Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images (English)
- New search for: Yan, Rui
- Further information on Yan, Rui:
- https://orcid.org/0000-0002-1336-1740
- New search for: Lv, Zhilong
- Further information on Lv, Zhilong:
- https://orcid.org/0000-0002-0708-8880
- New search for: Yang, Zhidong
- Further information on Yang, Zhidong:
- https://orcid.org/0000-0002-9738-0227
- New search for: Lin, Senlin
- Further information on Lin, Senlin:
- https://orcid.org/0009-0001-6593-4088
- New search for: Zheng, Chunhou
- Further information on Zheng, Chunhou:
- https://orcid.org/0000-0002-2695-1926
- New search for: Zhang, Fa
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- https://orcid.org/0000-0002-2081-9369
- New search for: Yan, Rui
- Further information on Yan, Rui:
- https://orcid.org/0000-0002-1336-1740
- New search for: Lv, Zhilong
- Further information on Lv, Zhilong:
- https://orcid.org/0000-0002-0708-8880
- New search for: Yang, Zhidong
- Further information on Yang, Zhidong:
- https://orcid.org/0000-0002-9738-0227
- New search for: Lin, Senlin
- Further information on Lin, Senlin:
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- New search for: Zheng, Chunhou
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In:
IEEE Journal of Biomedical and Health Informatics
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28
, 1
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7-18
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2024
- Article (Journal) / Electronic Resource
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Title:Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images
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Contributors:Yan, Rui ( author ) / Lv, Zhilong ( author ) / Yang, Zhidong ( author ) / Lin, Senlin ( author ) / Zheng, Chunhou ( author ) / Zhang, Fa ( author )
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Published in:IEEE Journal of Biomedical and Health Informatics ; 28, 1 ; 7-18
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Publisher:
- New search for: IEEE
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Publication date:2024-01-01
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Size:6112094 byte
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 28, Issue 1
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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Table of Contents| 2024
- 4
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Guest Editorial Computational Mathematics Modeling in Cancer AnalysisQin, Wenjian / Liu, Tianming / Zhang, Fa et al. | 2024
- 7
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Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide ImagesYan, Rui / Lv, Zhilong / Yang, Zhidong / Lin, Senlin / Zheng, Chunhou / Zhang, Fa et al. | 2024
- 19
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Survival Analysis for Multimode Ablation Using Self-Adapted Deep Learning Network Based on Multisource FeaturesZhao, Ziqi / Li, Wentao / Liu, Ping / Zhang, Aili / Sun, Jianqi / Xu, Lisa X. et al. | 2024
- 31
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A Novel Feature Engineering Method Based on Latent Representation Learning for Radiomics: Application in NSCLC Subtype ClassificationSong, Fan / Tian, Jiaxin / Zhang, Peng / Ma, Chenbin / Sun, Yangyang / Feng, Youdan / Zhang, Tianyi / Lei, Yanli / He, Yufang / Cai, Zhongyu et al. | 2024
- 42
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Multi-Level Feature Exploration and Fusion Network for Prediction of IDH Status in Gliomas From MRIZhang, Jiawei / Cao, Jianyun / Tang, Fan / Xie, Tao / Feng, Qianjin / Huang, Meiyan et al. | 2024
- 54
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End-to-End Prediction of EGFR Mutation Status With DenseformerZhao, Shijie / Li, Wenyuan / Liu, Zhuoyan / Pang, Tianji / Yang, Yang / Qiang, Ning / Zhao, Jingyi / Li, Bangguo / Lei, Baiying / Han, Junwei et al. | 2024
- 66
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Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAMLi, Yilong / Wang, Linyan / Huang, Xingru / Wang, Yaqi / Dong, Le / Ge, Ruiquan / Zhou, Huiyu / Ye, Juan / Zhang, Qianni et al. | 2024
- 78
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Cross-Domain Nuclei Detection in Histopathology Images Using Graph-Based Nuclei Feature AlignmentWang, Zhi / Fan, Kai / Zhu, Xiaoya / Liu, Honglei / Meng, Gang / Wang, Minghui / Li, Ao et al. | 2024
- 89
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Multimodal Transformer of Incomplete MRI Data for Brain Tumor SegmentationTing, Hsienchih / Liu, Manhua et al. | 2024
- 100
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Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-Institutional Patient-Based Data NormalizationLi, Wen / Lam, Saikit / Wang, Yinghui / Liu, Chenyang / Li, Tian / Kleesiek, Jens / Cheung, Andy Lai-Yin / Sun, Ying / Lee, Francis Kar-ho / Au, Kwok-hung et al. | 2024
- 110
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Collaborative Transfer Network for Multi-Classification of Breast Cancer Histopathological ImagesLiu, Liangliang / Wang, Ying / Zhang, Pei / Qiao, Hongbo / Sun, Tong / Zhang, Hui / Xu, Xue / Shang, Hongcai et al. | 2024
- 122
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Improving Tumor Classification by Reusing Self-Predicted Segmentation of Medical Images as Guiding KnowledgeLin, Xiaoyi / Wang, Mingyu / Li, Fei / Xu, Ziyue / Chen, Jia / Chen, Xin / Yuan, Chenglang / Wu, Songxiong / Luo, Yanji / Shen, Jingxian et al. | 2024
- 134
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Single-Cell Heterogeneity-Aware Transformer-Guided Multiple Instance Learning for Cancer Aneuploidy Prediction From Whole Slide Histopathology ImagesYu, Feiyang / Wang, Xi / Sali, Rasoul / Li, Ruijiang et al. | 2024
- 145
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An Improved COVID-19 Classification Model on Chest Radiography by Dual-Ended Multiple Attention LearningFan, Yongxian / Gong, Hao et al. | 2024
- 157
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Unsupervised Transfer Learning Approach With Adaptive Reweighting and Resampling Strategy for Inter-Subject EOG-Based Gaze Angle EstimationZeng, Zheng / Tao, Linkai / Su, Ruizhi / Zhu, Yunfeng / Meng, Long / Tuheti, Adili / Huang, Hao / Shu, Feng / Chen, Wei / Chen, Chen et al. | 2024
- 169
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Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise DetectionNowroozilarki, Zhale / Mortazavi, Bobak J. / Jafari, Roozbeh et al. | 2024
- 181
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A Novel Approach to Surface EMG-Based Gesture Classification Using a Vision Transformer Integrated With Convolutive Blind Source SeparationDere, Mustapha Deji / Lee, Boreom et al. | 2024
- 193
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Automated Cough Sound Analysis for Detecting Childhood PneumoniaSharan, Roneel V. / Qian, Kun / Yamamoto, Yoshiharu et al. | 2024
- 204
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Decoding Human Interaction Type From Inter-Brain Synchronization by Using EEG Brain NetworkWang, Xiangcun / Shi, Ran / Wu, Xia / Zhang, Jiacai et al. | 2024
- 216
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ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVDZhang, Huaicheng / Liu, Wenhan / Chang, Sheng / Wang, Hao / He, Jin / Huang, Qijun et al. | 2024
- 228
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Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate OscillationsCajal, Diego / Gil, Eduardo / Laguna, Pablo / Varon, Carolina / Testelmans, Dries / Buyse, Bertien / Jensen, Chris / Hoare, Rohan / Bailon, Raquel / Lazaro, Jesus et al. | 2024
- 239
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Video-Based Neonatal Pain Assessment in Uncontrolled ConditionsZhu, Huaiyu / Zhao, Yisheng / Chen, Xiaofei / Luo, Feixiang / Mei, Lingli / Chen, Shuohui / Pan, Yun et al. | 2024
- 251
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RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image SegmentationZhao, Xiangyu / Qi, Zengxin / Wang, Sheng / Wang, Qian / Wu, Xuehai / Mao, Ying / Zhang, Lichi et al. | 2024
- 262
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Multi-Scale Spatio-Temporal Fusion With Adaptive Brain Topology Learning for fMRI Based Neural DecodingLi, Ziyu / Li, Qing / Zhu, Zhiyuan / Hu, Zhongyi / Wu, Xia et al. | 2024
- 273
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Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion SegmentationLyu, Fei / Ye, Mang / Yip, Terry Cheuk-Fung / Wong, Grace Lai-Hung / Yuen, Pong C. et al. | 2024
- 285
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TransFSM: Fetal Anatomy Segmentation and Biometric Measurement in Ultrasound Images Using a Hybrid TransformerZhao, Lei / Tan, Guanghua / Pu, Bin / Wu, Qianghui / Ren, Hongliang / Li, Kenli et al. | 2024
- 297
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Cross-Scale Fusion Transformer for Histopathological Image ClassificationHuang, Sheng-Kai / Yu, Yu-Ting / Huang, Chun-Rong / Cheng, Hsiu-Chi et al. | 2024
- 309
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COMET: Cross-Space Optimization-Based Mutual Learning Network for Super-Resolution of CEST-MRIWu, Sirui / Chen, Wenxuan / Li, Zhongsen / Wang, Shuai / Sun, Haozhong / Song, Xiaolei et al. | 2024
- 321
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Towards Connectivity-Aware Pulmonary Airway SegmentationZhang, Minghui / Gu, Yun et al. | 2024
- 333
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Simultaneous Hip Implant Segmentation and Gruen Landmarks DetectionAlzaid, Asma / Lineham, Beth / Dogramadzi, Sanja / Pandit, Hemant / Frangi, Alejandro F. / Xie, Sheng Quan et al. | 2024
- 343
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The Latent Doctor Model for Modeling Inter-Observer VariabilityLinmans, Jasper / Hoogeboom, Emiel / van der Laak, Jeroen / Litjens, Geert et al. | 2024
- 355
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Difference-Deformable Convolution With Pseudo Scale Instance Map for Cell LocalizationZhang, Chengyang / Chen, Jie / Li, Bo / Feng, Min / Yang, Yongquan / Zhu, Qikui / Bu, Hong Bu et al. | 2024
- 367
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Spatio-Temporal Classification of Lung Ventilation Patterns Using 3D EIT Images: A General Approach for Individualized Lung Function EvaluationChen, Shuzhe / Li, Li / Lin, Zhichao / Zhang, Ke / Gong, Ying / Wang, Lu / Wu, Xu / Li, Maokun / Song, Yuanlin / Yang, Fan et al. | 2024
- 379
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MFTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor SegmentationShi, Junjie / Yu, Li / Cheng, Qimin / Yang, Xin / Cheng, Kwang-Ting / Yan, Zengqiang et al. | 2024
- 391
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A Siamese-Transport Domain Adaptation Framework for 3D MRI Classification of Gliomas and Alzheimer's DiseasesYu, Luyue / Liu, Ju / Wu, Qiang / Wang, Jing / Qu, Aixi et al. | 2024
- 403
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A SwinTransformer-Based Segmentation Framework With Self-Supervised Strategy for Post-Operative Prostate Cancer RadiotherapyMiao, Dong / Li, Jielang / Dou, Meng / Fu, Linjie / Yao, Yu / Wang, Xin / Wen, Feng / Shen, Yali et al. | 2024
- 415
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Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue ShrinkageLiu, Dingkun / Ai, Danni / Fu, Tianyu / Gao, Yuanjin / Fan, Jingfan / Song, Hong / Xiao, Deqiang / Liang, Ping / Yang, Jian et al. | 2024
- 427
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Craniomaxillofacial Bone Segmentation and Landmark Detection Using Semantic Segmentation Networks and an Unbiased HeatmapZhang, Runshi / Jie, Bimeng / He, Yang / Zhu, Liang / Xie, Zefeng / Liu, Zhan / Mo, Hao / Wang, Junchen et al. | 2024
- 438
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Occluded Facial Pain Assessment in the ICU Using Action Units Guided NetworkYuan, Xin / Cui, Zhen / Xu, Dingfan / Zhang, Shuai / Zhao, Cancan / Wu, Xinbao / Jia, Tongyu / Ouyang, Bo et al. | 2024
- 450
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Medical Profile Model: Scientific and Practical Applications in HealthcareBlinov, Pavel / Kokh, Vladimir et al. | 2024
- 459
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Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion ControlCai, Xiuding / Chen, Jiao / Zhu, Yaoyao / Wang, Beimin / Yao, Yu et al. | 2024
- 470
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Towards Real-Time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning ModelsZhu, Hangyu / Wu, Yonglin / Guo, Yao / Fu, Cong / Shu, Feng / Yu, Huan / Chen, Wei / Chen, Chen et al. | 2024
- 482
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A Deep Learning–Based Chair System That Detects Sitting PostureLin, Bor-Shyh / Liu, Kai-Jui / Tseng, Wan-Hsuan / Ahmed, Aqsa Muzaffar / Wang, Hsiao-Ching / Lin, Bor-Shing et al. | 2024
- 491
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Position Paper From the Digital Twins in Healthcare to the Virtual Human Twin: A Moon-Shot Project for Digital Health ResearchViceconti, Marco / De Vos, Maarten / Mellone, Sabato / Geris, Liesbet et al. | 2024
- 502
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GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source LearningHur, Kyunghoon / Oh, Jungwoo / Kim, Junu / Kim, Jiyoun / Lee, Min Jae / Cho, Eunbyeol / Moon, Seong-Eun / Kim, Young-Hak / Atallah, Louis / Choi, Edward et al. | 2024
- 514
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AD-CAM: Enhancing Interpretability of Convolutional Neural Networks With a Lightweight Framework - From Black Box to Glass BoxIqbal, Saeed / Qureshi, Adnan N. / Alhussein, Musaed / Aurangzeb, Khursheed / Anwar, Muhammad Shahid et al. | 2024
- 526
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TSPLASSO: A Two-Stage Prior LASSO Algorithm for Gene Selection Using Omics DataYang, Sijia / Chen, Shunjie / Wang, Pei / Chen, Aimin / Tian, Tianhai et al. | 2024
- 538
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lncLocator-imb: An Imbalance-Tolerant Ensemble Deep Learning Framework for Predicting Long Non-Coding RNA Subcellular LocalizationLiu, Haibin / Li, Dianguo / Wu, Hao et al. | 2024
- 548
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AntiViralDL: Computational Antiviral Drug Repurposing Using Graph Neural Network and Self-Supervised LearningZhang, Pan / Hu, Xiaowen / Li, Guangdi / Deng, Lei et al. | 2024
- 557
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Biomarkers-Aware Asymmetric Bibranch GAN With Adaptive Memory Batch Normalization for Prediction of Anti-VEGF Treatment Response in Neovascular Age-Related Macular DegenerationZhao, Peng / Song, Xian / Xi, Xiaoming / Nie, Xiushan / Meng, Xianjing / Qu, Yi / Yin, Yilong et al. | 2024
- 569
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PEB-DDI: A Task-Specific Dual-View Substructural Learning Framework for Drug–Drug Interaction PredictionShen, Xiangzhen / Li, Zimeng / Liu, Yuansheng / Song, Bosheng / Zeng, Xiangxiang et al. | 2024
- 580
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CellDialog: A Computational Framework for Ligand-Receptor-Mediated Cell-Cell Communication AnalysisPeng, Lihong / Xiong, Wei / Han, Chendi / Li, Zejun / Chen, Xing et al. | 2024
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Front Cover| 2024
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IEEE Journal of Biomedical and Health Informatics Publication Information| 2024
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IEEE Journal of Biomedical and Health Informatics Information for Authors| 2024