang / Wang, Ruixuan / Su, Wanqi / Qu, Yili et al. | 2021
- 1291
-
Using Center Vector and Drug Molecular Information for Drug Drug Interaction ExtractionDuan, Biao / Qin, Lei / Peng, Jing et al. | 2021
- 1295
-
AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural NetworksFeng, Ruiwei / Xie, Yufeng / Lai, Minshan / Chen, Danny Z. / Cao, Ji / Wu, Jian et al. | 2021
- 1299
-
Attention-enhanced Graph Cross-convolution for Protein-Ligand Binding Affinity PredictionFeng, Xianbing / Qu, Jingwei / Wang, Tianle / Wang, Bei / Lyu, Xiaoqing / Tang, Zhi et al. | 2021
- 1303
-
SMP-Graph: Structure-Enhanced Unsupervised Semantic Graph Representation for Precise Medical Procedure Coding on EMRsGao, Yue / Fu, Xiangling / Liu, Xien / Zhou, Kaiyin / Wu, Ji et al. | 2021
- 1309
-
Understanding the factors related to the opioid epidemic using machine learningGavali, Sachin / Chen, Chuming / Cowart, Julie / Peng, Xi / Ding, Shanshan / Wu, Cathy / Anderson, Tammy et al. | 2021
- 1315
-
An agent-based approach to predicting lymph node metastasis status in breast cancerGrimes, Sean / Zarella, Mark D. / Garcia, Fernando U. / Breen, David E. et al. | 2021
- 1320
-
Real-time Vital Signs Monitoring Based on COTS WiFi DevicesGu, Yu / Zhang, Xiang / Yan, Huan / Liu, Zhi / Ji, Yusheng et al. | 2021
- 1325
-
Disease Correlation Enhanced Attention Network for ICD CodingGu, Ping / Yang, Song / Li, Qiang / Wang, Jiangxing et al. | 2021
- 1331
-
SpineOne: A One-Stage Detection Framework for Degenerative Discs and VertebraeHe, Jiabo / Liu, Wei / Wang, Yu / Ma, Xingjun / Hua, Xian-Sheng et al. | 2021
- 1335
-
Detecting Brain State Changes via Manifold Mean ShiftingHuang, Zhuobin / Dan, Tingting / Lin, Yi / Chen, Jiazhou / Cai, Hongmin / Wu, Guorong et al. | 2021
- 1339
-
A Web-based Method for Designing and Validating Primer-probe Sets for SARS-CoV-2Jeon, Hajin / Bae, Jeongmin / Kim, Min-Soo et al. | 2021
- 1343
-
CellDet: Dual-Task Cell Detection Network for IHC-Stained Image AnalysisJi, Wei / Tian, Weiwei / Pan, Wenbin / Sun, Siqi / Jiang, Hui / Feng, Rui / Zhang, Yuejie / Zhao, Rui-Wei / Jin, Gang et al. | 2021
- 1347
-
Radiology Report Generation for Rare Diseases via Few-shot TransformerJia, Xing / Xiong, Yun / Zhang, Jiawei / Zhang, Yao / Suzanne, Blackley / Zhu, Yangyong / Tang, Chunlei et al. | 2021
- 1353
-
Discriminating Surprise and Anger from EEG and Eye Movements with a Graph NetworkJiang, Wei-Bang / Zhao, Li-Ming / Guo, Ping / Lu, Bao-Liang et al. | 2021
- 1358
-
Inpatinets’ FWA Detection: Mismatch between the Clinical Path and Medical ConditionJiang, Xuehan / Tang, Rui / Sun, Xingzhi / Hu, Gang / Xie, Guotong et al. | 2021
- 1364
-
Boosting Segmentation Performance across Datasets using Histogram Specification with Application to Pelvic Bone SegmentationJois, Prabhakara Subramanya / Manjunath, Aniketh / Fevens, Thomas et al. | 2021
- 1370
-
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic ImagesKabir, Tanjida / Lee, Chun-Teh / Nelson, Jiman / Sheng, Sally / Meng, Hsiu-Wan / Chen, Luyao / Walji, Muhammad F / Jiang, Xioaqian / Shams, Shayan et al. | 2021
- 1376
-
Detecting Chronic Vascular Damage with Attention-Guided Neural SystemKhan, Muhammad Zubair / Lee, Yugyung / Munir, Arslan / Khan, Muazzam Ali et al. | 2021
- 1381
-
Interpretable temporal graph neural network for prognostic prediction of Alzheimer’s disease using longitudinal neuroimaging dataKim, Mansu / Kim, Jaesik / Qu, Jeffrey / Huang, Heng / Long, Qi / Sohn, Kyung-Ah / Kim, Dokyoon / Shen, Li et al. | 2021
- 1385
-
CT-CAD: Context-Aware Transformers for End-to-End Chest Abnormality Detection on X-RaysKong, Qiran / Wu, Yirui / Yuan, Chi / Wang, Yongli et al. | 2021
- 1389
-
Hierarchical MAP Denoising of Longitudinal Hamilton Depression Rating ScoresKoss, Jonathan / DeLorenzo, Christine / Tagare, Hemant D. et al. | 2021
- 1395
-
Health Analytics on Big COVID-19 DataTran, Nguyen Duy Thong / Leung, Carson K. / Fung, Daryl L.X. / Mai, Thanh Huy Daniel et al. | 2021
- 1396
-
Robust Pathological Detector Training Method on Sparsely Annotated Datasets via Spatial CuesLi, Hansheng / Kang, Yuxin / Hu, Lingyu / Ma, Qian / Cui, Lei / Feng, Jun / Yang, Lin / Yang, Wentao et al. | 2021
- 1402
-
Semi-supervised Cardiac MRI Segmentation Based on Generative Adversarial Network and Variational Auto-EncoderLi, Shaojie / Zhang, Yifan / Yang, Xuan et al. | 2021
- 1406
-
Tri-Directional Tasks Complementary Learning for Unsupervised Domain Adaptation of Cross-modality Medical Image Semantic SegmentationLi, Chen / Chen, Wei / Wu, Mingfei / Luo, Xin / He, Yulin / Tan, Yusong et al. | 2021
- 1412
-
Self-Supervised Learning with Heterogeneous Graph Neural Network for COVID-19 Drug RecommendationLiu, Haifeng / Lin, Hongfei / Shen, Chen / Yang, Zhihao / Wang, Jian / Yang, Liang et al. | 2021
- 1418
-
Shape-aware Multi-task Learning for Semi-supervised 3D Medical Image SegmentationLiu, Shasha / Li, Yan / Li, Xiaohu / Cao, Guitao et al. | 2021
- 1424
-
Wasserstein-Distance-Based Multi-Source Adversarial Domain Adaptation for Emotion Recognition and Vigilance EstimationLuo, Yun / Lu, Bao-Liang et al. | 2021
- 1429
-
Border Sensitive Network in Weakly Supervised Thyroid Nodule Detection for Ultrasound ImageTao, Luo / Xu, Tong / Yu, Jian / Li, Xuewei / Wei, Xi / Yu, Mei / Zhang, Ruixuan / Gao, Jie / Yu, Ruiguo et al. | 2021
- 1433
-
Triple-view Learning for Predicting Antibiotic Resistance GenesLuo, Shujie / Wu, Haifang / Zhao, Weizhong / Jiang, Xingpeng / He, Tingting et al. | 2021
- 1437
-
Neurodegenerative Traits Detected via 3D CNNs Trained with Simulated Brain MRI: Prediction Supported by Visualization of Discriminant VoxelsMattia, Giulia Maria / Villain, Edouard / Nemmi, Federico / Rascol, Olivier / Meissner, Wassilios G. / Franceries, Xavier / Peran, Patrice et al. | 2021
- 1443
-
Predictive Modeling for Complex Care ManagementMavroudeas, Georgios / Neehal, Nafis / Shou, Xiao / Magdon-Ismail, Malik / Kuruzovich, Jason N. / Bennett, Kristin P. et al. | 2021
- 1449
-
Uneven and Irregular Surface Condition Prediction from Human Walking Data using both Centralized and Decentralized Machine Learning ApproachesMcQuire, Jamie / Watson, Paul / Wright, Nick / Hiden, Hugo / Catt, Michael et al. | 2021
- 1453
-
Predicting upper limb disability progression in primary progressive multiple sclerosis using machine learning and statistical methodsMostafa, Sally / Song, Isabel Hyo Jung / Metwally, Ahmed A. / Strauli, Nicolas / Sewde, Nehemiah / Friesenhahn, Michel / Usdin, Maxime / Jia, Xiaoming et al. | 2021
- 1458
-
RecSleepNet: An Automatic Sleep Staging Model Based on Feature ReconstructionNie, Haodong / Tu, Shikui / Xu, Lei et al. | 2021
- 1462
-
CAC-EMVT: Efficient Coronary Artery Calcium Segmentation with Multi-scale Vision TransformersNing, Yang / Zhang, Shouyi / Xi, Xiaoming / Guo, Jie / Liu, Peide / Zhang, Caiming et al. | 2021
- 1468
-
Cross-Subject EEG Emotion Recognition Using Domain Adaptive Few-Shot Learning NetworksNing, Run / Philip Chen, C.L. / Zhang, Tong et al. | 2021
- 1473
-
Label-dependent and event-guided interpretable disease risk prediction using EHRsNiu, Shuai / Song, Yunya / Yin, Qing / Guo, Yike / Yang, Xian et al. | 2021
- 1477
-
Weakly Supervised Disease Localization in Chest X-rays via Looking into Image RelationsQi, Baolian / Zhao, Gangming / Wei, Xin / Fang, Chaowei / Chen, Zhiqiang / Li, Jinpeng et al. | 2021
- 1481
-
Wavelet-based Multi-branch Convolutional Neural Network for Cross-individual ALS Disease Identification with EMG SignalQing, Zhongfei / Liu, Yan / He, Ji / Hao, Chenxu / Teng, Shenghua / Zhang, Shuo / Fan, Dongsheng et al. | 2021
- 1485
-
Noninvasive Respiration Monitoring of Different Sleeping Postures Using an RF SensorResuli, Nuerzati / Skubic, Marjorie / Myungki, Jung et al. | 2021
- 1491
-
Signal Processing for Athletic Cardiovascular Monitoring with Wearable Sensors: Fully Automatic Detection of Training Phases from Heart Rate DataRomagnoli, Sofia / Sbrollini, Agnese / Scalese, Alessio / Marcantoni, Ilaria / Morettini, Micaela / Burattini, Laura et al. | 2021
- 1495
-
Generalizable multi-vaccine distribution strategy based on demographic and behavioral heterogeneityRoy, Satyaki / Dutta, Pratyay / Ghosh, Preetam et al. | 2021
- 1499
-
A Semantic Framework for Secure and Efficient Contact Tracing of Infectious DiseasesSchubel, Payton / Chen, Zhiyuan / Crainiceanu, Adina / Joshi, Karuna P / Needham, Don et al. | 2021
- 1503
-
Aspect-Level Sentiment Classification of Chinese Patient Comments Based on Pre-trained Sentiment EmbeddingShan, Yongxue / Zhong, Zhaoqian / Che, Chao / Jin, Bo / Wei, Xiaopeng et al. | 2021
- 1509
-
Cluster Image Patches with Multiple Mutual Information in Unlabelled Whole-Slide ImageShen, Yiqing / Lu, Yizhou / Luo, Yulin / Ke, Jing et al. | 2021
- 1513
-
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson LearningShen, Xiaoang / Zhang, Guokai / Lai, Huilin / Luo, Jihao / Lu, Jianwei / Luo, Ye et al. | 2021
- 1519
-
Vascular1: Development and Evaluation of a Virtual Reality Ultrasound Guided Vascular Access Training ModuleShenoy, Vishal / Khan, Suleman I. / Lee, Edmund / Aalami, Oliver et al. | 2021
- 1524
-
A FHIR-compliant Application for Multi-Site and Multi-Modality Pediatric Scoliosis Patient RehabilitationShi, Wenqi / Giuste, Felipe O. / Zhu, Yuanda / Carpenter, Ashley M. / Iwinski, Henry J. / Hilton, Coleman / Wattenbarger, J. Michael / Wang, May D. et al. | 2021
- 1528
-
DARNet: Dual-Attention Residual Network for Automatic Diagnosis of COVID-19 via CT ImagesShi, Jun / Yi, Huite / Ruan, Shulan / Wang, Zhaohui / Hao, Xiaoyu / An, Hong / Wei, Wei et al. | 2021
- 1534
-
A Novel Approach for LncRNA Function Prediction Based on Deep LearningTan, Xian / Zou, Minghang / Wu, Di / Zhang, Jingbo / Sun, Pingping / Ma, Zhiqiang et al. | 2021
- 1538
-
Enhancing Medical Image Classification via Augmentation-based Pre-trainingTang, Ximan / Zhou, Chuan / Chen, Leiting / Wen, Yang et al. | 2021
- 1542
-
Multi-scale Hierarchical Transformer structure for 3D medical image segmentationWang, Luyao / Wang, Xiaoyan / Zhang, Bangze / Huang, Xiaojie / Bai, Cong / Xia, Ming / Sun, Peiliang et al. | 2021
- 1546
-
Improved classification and grading of interferents in serum specimens using machine learningWang, Hairui / Huang, Helin / Wu, Xiaomei et al. | 2021
- 1552
-
InterHG: an Interpretable and Accurate Model for Hypothesis GenerationWang, Haoyu / Wang, Xuan / Wang, Yaqing / Xun, Guangxu / Jha, Kishlay / Gao, Jing et al. | 2021
- 1558
-
Molecular Graph Contrastive Learning with Parameterized Explainable AugmentationsWang, Yingheng / Min, Yaosen / Shao, Erzhuo / Wu, Ji et al. | 2021
- 1564
-
Multi-omics Cancer Prognosis Analysis Based on Graph Convolution NetworkWang, Yi / Zhang, Zhongyue / Chai, Hua / Yang, Yuedong et al. | 2021
- 1569
-
C2BERT: Cross-contrast BERT for Chinese Biomedical Sentence RepresentationWang, Xiaosu / Xiong, Yun / Niu, Hao / Zhang, Yao / Zhu, Yangyong et al. | 2021
- 1575
-
Emotion Transformer Fusion: Complementary Representation Properties of EEG and Eye Movements on Recognizing Anger and SurpriseWang, Yiting / Jiang, Wei-Bang / Li, Rui / Lu, Bao-Liang et al. | 2021
- 1579
-
PAENet: A Progressive Attention-Enhanced Network for 3D to 2D Retinal Vessel SegmentationWu, Zhuojie / Wang, Zijian / Zou, Wenxuan / Ji, Fan / Dang, Hao / Zhou, Wanting / Sun, Muyi et al. | 2021
- 1585
-
OA-MedSQL: Order-Aware Medical Sequence Learning for Clinical Outcome PredictionWu, Tong / Wang, Yue / Wang, Yunlong / Zhao, Emily / Wang, Gao et al. | 2021
- 1590
-
A Novel Method to Denoise CEUS Image Combining Bidirectional ConvLSTM with 3D DnCNNLiu, Xiang / Pu, Xiuli / Shi, Yunyu / Song, Jialin et al. | 2021
- 1595
-
DECNet: A Dual-stream Edge Complementary Network for Retinal Vessel SegmentationXu, Weijin / Yang, Huihua / Zhang, Mingying / Pan, Xipeng / Liu, Wentao / Yan, Songlin et al. | 2021
- 1601
-
ECT-NAS: Searching Efficient CNN-Transformers Architecture for Medical Image SegmentationXu, Shuying / Quan, Hongyan et al. | 2021
- 1605
-
Preliminary Processing and Analysis of an Adverse Event Dataset for Detecting Sepsis-Related EventsYan, Melissa Y. / HeVik, Lise Husby / Pedersen, Andre / Gustad, Lise Tuset / Nytre, eYstein et al. | 2021
- 1611
-
Variational Synthesis Network for Generating Micro Computed Tomography from Cone Beam Computed TomographyYang, Xiaoyu / Chen, Yufei / Yue, Xiaodong / Lin, Xiang / Zhang, Qi et al. | 2021
- 1615
-
SSE: Scale-adaptive Soft Erase Weakly Supervised Segmentation Network for Thyroid Ultrasound ImagesYu, Mei / Han, Ming / Li, Xuewei / Wei, Xi / Zhu, Jialin / Jiang, Han / Liu, Zhiqiang / Zhang, Ruixaun / Yu, Ruiguo et al. | 2021
- 1619
-
BGRA-Net: Boundary-Guided and Region-Aware Convolutional Neural Network for the Segmentation of Breast Ultrasound ImagesZhang, Xiang / Li, Xuanya / Hu, Kai / Gao, Xieping et al. | 2021
- 1623
-
Enhancing Detection of SSVEPs for High-Speed Brain-Computer Interface with a Siamese ArchitectureZhang, Xinyi / Qiu, Shuang / Geng, Minghao / He, Huiguang et al. | 2021
- 1628
-
EEG Emotion Recognition based on Hierarchy Graph Convolution NetworkZheng, Fa / Hu, Bin / Zhang, Shilin / Li, Yalin / Zheng, Xiangwei et al. | 2021
- 1633
-
Unsupervised Multimodal MR Images Synthesizer Using Knowledge From Higher DimensionZhou, Qianwei / Liu, Yibo / Hu, Haigen / Guan, Qiu / Guo, Yuan / Zhang, Fan et al. | 2021
- 1637
-
Effect of Depression Severity on Emotion Context Insensitivity Revealed by Facial Activities AnalysisZou, Bochao / Wang, Yingxue / Liu, Rui / Lyu, Xiangwen / Feng, Lei / Ma, Huimin et al. | 2021
- 1641
-
An Brief Examination of Case Studies in Reproducibility for Bioinformatics TrainingAlsafwani, Zahraa / Cooper, Kathryn et al. | 2021
- 1643
-
VA-PRT: A Visualization Tool for Analyzing Post-translational Modification Retention TimesBrenner, Riley / Bertauche, Kurtis / Choi, Alexander / Ryu, So Young et al. | 2021
- 1646
-
Prediction of COPD severity based on clinical data using Machine LearningChoi, Eun-A / Kim, Ji-Won / Nah, Guemkyung / Kim, Woojin / Yoo, Kwangha / Kim, Young-Youl / Yoon, Dankyu et al. | 2021
- 1649
-
Fuzzy Cognitive Map Decision Support for Aging in Place for the ElderlyGeorgopoulos, Voula C. et al. | 2021
- 1652
-
Long-term PM2.5 Exposure, Genome-wide DNA Methylation and Lung Function in Korean AdultsHan, Ye-Eun / Choi, Nak-Hyeon / Cho, Mi Jin / Kang, Min Gu / Kim, Young-Youl et al. | 2021
- 1655
-
Analysis of Brain fMRI Data via Topological Data Clustering Method IoPSJung, Taekgeun / Ryoo, Hong Seo et al. | 2021
- 1658
-
Generating Interpretable Patterns for Biomedical Image ClassificationKang, Dongwoo / Kim, Sunung / Jung, Yoonsik / Ryoo, Hong Seo et al. | 2021
- 1661
-
Identifying Combinatorial Significance for Classification of Alzheimer’s Disease Proteomics Expression with Logical Analysis of DataKim, Sunung / Noh, Sangkyun / Ryoo, Hong Seo et al. | 2021
- 1664
-
Pilot Research on Improving Consumer Health Literacy in Food Labels by Measuring the Prevalence & Occurrence of Similar IngredientsLele, Sachi / Cooper, Kathryn et al. | 2021
- 1667
-
The binding affinity prediction of PI3K / Akt / mTOR signaling pathway proteins with drugs based on deep learning methodLiu, Dayan / Wang, Xun / Du, Zhenzhen / Liu, Jiali / Zhong, Yue / Tian, Qingyu et al. | 2021
- 1673
-
Gene expression analysis of known COPD loci revealed its varied levels by disease severityNah, Geumkyung / Choi, Eun-A / Kim, Jiwon / Kim, Woojin / Yoo, Kwangha / Kim, Young-Youl / Yoon, Dankyu et al. | 2021
- 1676
-
Emotion Recognition in the Wild from Long-term Heart Rate Recording using Wearable Sensor and Deep Learning Ensemble ClassificationNasrat, Sara A. / Lee, Uichin / Zitouni, M. Sami / Khandoker, Ahsan H. / Kang, Soowon / Jelinek, Herbert F. et al. | 2021
- 1679
-
Examining Mental Illness Trends in the United States From 2006 to 2019Olson, Thomas / Vodenska, Irena / Zhang, Guanglan / Nishijima, Marislei / Chitkushev, Lou et al. | 2021
- 1682
-
Performance Comparison of LASSO Variants with Genome-Wide Association Studies (GWAS)Puthiyedth, Nisha / Zhang, Nuoyi / Wang, Ziqing / Yan, Yan et al. | 2021
- 1685
-
Understanding Multivariate Drug-Target-DiseaseInterdependence via Event-GraphQu, Jingwei / Wang, Bei / Li, Zhixun / Lyu, Xiaoqing / Tang, Zhi et al. | 2021
- 1691
-
Evaluation of using WGS/WES to characterize ACMG actionable genes in genetic testing reportsYang, Wen-Tse / Wu, Dong-Chi / Liu, Jen-Feng / Hong, Jin-Bon / Wu, June-Tai / Chen, Pei-Lung / Chen, Chien-Yu et al. | 2021
- 1694
-
BuYang-HuanWu-Tang Alleviates Rheumatoid Arthritis’ Hypoxia via BNIP3 and PI3K/ATKZhan, Junping / Ma, Mengyang / Wang, Huilian / Miao, Xiyun / Meng, Qingliang / Zheng, Guang et al. | 2021
- 1697
-
An Infantile Hemangioma Dataset IH-2021 and a Deep Learning based Recognition Method on itZhang, Xinpeng / Gao, Liangcai / Li, Li / Yan, Zuoyu / Yu, Lu et al. | 2021
- 1700
-
Protein Sequence Similarities between the Homo Sapiens and Mammal SpecieZheng, Guang / Lu, Xiaohu / Shi, Yarong / Chen, Junnan / Gao, Yajie / Guo, Hongtao et al. | 2021
- 1703
-
DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic ImagesAhmed, Khandaker Mamun / Eslami, Taban / Saeed, Fahad / Amini, M. Hadi et al. | 2021
- 1711
-
Analyzing Morphological Changes in Zebrafish Embryos Exposed to Toxic ChemicalsAmbekar, Akhil / Poschen, Carolin / Lai, Chih / Scholz, Stefan / Teixido, Elisabet et al. | 2021
- 1719
-
Automated Bias Reduction in Deep Learning Based Melanoma Diagnosis using a Semi-Supervised AlgorithmDas, Sauman et al. | 2021
- 1727
-
Web Platform for Medical Deep Learning ServicesFerreira, Joao / Costa, Carlos et al. | 2021
- 1733
-
Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signaturesGeenjaar, Eloy / White, Tonya / Calhoun, Vince et al. | 2021
- 1741
-
A prior-based method for colorectal lymph node region classification via deep neural networkHuang, Yueyao / Huang, Shuo / Wang, Han / Wei, Mingtian / Wang, Jingling / Zhang, Haixian / Wang, Ziqiang / Yi, Zhang et al. | 2021
- 1749
-
Boosting Boundary Representation for Gland Instance SegmentationKang, Yuxin / Li, Hansheng / Wu, Zhuoyue / Liu, Feihong / Hu, Dongqing / Cui, Lei / Feng, Jun / Yang, Lin et al. | 2021
- 1757
-
Automated Nanoparticle Count via Modified BlendMask Instance Segmentation on SEM ImagesLv, Linpeng / He, Futong / Zhang, Jiahui / Mao, Liling / Fan, Jingchuan / Xiao, Guoqiang / Tang, Xiaoqin et al. | 2021
- 1765
-
Dilated Convolutional Neural Network for Tongue Segmentation in Real-time Ultrasound Video DataMozaffari, M. Hamed / Lee, Won-Sook et al. | 2021
- 1773
-
Multi-context 3D Resnet for Small-size False Positive Reduction in Pelvic Lymph Node DetectionPan, Zhen / Huang, Shuo / Wang, Han / Wei, Mingtian / Cui, Junjie / Wang, Ziqiang / Zhang, Haixian et al. | 2021
- 1781
-
Predict the Caenorhabditis elegans Life Stage through Hybrid Deep Neural NetworkSong, Yao / Liu, Jun / Zhao, Zikang / Wang, Junji et al. | 2021
- 1786
-
Evaluation of the impact of domain adaptation on segmentation of Multiple Sclerosis lesions in MRISousa, Isabella Medeiros de / De Oliveira, Marcela / Lisboa-Filho, Paulo Noronha / Cardoso, Jaime Dos Santos et al. | 2021
- 1791
-
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening ApplicationsE Sousa, Martim Quintas / Pedrosa, Joao / Rocha, Joana / Pereira, Sofia Cardoso / Mendonca, Ana Maria / Campilho, Aurelio et al. | 2021
- 1799
-
Brain Tumor Classification on Multi-Modality MRI Using Radiomic FeaturesDe Souza, Davidson Lucas / Coelho, Alessandra Martins / Felipe, Joaquim Cezar / De Freitas Oliveira Baffa, Matheus et al. | 2021
- 1805
-
Leveraging non-lattice subgraphs for suggestion of new concepts for SNOMED CTHao, Xubing / Abeysinghe, Rashmie / Zheng, Fengbo / Cui, Licong et al. | 2021
- 1813
-
Developing Ontologies to Standardize Descriptions of Visual and Dermoscopic ElementsLin, Rebecca Z. / Amith, Muhammad Tuan / Zhang, Xinyuan / Wang, Cynthia / Light, Jeremy / Strickley, John / Tao, Cui et al. | 2021
- 1818
-
Dental EHR-infused Persona Ontologies to Enrich Dental Dialogue Interaction of AgentsNgantcha, Patricia / Amith, Muhammad lTuanr / Roberts, Kirk / Valenza, John A / Walji, Muhammad / Tao, Cui et al. | 2021
- 1826
-
Exploring Sentiment as a Potential Indicator of Bias in Disease OntologiesSlater, Luke T. / Williams, John A. / Schofield, Paul N. / Gkoutos, Georgios V. et al. | 2021
- 1835
-
Multi-view Clustering for the Integration Analysis of Gene Expression and Methylation DataGao, Xiaowei / Liu, Xiaogang / Ma, Xiaoke et al. | 2021
- 1841
-
TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness PredictionLabhishetty, Sahiti / Lourentzou, Ismini / Volk, Michael Jeffrey / Mishra, Shekhar / Zhao, Huimin / Zhai, Chengxiang et al. | 2021
- 1849
-
Construction of Depression Knowledge Graph Based on Biomedical LiteratureLi, Zepeng / Zhang, Yufeng / Huang, Rikui / Zhang, Zhenwen / Zhu, Jianghong / Guo, Zhihua / Hu, Bin et al. | 2021
- 1856
-
Differentially Expressed Mutant Genes Reveal Potential Prognostic Markers For Lung AdenocarcinomaLiu, Yue / Qiu, Shizheng / Hu, Yang / Wang, Yadong et al. | 2021
- 1865
-
DCAE: Selecting Discriminative Genes on Single-cell RNA-seq Data for Cell-type QuantificationLiu, Shuhui / Zhang, Yupei / Peng, Jiajie / Shang, Xuequn et al. | 2021
- 1873
-
Discovering microbe functionality in human disease with a gene-ontology-aware modelLiu, Yunjie / Zhang, Yaozhong / Imoto, Seiya et al. | 2021
- 1881
-
Meta-Analysis of irAEs between Dose of CTLA-4 and PD-1 InhibitorsQian, Jingjie / Ding, Weiyue / Jiang, Yue / Xu, Li et al. | 2021
- 1886
-
Transfer Learning for Gene Ranking across CancersSong, Fei / Liu, Xiaogang / Ma, Xiaoke et al. | 2021
- 1892
-
Predicting Hepatoma-Related Genes Based on Representation Learning of PPI network and Gene Ontology AnnotationsWang, Tao / Shao, Zhiyuan / Xiao, Yifu / Zhang, Xuchao / Chen, Yitian / Shi, Binze / Chen, Siyu / Wang, Yuxian / Peng, Jiajie / Shang, Xuequn et al. | 2021
- 1899
-
Novel Multikernel Trick for Predicting Pan-CancerDistant Metastatic Sites Using a Feature Extraction StrategyXu, Yining / Zhang, Liyuan / Cui, Xinran / Zhao, Tianyi / Wang, Yadong et al. | 2021
- 1906
-
Understanding and Reasoning About Early Signs of Sepsis: From Annotation Guideline to OntologyYan, Melissa Y. / Hovik, Lise Husby / Gustad, Lise Tuset / Nytro, Oystein et al. | 2021
- 1912
-
PocaCNV: A Tool to Detect Copy Number Variants from Population-Scale Genome Sequencing DataZhang, Zhendong / Liu, Yongzhuang / Li, Gaoyang / Wang, Yadong et al. | 2021
- 1919
-
prePathCluster: An novel deep-learning based method for endocrine disease pathway analysisZhang, Ningyi / Zang, Tianyi et al. | 2021
- 1927
-
Automatic detection of infectious diarrhea based on electronic medical recordsZhao, Limin / Li, Xiang / Pan, Hao / Wei, Zhongyu et al. | 2021
- 1927
-
Automated grading of knee osteoarthritis X-ray images based on attention mechanismFeng, Yibo / Liu, Jing / Zhang, Huan / Qiu, Dawei et al. | 2021
- 1933
-
Genome variant calling workflow implementation and deployment in HPC infrastructureDe Armas, Elvismary M. / De Miranda Scherer, Nicole / Lifschitz, Sergio / Boroni, Mariana et al. | 2021
- 1941
-
MANASIG: Python Package to Manipulate Nanopore Signals From Sequencing FilesBarton, Vojtech / Nykrynova, Marketa / Skutkova, Helena et al. | 2021
- 1948
-
Parallel Planar Approximation for Large NetworksGasper, William / Cooper, Kathryn / Cornelius, Nathan / Ali, Hesham et al. | 2021
- 1956
-
scSparkXMBD: High-Performance scRNA-seq Data Processing with SparkLiu, Yu / Gao, Mingxuan / Tan, Lixuan / Liu, Hongjin / Lin, Yating / Yang, Wenxian / Yu, Rongshan et al. | 2021
- 1963
-
Assessment of Potential Primary and Recurrent Ischemic Stroke by Detecting Atrial Fibrillation using 1D-CNN and CHA2DS2-VA ScoreMamun, Mohammad Mahbubur Rahman Khan et al. | 2021
- 1969
-
Raw nanopore squiggle alignment for bacterial typing distinction enhancementNykrynova, Marketa / Barton, Vojtech / Vitek, Martin / Bezdicek, Matej / Lengerova, Martina / Skutkova, Helena et al. | 2021
- 1975
-
Resource Prediction Service for Efficient Execution of Bioinformatics Workflows in Federated Cloud with Machine LearningSobrinho, Matheus / Rosa, Michel / Silva, Waldeyr / Araujo, Aleteia et al. | 2021
- 1984
-
Fine-Grained Chemical Entity Typing with Multimodal Knowledge RepresentationSun, Chenkai / Li, Weijiang / Xiao, Jinfeng / Parulian, Nikolaus Nova / Zhai, ChengXiang / Ji, Heng et al. | 2021
- 1992
-
Addressing Load Imbalance in Bioinformatics and Biomedical Applications: Efficient Scheduling across Multiple GPUsThavappiragasam, Mathialakan / Kale, Vivek / Hernandez, Oscar / Sedova, Ada et al. | 2021
- 2000
-
CCTV: a new network-based methodology for the analysis and visualization of COVID-19 dataMilano, Marianna et al. | 2021
- 2002
-
Computational Electrostatics Predict Variations in SARS-CoV-2 Spike and Human ACE2 InteractionsMorton, Scott P. / Phillips, Joshua L. et al. | 2021
- 2010
-
REWOC: Remote Early Warning of Out-of-ICU Crashes in COVID Care Areas using IoT DevicePathinarupothi, Rahul Krishnan / Sathyapalan, Dipu T. / Moni, Merlin / Menon, K A Unnikrishna / Ramesh, Maneesha Vinodini et al. | 2021
- 2014
-
Leveraging Drug-Target Interaction Data for the Translation of Computational Models into Clinically Actionable InterventionsRichmanz, Spencer C. / Lyman, Cole A. / Morris, Matthew C. / Caoy, Hongbao / Nesterovay, Anastasia / Yuryevy, Anton / Cheadley, Chris / Broderick, Gordon et al. | 2021
- 2022
-
Characterization of Long COVID using text mining on narrative medicine textsScarpino, Ileana / Zucco, Chiara / Cannataro, Mario et al. | 2021
- 2028
-
A Transformer-based Network for Pathology Image ClassificationDing, Meidan / Qu, Aiping / Zhong, Haiqin / Liang, Hao et al. | 2021
- 2043
-
AEFNet: Adaptive Scale Feature Based on Elastic-and-Funnel Neural Network for Healthcare RepresentationLiu, Yang / Wu, Jialun / Wei, Yuhua / Mao, Bing / Li, Chen / Gong, Tieliang et al. | 2021
- 2051
-
W-Net: A Two-Stage Convolutional Network for Nucleus Detection in Histopathology ImageMao, Anyu / Wu, Jialun / Bao, Xinrui / Gao, Zeyu / Gong, Tieliang / Li, Chen et al. | 2021
- 2059
-
Meta Mask Correction for Nuclei Segmentation in Histopathological ImageShi, Jiangbo / Jia, Chang / Gao, Zeyu / Gong, Tieliang / Wang, Chunbao / Li, Chen et al. | 2021
- 2064
-
Automated Classification Map Generation of Prostate Cancer using Deep LearningTan, Wenhan / Breen, David E. / Garcia, Fernando U. / Zarella, Mark D. et al. | 2021
- 2072
-
A Contrastive Learning-based PPC-UNet for Colorectal Histopathology Whole Slide Image SegmentationWang, Yuxuan / Li, Xuechen / Liu, Jingxin / Shen, Linlin / Sun, Kunming / Wang, Suying et al. | 2021
- 2080
-
BioIE: Biomedical Information Extraction with Multi-head Attention Enhanced Graph Convolutional NetworkWu, Jialun / Zhang, Ruonan / Gong, Tieliang / Liu, Yang / Wang, Chunbao / Li, Chen et al. | 2021
- 2088
-
PIMIP: An Open Source Platform for Pathology Information Management and IntegrationWu, Jialun / Mao, Anyu / Bao, Xinrui / Zhang, Haichuan / Gao, Zeyu / Wang, Chunbao / Gong, Tieliang / Li, Chen et al. | 2021
- 2096
-
A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous DataWu, Jialun / Zhang, Ruonan / Gong, Tieliang / Zhang, Haichuan / Wang, Chunbao / Li, Chen et al. | 2021
- 2104
-
A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep LearningWu, Jialun / Zhang, Ruonan / Gong, Tieliang / Bao, Xinrui / Gao, Zeyu / Zhang, Haichuan / Wang, Chunbao / Li, Chen et al. | 2021
- 2112
-
A Modified Convolutional Neural Network for Nuclei Classification in Histopathology ImageZhong, Haiqin / Qu, Aiping / Liang, Hao / Ding, Meidan et al. | 2021
- 2120
-
LncRNA PNKY is upregulated in breast cancer and promotes cell proliferation and EMT in breast cancer cellsHakiminia, Forough / Alipoor, Firooz Jannat / Asadi, Malek Hossein et al. | 2021
- 2128
-
A Deep Learning Approach to LncRNA Subcellular Localization Using Inexact q-mersYi, Weijun / Adjeroh, Donald A. et al. | 2021
- 2134
-
Time-Series Analysis of Gene Correlation Networks based on Single-Cell Transcriptome DataAsano, Yasuhito / Ogawa, Tatsuro / Shichino, Shigeyuki / Ueha, Satoshi / Matsushima, Koji / Ogura, Atsushi et al. | 2021
- 2142
-
A Bayesian framework for inferring heterogeneity of cellular processes using single-cell dataHe, Wenlong / Xia, Peng / Zhang, Xinan / Tian, Tianhai et al. | 2021
- 2147
-
The effect of the infarct regions on vulnerability to reentry in two different stages of myocardial infarctionLiang, Cuiping / Liu, Jun / Li, Qince / Wang, Kuanquan et al. | 2021
- 2155
-
Integration of Multiple scRNA-Seq Datasets on the Autoencoder Latent SpaceRiva, Simone G. / Cazzaniga, Paolo / Tangherloni, Andrea et al. | 2021
- 2163
-
Single-cell RNA sequencing data clustering using graph convolutional networksWang, Tianyu / Li, Bingjun / Nabavi, Sheida et al. | 2021
- 2171
-
Multi-omic data integration applied to molecular tumor classificationAlves, Sarah Hannah / Lanna, Cristovao Antunes de / Leite, Karla Tereza Figueiredo / Boroni, Mariana / Vellasco, Marley Maria Bernardes Rebuzzi et al. | 2021
- 2179
-
Derivation of a Cost-Sensitive COVID-19 Mortality Risk Indicator Using a Multistart FrameworkArmananzas, Ruben / Diaz, Adrian / Martinez-Garcia, Mario / Mazuelas, Santiago et al. | 2021
- 2187
-
Fine-Grained Synonymous Codon Usage Patterns and their Potential Role in Functional Protein ProductionBabjac, Ashley / Li, Jun / Emrich, Scott et al. | 2021
- 2194
-
An Immune Inspired Algorithm for Fault Tolerant Enhanced Multimodal Machine LearningCross, Mattias / Radu, Valentin et al. | 2021
- 2201
-
Internal Validation of Unsupervised Clustering following an Association Accuracy HeuristicFuetterer, Cornelia / Augustin, Thomas et al. | 2021
- 2211
-
An Integrated Multi-Omics Approach for AMR Phenotype Prediction of Gut MicrobiotaGao, Pei / Chen, Zheng / Wang, Dong / Huang, Ming / Ono, Naoaki / Altaf-Ul-Amin, Md / Kanaya, Shigehiko et al. | 2021
- 2217
-
Predicting lncRNA-disease associations with network based message passingHu, Xiaocao / Liu, Yuxin et al. | 2021
- 2223
-
Prediction of hot spots in protein-protein interaction by Nine-Pipeline & Ensemble Learning strategyHu, Jing / Li, Zonghao / Zhang, Xiaolong / Chen, Nansheng et al. | 2021
- 2231
-
Speaker recognition with voice evoked EEGHu, Lang / Zhu, Li / Huang, Hui / Lin, Guang / Ren, Bin / Zhang, Jianhai et al. | 2021
- 2237
-
Automated Molecule Generation using Deep Q-Learning and Graph Neural NetworksIsik, Riza / Tan, Mehmet et al. | 2021
- 2245
-
Alzheimer’s Disease Classification Using Genetic DataKhanal, Subash / Chen, Jin / Jacobs, Nathan / Lin, Ai-Ling et al. | 2021
- 2253
-
GenDAI – AI-Assisted Laboratory Diagnostics for Genomic ApplicationsKrause, Thomas / Jolkver, Elena / Bruchhaus, Sebastian / Kramer, Michael / Hemmje, Matthias et al. | 2021
- 2259
-
Seizure Onset Detection Using Common Spatial Pattern and Discriminative Log-Euclidean Kernel-Based Gaussian ProcessLei, Chang / Wang, Dixin / Chao, Jinlong / Zhang, Xuan / Zheng, Shuzhen / Wu, Hongtong / Peng, Hong et al. | 2021
- 2266
-
A System for Spatio-Temporal Cell Detection and Segmentation in Time-Lapse MicroscopyMakrogiannis, Sokratis / Annasamudram, Nagasoujanya / Wang, Yibing / Miranda, Hector / Zheng, Keni et al. | 2021
- 2281
-
Learning Personal Food Preferences via Food Logs EmbeddingMetwally, Ahmed A. / Leong, Ariel K. / Desai, Aman / Nagarjuna, Anvith / Perelman, Dalia / Snyder, Michael et al. | 2021
- 2294
-
An Information-Theoretic Framework for Identifying Age-Related Genes Using Human Dermal Fibroblast Transcriptome DataMohamadi, Salman / Adjeroh, Donald A. et al. | 2021
- 2301
-
LASSO-based feature selection for improved microbial and microbiome classificationQueen, Owen / Emrich, Scott J. et al. | 2021
- 2309
-
Deep CNN-Based Computer-Aided Diagnosis for Drowning Detection using Post-mortem Lungs CT ImagesQureshi, Amber Habib / Zhang, Xiaoyong / Ichiji, Kei / Kawasumi, Yusuke / Usui, Akihito / Funayama, Masato / Homma, Noriyasu et al. | 2021
- 2314
-
A Comparison of Concept Embeddings for German Clinical CorporaRasheed, Aadil / Borchert, Florian / Kohlmeyer, Lasse / Henkenjohann, Richard / Schapranow, Matthieu-P. et al. | 2021
- 2322
-
Finding Single and Multi-Gene Expression Patterns for Psoriasis Using Sub-Pattern Frequency PruningSmith, Kenneth / Lea, Jamie / Climer, Sharlee et al. | 2021
- 2330
-
Environmental and genome-wide association study on children anxiety and depressionThapaliya, Bishal / Calhoun, Vince D. / Liu, Jingyu et al. | 2021
- 2338
-
Identification of Depression with a Semi-supervised GCN based on EEG DataWang, Dixin / Lei, Chang / Zhang, Xuan / Wu, Hongtong / Zheng, Shuzhen / Chao, Jinlong / Peng, Hong et al. | 2021
- 2346
-
MMBDE: A Two-stage Hybrid Feature Selection Method From Microarray DataXie, Weidong / Chi, Yuhuan / Wang, Linjie / Yu, Kun / Li, Wei et al. | 2021
- 2352
-
Drug-target interaction prediction based on nonnegative and self-representative matrix factorizationYe, Yihua / Chen, Yuxin / Zhang, Zhongnan / Wen, Yuqi / He, Song / Bo, Xiaochen et al. | 2021
- 2360
-
A Novel Class Imbalance-oriented Polynomial Neural Network Algorithm for Disease DiagnosisYuan, Xiaohan / Chen, Shuyu / Sun, Chuan / Yuwen, Lu et al. | 2021
- 2368
-
An Attention Based Deep Learning Model for Direct Estimation of Pharmacokinetic Maps from DCE-MRI ImagesZeng, Qingyuan / Zhou, Wu et al. | 2021
- 2376
-
TR-index: Semantic Characterization for Non-invasive Fetal ECG Signal Quality AssessmentZhong, Wei / Du, Wei et al. | 2021
- 2384
-
Toward Drug-Target Interaction Prediction via Ensemble Modeling and Transfer LearningKao, Po-Yu / Kao, Shu-Min / Huang, Nan-Lan / Lin, Yen-Chu et al. | 2021
- 2392
-
Supercomputer Supported Online Deep Learning Techniques for High Throughput EEG PredictionLi, Xiang / Zhang, Yazhou / Li, Jing et al. | 2021
- 2399
-
Inferring DTIs Based on Similarity Clustering and CaGCN-DTI Model from Heterogeneous NetworkLi, Aoxing / Lin, Xiaoli / Yu, Haiping et al. | 2021
- 2407
-
An Acne Grading Framework on Face Images via Skin Attention and SFNetLin, Yi / Guan, Yi / Ma, Zhaoyang / You, Haiyan / Cheng, Xue / Jiang, Jingchi et al. | 2021
- 2415
-
Bioinformatics analysis of miRNAs identifies enrichment of axon guidance pathway genes in ovarian cancer stem cellsCai, Shurui / Fu, Renata / Wang, Kevin / Li, Na / Chen, Haowen / Xi, Ellie / Lin, Daniel / Bai, Yongsheng / Wang, Qi-En et al. | 2021
- 2423
-
Mining Cancer Cell Line-Based Drugs to Benefit KRAS(G12D) Pancreatic Adenocarcinoma PatientsKaushik, Aman Chandra / Mehmood, Aamir / Kumar, Ajay / Babu, Ankit / Wei, Dong-Qing / Zhao, Zhongming et al. | 2021
- 2429
-
Analysis of SARS-CoV-2 protein interactome mapLecca, Paola / Carpentieri, Bruno / Labini, Paolo Sylos / Vella, Flavio / Troiani, Emidio / Cavezzi, Attilio et al. | 2021
- 2437
-
Computational Prediction of Biological Signatures for Candidate Driver Genes Associated with Ovarian CancerLin, Daniel / Fu, Renata / Xi, Ellie / Bai, Yongsheng et al. | 2021
- 2443
-
Negatively-Associated Maximal Frequent Geneset Mining on DNA Methylation ProfileMallik, Saurav / Rakshit, Souvik / Maulik, Ujjwal / Zhao, Zhongming et al. | 2021
- 2451
-
CGN-MPred: Cofunctional Gene Network-based Mutation Prediction from Exposure ConditionsOkwori, Michael / Eslami, Ali et al. | 2021
- 2456
-
COVID19-OBKG: An Ontology-Based Knowledge Graph and Web Service for COVID-19Zheng, Xiangwen / Xiao, Yu / Song, Wei / Tong, Fan / Liu, Sheng / Zhao, Dongsheng et al. | 2021
- 2463
-
Generating Physically-Realistic Tertiary Protein Structures with Deep Latent Variable Models Learning Over Experimentally-available StructuresAlam, Fardina Fathmiul / Shehu, Amarda et al. | 2021
- 2471
-
RNA Secondary Structure Database, Analysis Tool-Set, and Case-Study Results on SARS-CoV-2Arslan, Abdullah N. / Mete, Mutlu / Kumari, Anjali et al. | 2021
- 2479
-
A Conical Representation of Hydrogen Bond Geometry for Quantifying Bond InteractionsBuranasilp, Chesphongphach / Chen, Brian Y. et al. | 2021
- 2487
-
Calculation of Protein-Ligand Binding Free Energy Using a Physics-Guided Neural NetworkCain, Sahar / Risheh, Ali / Forouzesh, Negin et al. | 2021
- 2494
-
Understanding the binding of the same ligand to GPCRs of different familiesDankwah, Kwabena Owusu / Mohl, Jonathon E / Begum, Khodeza / Leung, Ming-Ying et al. | 2021
- 2502
-
A study on the impact of the distance types involved in protein structure determination by NMRHengeveld, Simon B. / Malliavin, T. / Lin, J.H. / Liberti, L. / Mucherino, A. et al. | 2021
- 2511
-
Assessing the Effects of Amino Acid Insertion and Deletion MutationsJilani, Muneeba / Turcan, Alistair / Haspel, Nurit / Jagodzinski, Filip et al. | 2021
- 2519
-
Antigen Binding Reshapes Antibody Energy Landscape and Conformation DynamicsKabir, Kazi Lutful / Nussinov, Ruth / Ma, Buyong / Shehu, Amarda et al. | 2021
- 2527
-
Characterizing the Behavior of Mutated Proteins with EMCAP: the Energy Minimization Curve Analysis PipelineLee, Matthew / Roy, Bodi Van / Jagodzinski, Filip et al. | 2021
- 2533
-
pH Dependent Binding Energies of Broadly Neutralizing AntibodiesMorton, Scott P. / Phillips, Joshua L. et al. | 2021
- 2541
-
Assignment of Protein Secondary Structure Elements from Cα Backbone Trace: An Ensemble of Machine Learning ApproachesNasr, Kamal Al / Sekmen, Ali et al. | 2021
- 2546
-
Deep Learning for Assignment of Protein Secondary Structure Elements from Cɑ CoordinatesNasr, Kamal Al / Sekmen, Ali / Bilgin, Bahadir / Jones, Christopher / Koku, Ahmet Bugra et al. | 2021
- 2553
-
Tracing Filaments in Simulated 3D Cryo-Electron Tomography Maps Using a Fast Dynamic Programming AlgorithmSazzed, Salim / Scheible, Peter / He, Jing / Wriggers, Willy et al. | 2021
- 2560
-
TomoSim: Simulation of Filamentous Cryo-Electron TomogramsScheible, Peter / Sazzed, Salim / He, Jing / Wriggers, Willy et al. | 2021
- 2566
-
Discovering SARS-CoV-2 genes and mutations adapted for humans in 2594 genomesSun, Weitao et al. | 2021
- 2574
-
DiffBond: A Method for Predicting Intermolecular Bond FormationTam, Justin / Palumbo, Talulla / Miwa, Julie M. / Chen, Brian Y. et al. | 2021
- 2587
-
Allosteric Modulation of Small Molecule Drugs on ACE2 Conformational Change upon Binding to SARS-CoV-2 Spike ProteinWang, Duen-Shian / Hayatshahi, Hamed S / Jayasinghe-Arachchige, Vindi M. / Liu, Jin et al. | 2021
- 2595
-
Autonomic Dysfunction in Amyotrophic Lateral Sclerosis: Preliminary Insights from Insula Imaging and Heart Rate Variability StudiesBrown, Alexander / Ferguson, Bradley / Green, Bruce / Pearre, Justin / Anunoby, Ifeoma / Cirstea, Carmen M. et al. | 2021
- 2598
-
A rare case of intracystic Her-2 positive young breast cancerJia, Xiaochen / Meng, Wenjing / Li, Shufen / Tong, Zhongsheng / Jia, Yongsheng et al. | 2021
- 2603
-
Leveraging Integrative Knowledge Graphs to Improve Health Information Access for Rare DiseasesNguyen, Eac-Trung / Sid, Eric et al. | 2021
- 2606
-
Etiology context of rare diseases in the Human Disease OntologySchriml, Lynn M. / Baron, J. Allen et al. | 2021
- 2609
-
Data Normalization Improves Semantic Annotation – a Case Study of Rare Disease Name AnnotationTang, Charlie / Xu, Yanji / Zhu, Qian et al. | 2021
- 2612
-
Systematically analysis of USF3 expression in different types of cancerWang, Zhuozhi / Chen, Yongzi et al. | 2021
- 2614
-
Scientific Evidence Based Knowledge Graph in Rare DiseasesZhu, Qian / Liu, Ruizheng / Vatas, Gunjan / Clough, Andrew / Xu, Yanji / Nguyen, Eac-Trung / Mathe, Ewy / Sid, Eric et al. | 2021
- 2618
-
Better Understand Rare Disease Patients’ Needs by Analyzing Social Media Data – a Case Study of Cystic FibrosisZhu, Qian / Sundstrom, Eric / Xu, Yanji et al. | 2021
- 2622
-
Decoding Imagined Speech Using Wearable EEG Headset For a Single SubjectAkshi / Rao, Madhav et al. | 2021
- 2628
-
Real-Time EMG Signal Classification via Recurrent Neural NetworksAzhiri, Reza Bagherian / Esmaeili, Mohammad / Nourani, Mehrdad et al. | 2021
- 2636
-
Targeting Neuraminidase A of Multidrug-Resistant Streptococcus pneumoniae: Molecular Docking and Redesign of Traditional Chinese Medicine CompoundsCacacho, Marianne Frances C. / Ghori, Hina Jasmin C. / Endriga, Marla A. / Frio, Enrique Jose L. et al. | 2021
- 2643
-
Joint feature and task aware multi-task feature learning for Alzheimer’s disease diagnosisCao, Peng / Liang, Wei / Zhang, Kai / Tang, Shanshan / Yang, Jinzhu et al. | 2021
- 2651
-
Target-less Drug Discovery Pipeline using Feature Driven Development (FDD) modelChandra, Rini / Javed, Mohammed / Rajesh, Bulla / Sanjeev, B S / Khijmatgar, Shahnawaz et al. | 2021
- 2659
-
Event-related fMRI over-segmentation by Rough Simple Linear Iterative Clustering applied in schizophrenia diagnosisCruz-Martinez, Claudia / Reyes-Garcia, Carlos A. et al. | 2021
- 2667
-
Effective techniques for intelligent cardiotocography interpretation using XGB-RF feature selection and stacking fusionFeng, Junyuan / Liang, Jincheng / Qiang, Zihan / Li, Xia / Chen, Qinqun / Liu, Guiqing / Hong, Jiaming / Hao, Zhifeng / Wei, Hang et al. | 2021
- 2674
-
Cross-Modality Generation of Amyloid PET from FDG PET for Alzheimer’s Disease DiagnosisFu, Yu / Xue, Le / Liao, Yi / Chen, Lin / Niu, Meng / Zhang, Hong / Tian, Mei / Zhuo, Cheng et al. | 2021
- 2682
-
Physician Prescribing Changes Impacted by Patient-Initiated Online Health SearchesGrasso, Michael A. / Kim, Zachary / Rogalski, Alexandra / Nosrati, Benjamin / Farrukh, Naveed et al. | 2021
- 2686
-
CurrMG: A Curriculum Learning Approach for Graph Based Molecular Property PredictionGu, Yaowen / Zheng, Si / Li, Jiao et al. | 2021
- 2694
-
Comparing the Predictive Power of Heart Failure Hospitalisation Risk Scores in the Diabetic Outpatient Clinic and Primary Care SettingsGuazzo, Alessandro / Battaggia, Alessandro / Longato, Enrico / Franco-Novelletto, Bruno / Avogaro, Angelo / Fadini, Gian Paolo / Cancian, Maurizio / Camillo, Barbara Di / Sparacino, Giovanni / Fusello, Massimo et al. | 2021
- 2700
-
Omics feature learning for cross individual ALS disease identification with EMG signalHao, Chenxu / Qu, Yali / Wang, Xujian / Teng, Shenghua / Liu, Yan / He, Ji / Fan, Dongsheng / Zhang, Shuo et al. | 2021
- 2706
-
A PDRVIO Loosely coupled Indoor Positioning System via Robust Particle FilterHu, Xinwei / Wang, Ziqi / Jin, Ge / Huang, Weilong / Zheng, Lingxiang / Peng, Ao / Zheng, Huiru / Wang, Haiying et al. | 2021
- 2714
-
Analysis of Depression Magnetoencephalogram Based on Multiscale Mutual Mode EntropyHuang, Yan / Qian, Jing / Lv, Zhiwei / Wang, Qiong / Bai, Dengxuan / Yan, Wei / Wang, Jun et al. | 2021
- 2720
-
SURFR: A Real-Time Platform for Non-Coding RNA Fragmentation Analysis Using WaveletsKasukurthi, Mohan Vamsi / Houserova, Dominika / Huang, Yulong / Li, Shengyu / Li, Dongqi / Lin, Jingwei / Yang, Guanhuan / Tan, Shaobo / Bourrie, David / Ma, Bin et al. | 2021
- 2728
-
Optical Imaging for Monitoring Pectus Excavatum TherapyKidane, Nahom / Shen, Yuzhong / Kelly, Robert E. et al. | 2021
- 2733
-
A probabilistic model for pathway-guided gene set selectionKim, Inyoung / Lee, Sangseon / Kim, Youngkuk / Namkoong, Hugh / Kim, Sun et al. | 2021
- 2741
-
Text Fingerprinting and Topic Mining in the Prescription Opioid Use LiteratureLe, Huyen / Zhou, Junxiu / Zhao, Weizhong / Perkins, Roger / Ge, Weigong / Lyn-Cook, Beverly / Francis, Henry / Hong, Huixiao / Tong, Weida / Zou, Wen et al. | 2021
- 2749
-
Decentralizing the storage of a DICOM compliant PACSLebre, Rui / Silva, Luis Bastiao / Costa, Carlos et al. | 2021
- 2757
-
Dynamic Restricted Column Generation in MIQP for Cancer Radiation TherapyLee, Eva K. / Cha, Kyungduck et al. | 2021
- 2766
-
Multi-Site Best Practice Discovery: From Free Text to Standardized Concepts to Clinical DecisionsLee, Eva K / Li, Zhunan / Wang, Yuanbo / Hagen, Matthew S / Davis, Robert / Egan, Brent M et al. | 2021
- 2774
-
Modified Linear Fascicle Evaluation (mLiFE) for Improving the Fiber Tractography of Stroke Patients using Diffusion MRILi, Yujia / Ge, Yunxiang / Dou, Weibei / Zhang, Guangzhu et al. | 2021
- 2780
-
A Mild Depression Recognition with Classifier Combination Method Based on Differential EvolutionLi, Yalin / Hu, Bin / Zheng, Fa / Zheng, Xiangwei et al. | 2021
- 2788
-
A New Classification Algorithm and a New Oversampling Method of Mapping Common Data Elements to the BRIDG ModelLi, Shengyu / Huang, Yulong / Kasukurthi, Mohan Vamsi / Yang, Jiajie / Li, Dongqi / Yang, Guanhuan / Lin, Jingwei / Tan, Shaobo / Bourrie, David / Ma, Bin et al. | 2021
- 2796
-
SNPs Filtered by Allele Frequency Improve the Prediction of Hypertension SubtypesLi, Yiming / Shah, Sanjiv J. / Arnett, Donna / Irvin, Ryan / Luo, Yuan et al. | 2021
- 2803
-
A simulation study: electrical alternances during ischemia 1a, 1b and myocardial infarctionLiang, Cuiping / Liu, Jun / Wang, Kuanquan / Li, Qince et al. | 2021
- 2811
-
The Design and Implementation of Perioperative Adverse Events Advisory and Command SystemLiu, Xiang / Zhang, Ju / Lin, XiaoGuang / Sun, AnLong / Zhang, Da / Huang, Wei et al. | 2021
- 2817
-
Textual Data Augmentation for Patient Outcomes PredictionLu, Qiuhao / Dou, Dejing / Nguyen, Thien Huu et al. | 2021
- 2822
-
The Model Of The Multilayer Blood-Filled Biological TissueMamilov, Serhii / Bekh, Igor / Bekh, Elizabeth et al. | 2021
- 2826
-
Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning MethodsPascual-Sanchez, Lidia / Mora-Jimenez, Inmaculada / Martinez-Aguero, Sergio / Alvarez-Rodriguez, Joaquin / Soguero-Ruiz, Cristina et al. | 2021
- 2834
-
Using machine learning approach to predict short-term mortality risk of acute myocardial infarction after emergency admissionPeng, Po-Cheng / Chien, Hsu-Chun / Mitra, Prasenjit / Pai, Tun-Wen / Wang, Chao-Hung / Liu, Min-Hui et al. | 2021
- 2840
-
Utilizing domain-based features to improve classification accuracy of biomedical text having bacterial associationsPokhrel, Vatsala / Kuntal, Bhusan K. / Srivastava, Divyanshu / Mande, Sharmila S. / Das Baksi, Krishanu et al. | 2021
- 2848
-
A Context-based Crowd Sourcing Tool for Quality Assurance of SNOMED CTQazi, Kashifuddin / Agrawal, Ankur et al. | 2021
- 2855
-
Comparison of Responses of Ion-Channel and Simplified Pacemaker Cell Models on External StimulationRyzhii, Maxim / Ryzhii, Elena et al. | 2021
- 2862
-
Evaluation of a Prescription Outlier Detection System in Hospital’s Pharmacy ServicesSantos, Henrique D. P. Dos / Ulbrich, Ana Helena D. P. S. / Vieira, Renata et al. | 2021
- 2869
-
DeepPPPred: Deep Ensemble Learning with Transformers, Recurrent and Convolutional Neural Networks for Human Protein-Phenotype Co-mention ClassificationShahri, Morteza Pourreza / Lyon, Katrina / Schearer, Julia / Kahanda, Indika et al. | 2021
- 2877
-
Robust Metabolic Syndrome Risk Index Based on Triangular Areal SimilarityShin, Hyunseok / Shim, Simon / Choo, Charles / Hwang, Doosung / Nah, Yunmook / Oh, Sejong et al. | 2021
- 2885
-
Early Prediction of Mortality in Critical Care Setting in Sepsis Patients Using Structured Features and Unstructured Clinical NotesShin, Jiyoung / Li, Yikuan / Luo, Yuan et al. | 2021
- 2891
-
Why Is a Rule-based Shock Early Warning System Not Accurate: a Case StudyTang, Tianhua / Nan, Shan / Lin, Ling / Jin, Xinhao / Liao, Weichao / Lv, Xudong et al. | 2021
- 2896
-
MolCloze: A Unified Cloze-style Self-supervised Molecular Structure Learning Model for Chemical Property PredictionWang, Yingheng / Chen, Xin / Min, Yaosen / Wu, Ji et al. | 2021
- 2904
-
Spectra-based Classification of Audiovisual and Visuospatial Face-name Associative Memories using EEGWilliam, Femi / Zhu, Feng / Aygun, Ramazan / Ponter, Mattie et al. | 2021
- 2912
-
Combining Query Reformulation and Re-ranking to Improve Query Expansion in Chinese EMR RetrievalYang, Songchun / Zheng, Xiangwen / Xiao, Yu / Yang, Yu / Zhao, Dongsheng et al. | 2021
- 2920
-
Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with TransformerYang, Ziwei / Wang, Dong / Chen, Zheng / Huang, Ming / Ono, Naoaki / Altaf-Ul-Amin, Md / Kanaya, Shigehiko et al. | 2021
- 2924
-
Emotion and Worry Measurement Comparison of United Kingdom and Thailand During The First COVID-19 Lockdown SituationYongthasaneekul, Thanaboon / Thammaboosadee, Sotarat et al. | 2021
- 2931
-
Enhanced Bayesian detection for copy number alterations from next-generation sequencing dataYu, Zhenhua / Du, Fang et al. | 2021
- 2937
-
The Change of Orthopedic Patient Satisfaction Is Associated with the Change of Provider Sex – A Personal Level Data Mining AnalysisZhao, Peng / Yoo, Illhoi / Moxley, David et al. | 2021
- 2943
-
Factors Associated with Orthopedic Patient Satisfaction - A Statistical and Decision Tree AnalysisZhao, Peng / Yoo, Illhoi / Moxley, David et al. | 2021
- 2949
-
Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health RecordsZhao, Yiqing / Luo, Yuan et al. | 2021
- 2962
-
A Federated Adversarial Learning Method for Biomedical Named Entity RecognitionZhao, Hanyu / Yuan, Sha / Xie, Niantao / Leng, Jiahong / Wang, Guoqiang et al. | 2021
- 2970
-
Automatic Medical Lesion Annotation via Feature Fusion Correlation NetworkZhou, Chuan / Chen, Junjing / Zhang, Tian / Tang, Ximan / Dai, Siying / Chen, Leiting et al. | 2021
- 2977
-
VHINFGM: Virus-Host Interaction prediction via Network Fusion and Graph MiningZhu, Qiang / Dai, Qinghui / Wang, Bangchao / Liang, Jinxing / Liu, Junping / Li, Li / Hu, Xinrong et al. | 2021
- 2985
-
Heart Rate Monitoring Using PPG With Smartphone CameraAyesha, Amtul Haq / Qiao, Donghao / Zulkernine, Farhana et al. | 2021
- 2992
-
Personalized Stress Monitoring AI System For Healthcare WorkersBangani, Raina Ghanshyam / Menon, Vineetha / Jovanov, Emil et al. | 2021
- 2998
-
Control Techniques for Neuromuscular Electrical Stimulation: A Brief SurveyBarbosa, William S. / Temporao, Guilherme P. / Meggiolaro, Marco A. et al. | 2021
- 3006
-
Outlier Detection for Spotting Micro-expressionsCao, Ranlei / Liu, Xinyu / Zhou, Ju / Chen, Dong / Peng, Dairong / Chen, Tong et al. | 2021
- 3012
-
Design and Application of a Portable Sleep Inertia Detection System Based on EEG SignalsCui, Yunzhi / Tian, Fuze / Zhao, Qinglin / Hu, Bin et al. | 2021
- 3018
-
A framework for clinical data integration and annotation for decision supportGiancotti, Raffaele / Vizza, Patrizia / Tradigo, Giuseppe / Veltri, Pierangelo et al. | 2021
- 3021
-
An Interpretable Temporal Convolutional Network Model for Acute Kidney Injury Prediction in the Intensive Care UnitHuang, Wei / Chen, Yuwen / Wang, Peng / Liu, Xiang / Liu, Shuguang et al. | 2021
- 3029
-
A Sequence-to-sequence Based Error Correction Model for Medical Automatic Speech RecognitionJiang, Yu / Poellabauer, Christian et al. | 2021