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Harnessing machine learning to guide phylogenetic-tree search algorithms
Dana Azouri, Shiran Abadi, Yishay Mansour, Itay Mayrose, Tal Pupko
Publication Date: 31 March, 2021
Article Pages: 1 Open access contents
Predicting treatment response from longitudinal images using multi-task deep learning
Cheng Jin, Heng Yu, Jia Ke, Peirong Ding, Yongju Yi, Xiaofeng Jiang, Xin Duan, Jinghua Tang, Daniel T. Chang, Xiaojian Wu, Feng Gao, Ruijiang Li
Publication Date: 25 March, 2021
Article Pages: 1 Open access contents
scGNN is a novel graph neural network framework for single-cell RNA-Seq analyses
Juexin Wang, Anjun Ma, Yuzhou Chang, Jianting Gong, Yuexu Jiang, Ren Qi, Cankun Wang, Hongjun Fu, Qin Ma, Dong Xu
Publication Date: 25 March, 2021
Article Pages: 1 Open access contents
Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT
Sabri Eyuboglu, Geoffrey Angus, Bhavik N. Patel, Anuj Pareek, Guido Davidzon, Jin Long, Jared Dunnmon, Matthew P. Lungren
Publication Date: 25 March, 2021
Article Pages: 1 Open access contents
Drug ranking using machine learning systematically predicts the efficacy of anti-cancer drugs
Henry Gerdes, Pedro Casado, Arran Dokal, Maruan Hijazi, Nosheen Akhtar, Ruth Osuntola, Vinothini Rajeeve, Jude Fitzgibbon, Jon Travers, David Britton, Shirin Khorsandi, Pedro R. Cutillas
Publication Date: 25 March, 2021
Article Pages: 1 Open access contents
Somatosensory network functional connectivity differentiates clinical pain phenotypes in diabetic neuropathy
Kevin Teh, Iain D. Wilkinson, Francesca Heiberg-Gibbons, Mohammed Awadh, Alan Kelsall, Shillo Pallai, Gordon Sloan, Solomon Tesfaye, Dinesh Selvarajah
Publication Date: 25 March, 2021
Article Pages: 9 Open access contents
Deep generative neural network for accurate drug response imputation
Peilin Jia, Ruifeng Hu, Guangsheng Pei, Yulin Dai, Yin-Ying Wang, Zhongming Zhao
Publication Date: 19 March, 2021
Article Pages: 1 Open access contents
Author Correction: SciBet as a portable and fast single cell type identifier
Chenwei Li, Baolin Liu, Boxi Kang, Zedao Liu, Yedan Liu, Changya Chen, Xianwen Ren, Zemin Zhang
Publication Date: 19 March, 2021
Article Pages: 1 Open access contents
Identification of disease treatment mechanisms through the multiscale interactome
Camilo Ruiz, Marinka Zitnik, Jure Leskovec
Publication Date: 19 March, 2021
Article Pages: 1 Open access contents
Data-driven assessment, contextualisation and implementation of 134 variables in the risk for type 2 diabetes: an analysis of Lifelines, a prospective cohort study in the Netherlands
Thomas P. van der Meer, Bruce H. R. Wolffenbuttel, Chirag J. Patel
Publication Date: 12 March, 2021
Article Pages: 10 Open access contents