Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method (English)
- New search for: Jia, Guangyu
- Further information on Jia, Guangyu:
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https://orcid.org/0000-0001-7539-4348
- New search for: Lam, Hak-Keung
- New search for: Xu, Yujia
- New search for: Jia, Guangyu
- Further information on Jia, Guangyu:
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https://orcid.org/0000-0001-7539-4348
- New search for: Lam, Hak-Keung
- New search for: Xu, Yujia
In:
Computers in Biology and Medicine
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134
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2021
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification method
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Contributors:
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Published in:
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2021-04-17
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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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Keywords:
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Source:
Table of contents – Volume 134
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.
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ECGAug: A novel method of generating augmented annotated electrocardiogram QRST complexes and rhythm stripsStabenau, Hans Friedrich / Bridge, Christopher P. / Waks, Jonathan W. et al. | 2021
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Classification of COVID-19 chest X-Ray and CT images using a type of dynamic CNN modification methodJia, Guangyu / Lam, Hak-Keung / Xu, Yujia et al. | 2021
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A transfer learning with structured filter pruning approach for improved breast cancer classification on point-of-care devicesChoudhary, Tejalal / Mishra, Vipul / Goswami, Anurag / Sarangapani, Jagannathan et al. | 2021
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The effect of musculoskeletal model scaling methods on ankle joint kinematics and muscle force prediction during gait for children with cerebral palsy and equinus gaitMa, Yunru / Jiang, Shuyun / Mithraratne, Kumar / Wilson, Nichola / Yu, Yan / Zhang, Yanxin et al. | 2021
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Evaluation of antidiabetic activity of dietary phenolic compound chlorogenic acid in streptozotocin induced diabetic rats: Molecular docking, molecular dynamics, in silico toxicity, in vitro and in vivo studiesSingh, Amit Kumar / Rana, Harvesh Kumar / Singh, Vishal / Chand Yadav, Tara / Varadwaj, Pritish / Pandey, Abhay Kumar et al. | 2021
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New drug candidates for osteosarcoma: Drug repurposing based on gene expression signatureAndrade, Raissa Coelho / Boroni, Mariana / Amazonas, Marion Kielmanowicz / Vargas, Fernando Regla et al. | 2021
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Multiclass diagnosis of stages of Alzheimer's disease using linear discriminant analysis scoring for multimodal dataLin, Weiming / Gao, Qinquan / Du, Min / Chen, Weisheng / Tong, Tong et al. | 2021
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QSAR modeling and pharmacoinformatics of SARS coronavirus 3C-like protease inhibitorsIshola, Ahmed Adebayo / Adedirin, Oluwaseye / Joshi, Tanuja / Chandra, Subhash et al. | 2021
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ASIST: Annotation-free synthetic instance segmentation and tracking by adversarial simulationsLiu, Quan / Gaeta, Isabella M. / Zhao, Mengyang / Deng, Ruining / Jha, Aadarsh / Millis, Bryan A. / Mahadevan-Jansen, Anita / Tyska, Matthew J. / Huo, Yuankai et al. | 2021
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Prediction of protein-protein interaction sites through eXtreme gradient boosting with kernel principal component analysisWang, Xue / Zhang, Yaqun / Yu, Bin / Salhi, Adil / Chen, Ruixin / Wang, Lin / Liu, Zengfeng et al. | 2021
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Computational fluid dynamics comparison of impaired breathing function in French bulldogs with nostril stenosis and an examination of the efficacy of rhinoplastyKhoa, Nguyen Dang / Phuong, Nguyen Lu / Tani, Kenji / Inthavong, Kiao / Ito, Kazuhide et al. | 2021
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An incremental learning approach to automatically recognize pulmonary diseases from the multi-vendor chest radiographsSirshar, Mehreen / Hassan, Taimur / Akram, Muhammad Usman / Khan, Shoab Ahmed et al. | 2021
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A comprehensive review and analysis of supervised-learning and soft computing techniques for stress diagnosis in humansSharma, Samriti / Singh, Gurvinder / Sharma, Manik et al. | 2021
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FBSED based automatic diagnosis of COVID-19 using X-ray and CT imagesChaudhary, Pradeep Kumar / Pachori, Ram Bilas et al. | 2021
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Predictors of progression through the cascade of care to a cure for hepatitis C patients using decision trees and random forestsNakayama, Jasmine Ye / Ho, Joyce / Cartwright, Emily / Simpson, Roy / Hertzberg, Vicki Stover et al. | 2021
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The electrocardiographic forward problem: A benchmark studyBergquist, Jake A. / Good, Wilson W. / Zenger, Brian / Tate, Jess D. / Rupp, Lindsay C. / MacLeod, Rob S. et al. | 2021
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Surgical planning of horizontal strabismus using multiple output regression treeLeite, Fernando Henrique Fernandes / Almeida, João Dallyson Sousa de / Cruz, Luana Batista da / Teixeira, Jorge Antonio Meireles / Junior, Geraldo Braz / Silva, Aristófanes Correa / Paiva, Anselmo Cardoso de et al. | 2021
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A multiple combined method for rebalancing medical data with class imbalancesWang, Yun-Chun / Cheng, Ching-Hsue et al. | 2021
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An updated overview and classification of bioinformatics tools for MicroRNA analysis, which one to choose?Mortazavi, Sedigheh Sadat / Bahmanpour, Zahra / Daneshmandpour, Yousef / Roudbari, Faranak / Sheervalilou, Roghayeh / Kazeminasab, Somayeh / Emamalizadeh, Babak et al. | 2021
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Editorial Board| 2021
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Deep learning model for distinguishing novel coronavirus from other chest related infections in X-ray imagesAhmad, Fareed / Ghani Khan, Muhammad Usman / Javed, Kashif et al. | 2021
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Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary diseaseZhao, Songwei / Wang, Pengjun / Heidari, Ali Asghar / Chen, Huiling / Turabieh, Hamza / Mafarja, Majdi / Li, Chengye et al. | 2021
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Corrigendum to “Cardiotocography signal abnormality classification using time-frequency features and ensemble cost-sensitive SVM classifier” [Comput. Biol. Med. 130 (2021) 104218]Zeng, Rongdan / Lu, Yaosheng / Long, Shun / Wang, Chuan / Bai, Jieyun et al. | 2021
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Facilitating SARS CoV-2 RNA-Dependent RNA polymerase (RdRp) drug discovery by the aid of HCV NS5B palm subdomain binders: In silico approaches and benchmarkingElghoneimy, Laila K. / Ismail, Muhammad I. / Boeckler, Frank M. / Azzazy, Hassan M.E. / Ibrahim, Tamer M. et al. | 2021
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Exploring the relationship between the dielectric properties and viability of human normal hepatic tissues from 10 Hz to 100 MHz based on grey relational analysis and BP neural networkWang, Hang / Wang, Lei / Yang, Lin / Shi, Xuetao / Wen, Zhihong / Dong, Xiuzhen et al. | 2021
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Interaction of selected terpenoids with two SARS-CoV-2 key therapeutic targets: An in silico study through molecular docking and dynamics simulationsGiofrè, Salvatore Vincenzo / Napoli, Edoardo / Iraci, Nunzio / Speciale, Antonio / Cimino, Francesco / Muscarà, Claudia / Molonia, Maria Sofia / Ruberto, Giuseppe / Saija, Antonella et al. | 2021
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SCNN: Scalogram-based convolutional neural network to detect obstructive sleep apnea using single-lead electrocardiogram signalsMashrur, Fazla Rabbi / Islam, Md. Saiful / Saha, Dabasish Kumar / Islam, S.M. Riazul / Moni, Mohammad Ali et al. | 2021
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The quest for better clinical word vectors: Ontology based and lexical vector augmentation versus clinical contextual embeddingsNath, Namrata / Lee, Sang-Heon / McDonnell, Mark D. / Lee, Ivan et al. | 2021
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Diagnosis of Acute Poisoning using explainable artificial intelligenceChary, Michael / Boyer, Ed W. / Burns, Michele M. et al. | 2021
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Structural and conformational analysis of SARS CoV 2 N-CTD revealing monomeric and dimeric active sites during the RNA-binding and stabilization: Insights towards potential inhibitors for N-CTDChauhan, Arushi / Avti, Pramod / Shekhar, Nishant / Prajapat, Manisha / Sarma, Phulen / Bhattacharyya, Anusuya / Kumar, Subodh / Kaur, Hardeep / Prakash, Ajay / Medhi, Bikash et al. | 2021
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Antiviral phytochemicals as potent inhibitors against NS3 protease of dengue virusRahman, Md. Mahbubur / Biswas, Sourav / Islam, Kazi Jahidul / Paul, Archi Sundar / Mahato, Shiplob Kumar / Ali, Md. Ackas / Halim, Mohammad A. et al. | 2021
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Field validation of The Heat Strain Decision Aid during military load carriageWaldock, Kirsty A.M. / Lee, Ben J. / Powell, Steven / Wardle, Sophie L. / Blacker, Sam D. / Myers, Stephen D. / Maroni, Tessa D. / Walker, Faye S. / Looney, David P. / Greeves, Julie P. et al. | 2021
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Simulation of 3D centimeter-scale continuum tumor growth at sub-millimeter resolution via distributed computingGoodin, Dylan A. / Frieboes, Hermann B. et al. | 2021
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A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domainsPezoulas, Vasileios C. / Grigoriadis, Grigoris I. / Gkois, George / Tachos, Nikolaos S. / Smole, Tim / Bosnić, Zoran / Pičulin, Matej / Olivotto, Iacopo / Barlocco, Fausto / Robnik-Šikonja, Marko et al. | 2021
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Cytokine gene variants and socio-demographic characteristics as predictors of cervical cancer: A machine learning approachKaushik, Manoj / Chandra Joshi, Rakesh / Kushwah, Atar Singh / Gupta, Maneesh Kumar / Banerjee, Monisha / Burget, Radim / Dutta, Malay Kishore et al. | 2021
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Natural products for treatment of Plasmodium falciparum malaria: An integrated computational approachMuhseen, Ziyad Tariq / Hameed, Alaa R. / Al-Bhadly, Ola / Ahmad, Sajjad / Li, Guanglin et al. | 2021
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Structure-based design approach of potential BCL-2 inhibitors for cancer chemotherapyKrishna, Swati / Kumar, S. Birendra / Murthy, T.P. Krishna / Murahari, Manikanta et al. | 2021
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Iterative stripe artifact correction framework for TOF-MRALi, Na / Zhou, Shoujun / Zhao, Gang / Zhang, Zhicheng / Xie, Yaoqin / Liang, Xiaokun et al. | 2021
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Numerical investigation of the effects of cannula geometry on hydraulic blood flow to prevent the risk of thrombosisEntezari, Soroush / Shakiba, Ali / Niazmand, Hamid et al. | 2021
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Effective connectivity in brain networks estimated using EEG signals is altered in children with ADHDAbbas, Ali Kareem / Azemi, Ghasem / Amiri, Sajad / Ravanshadi, Samin / Omidvarnia, Amir et al. | 2021
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Screening of natural compounds from Cyperus rotundus Linn against SARS-CoV-2 main protease (Mpro): An integrated computational approachKumar, S. Birendra / Krishna, Swati / Pradeep, Sneha / Mathews, Divya Elsa / Pattabiraman, Ramya / Murahari, Manikanta / Murthy, T.P. Krishna et al. | 2021
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Robust multimodal registration of fluorescein angiography and optical coherence tomography angiography images using evolutionary algorithmsMartínez-Río, Javier / Carmona, Enrique J. / Cancelas, Daniel / Novo, Jorge / Ortega, Marcos et al. | 2021
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Computer modelling of heat strain responses of exercising personnel in tropical climateTan, Alvin Pengshi / Cheong, Chee Hoong / Lee, Tong / Seng, Kok Yong / Teo, Chiang Juay et al. | 2021
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Blood glucose detection based on Teager-Kaiser main energy of photoacoustic signalLong, Hongfeng / Chen, Bingzhang / Li, Wei / Xian, Yongli / Peng, Zhenming et al. | 2021
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Dual targeting of cytokine storm and viral replication in COVID-19 by plant-derived steroidal pregnanes: An in silico perspectiveGyebi, Gideon A. / Ogunyemi, Oludare M. / Ibrahim, Ibrahim M. / Afolabi, Saheed O. / Adebayo, Joseph O. et al. | 2021
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Impact of pulsation rate and viscosity on taste perception – Application of a porous medium model for human tongue surfaceWu, Zhenxing / Zhao, Kai et al. | 2021
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Network pharmacology-based exploration of therapeutic mechanism of Liu-Yu-Tang in atypical antipsychotic drug-induced metabolic syndromeLi, Ning-Ning / Xiang, Si-Ying / Huang, Xin-Xin / Li, Yu-Ting / Luo, Chao / Ju, Pei-Jun / Xu, Yi-Feng / Chen, Jian-Hua et al. | 2021
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Unraveling the molecular crosstalk between Atherosclerosis and COVID-19 comorbidityDas, Deepyaman / Podder, Soumita et al. | 2021
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Diagnosis of skin diseases in the era of deep learning and mobile technologyGoceri, Evgin et al. | 2021
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A YOLO based software for automated detection and analysis of rodent behaviour in the open field arenaHatton-Jones, Kyle M. / Christie, Corey / Griffith, Tia A. / Smith, Amanda G. / Naghipour, Saba / Robertson, Kai / Russell, Jake S. / Peart, Jason N. / Headrick, John P. / Cox, Amanda J. et al. | 2021
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Improving influenza surveillance based on multi-granularity deep spatiotemporal neural networkWang, Ruxin / Wu, Hongyan / Wu, Yongsheng / Zheng, Jing / Li, Ye et al. | 2021
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Computed inverse MRI (CIMRI) for intrinsic brain magnetic susceptibility mappingChen, Zeyuan / Chen, Zikuan et al. | 2021
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A robust real-time deep learning based automatic polyp detection systemPacal, Ishak / Karaboga, Dervis et al. | 2021
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Deep sequence modelling for Alzheimer's disease detection using MRIEbrahimi, Amir / Luo, Suhuai / Chiong, Raymond et al. | 2021
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Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signalsJahmunah, V. / Ng, E.Y.K. / San, Tan Ru / Acharya, U. Rajendra et al. | 2021
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Tomographic similarity scan with a computed modified absolute mandibular midsagittal plane for precise and objective localization of mandibular asymmetryMangal, Utkarsh / Arum, Han / Huisoo, Kim / Jung, Yun-Hoa / Lee, Kee-Joon / Yu, Hyung-Seog / Hwang, Jae Joon / Choi, Sung-Hwan et al. | 2021
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Size-dependent thermo-mechanical vibration of lipid supramolecular nano-tubules via nonlocal strain gradient Timoshenko beam theoryAlizadeh-Hamidi, Babak / Hassannejad, Reza / Omidi, Yadollah et al. | 2021
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MRI and CT bladder segmentation from classical to deep learning based approaches: Current limitations and lessonsBandyk, Mark G. / Gopireddy, Dheeraj R. / Lall, Chandana / Balaji, K.C. / Dolz, Jose et al. | 2021
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Biomechanical comparison of four types of instrumentation constructs for revision surgery in lumbar adjacent segment disease: A finite element studyTan, Quan-chang / Liu, Zi-xuan / Zhao, Yan / Huang, Xin-yi / Bai, Hao / Yang, Zhao / Zhao, Xiong / Du, Cheng-fei / Lei, Wei / Wu, Zi-xiang et al. | 2021
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Monitoring Parkinson's disease progression based on recorded speech with missing ordinal responses and replicated covariatesNaranjo, Lizbeth / Pérez, Carlos J. / Campos-Roca, Yolanda et al. | 2021
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Transfer learning enhanced generative adversarial networks for multi-channel MRI reconstructionLv, Jun / Li, Guangyuan / Tong, Xiangrong / Chen, Weibo / Huang, Jiahao / Wang, Chengyan / Yang, Guang et al. | 2021
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Hybridized neural networks for non-invasive and continuous mortality risk assessment in neonatesBaker, Stephanie / Xiang, Wei / Atkinson, Ian et al. | 2021
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Echocardiography image enhancement using texture-cartoon separationJalali, Mohammad / Behnam, Hamid / Shojaeifard, Maryam et al. | 2021
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Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning featuresReamaroon, Narathip / Sjoding, Michael W. / Gryak, Jonathan / Athey, Brian D. / Najarian, Kayvan / Derksen, Harm et al. | 2021
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Integrating multi-omics data through deep learning for accurate cancer prognosis predictionChai, Hua / Zhou, Xiang / Zhang, Zhongyue / Rao, Jiahua / Zhao, Huiying / Yang, Yuedong et al. | 2021
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A new convolutional neural network predictive model for the automatic recognition of hypogranulated neutrophils in myelodysplastic syndromesAcevedo, Andrea / Merino, Anna / Boldú, Laura / Molina, Ángel / Alférez, Santiago / Rodellar, José et al. | 2021
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Machine learning models for the prediction of the SEIRD variables for the COVID-19 pandemic based on a deep dependence analysis of variablesQuintero, Yullis / Ardila, Douglas / Camargo, Edgar / Rivas, Francklin / Aguilar, Jose et al. | 2021
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Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators?Cobre, Alexandre de Fátima / Stremel, Dile Pontarolo / Noleto, Guilhermina Rodrigues / Fachi, Mariana Millan / Surek, Monica / Wiens, Astrid / Tonin, Fernanda Stumpf / Pontarolo, Roberto et al. | 2021
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