Network Medicine Framework for Identifying Drug Repurposing
Opportunities for COVID-19

Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19

15 April 2020

Albert-László Barabási

Papers citing "Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19"

16 / 16 papers shown

Title
GNNDelete: A General Strategy for Unlearning in Graph Neural Networks Jiali Cheng George Dasoulas Huan He Chirag Agarwal Marinka Zitnik MU 52 37 0 26 Feb 2023
Everything is Connected: Graph Neural Networks Petar Velickovic GNN AI4CE 25 178 0 19 Jan 2023
KGML-xDTD: A Knowledge Graph-based Machine Learning Framework for Drug Treatment Prediction and Mechanism Description Chunyu Ma Zhihan Zhou Han Liu D. Koslicki 21 16 0 30 Nov 2022
Evaluating Explainability for Graph Neural Networks Chirag Agarwal Owen Queen Himabindu Lakkaraju Marinka Zitnik 53 102 0 19 Aug 2022
Sampling Enclosing Subgraphs for Link Prediction Paul Louis Shweta Ann Jacob Amirali Salehi-Abari GNN 37 14 0 23 Jun 2022
Deep learning for drug repurposing: methods, databases, and applications Xiao Pan Xuan Lin Dongsheng Cao Xiangxiang Zeng Philip S. Yu Lifang He R. Nussinov F. Cheng 33 127 0 08 Feb 2022
Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery Xiaoqi Wang Yingjie Cheng Yaning Yang Yue Yu Fei Li Shaoliang Peng 23 41 0 12 Jan 2022
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 23 12 0 20 Nov 2021
Accelerating science with human versus alien artificial intelligences J. Sourati James A. Evans 19 6 0 12 Apr 2021
Automated Machine Learning on Graphs: A Survey Ziwei Zhang Xin Eric Wang Wenwu Zhu 27 85 0 01 Mar 2021
Towards a Unified Framework for Fair and Stable Graph Representation Learning Chirag Agarwal Himabindu Lakkaraju Marinka Zitnik 27 157 0 25 Feb 2021
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development Kexin Huang Tianfan Fu Wenhao Gao Yue Zhao Yusuf Roohani J. Leskovec Connor W. Coley Cao Xiao Jimeng Sun Marinka Zitnik OOD LM&MA 43 264 0 18 Feb 2021
Utilising Graph Machine Learning within Drug Discovery and Development Thomas Gaudelet Ben Day Arian R. Jamasb Jyothish Soman Cristian Regep ... Jian Tang D. Roblin Tom L. Blundell M. Bronstein J. Taylor-King AI4CE 29 36 0 09 Dec 2020
Discovering Synergistic Drug Combinations for COVID with Biological Bottleneck Models Wengong Jin Regina Barzilay Tommi Jaakkola 24 4 0 09 Nov 2020
SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization Yue Yu Kexin Huang Chao Zhang Lucas Glass Jimeng Sun Cao Xiao 28 120 0 04 Oct 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 36 190 0 30 Jul 2020