SafeDrug: Dual Molecular Graph Encoders for Safe Drug Recommendations.

Chaoqi Yang, Cao Xiao, Fenglong Ma, Lucas M. Glass, Jimeng Sun

Type: Preprint

Publication Date: 2021-05-05

Citations: 9

Locations

arXiv (Cornell University) - View

Similar Works

Action	Title	Year	Authors
+	SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations	2021	Chaoqi Yang Cao Xiao Fenglong Ma Lucas M. Glass Jimeng Sun
+	SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations	2021	Chaoqi Yang Cao Xiao Fenglong Ma Lucas M. Glass Jimeng Sun
+	Revisiting Drug Recommendation From a Causal Perspective	2024	Junjie Zhang Xuan Zang Hao Chen Xiaowei Yan Buzhou Tang
+ PDF Chat	Medication Recommendation via Dual Molecular Modalities and Multi-Substructure Distillation	2024	Shi Mu Shunpan Liang Xiangyou Li
+	Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning	2023	Yaqing Wang Zaifei Yang Quanming Yao
+ PDF Chat	HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network	2023	Khaled Mohammed Saifuddin Briana Bumgardner Farhan Tanvir Esra Akbaş
+	HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network	2022	Khaled Mohammed Saifuddin Bri Bumgardnerr Farhan Tanvir Esra Akbaş
+	Drug Package Recommendation via Interaction-aware Graph Induction	2021	Zhi Zheng Chao Wang Tong Xu D. Z. Shen Penggang Qin Baoxing Huai Tongzhu Liu Enhong Chen
+ PDF Chat	Drug Package Recommendation via Interaction-aware Graph Induction	2021	Zhi Zheng Chao Wang Tong Xu D. Z. Shen Penggang Qin Baoxing Huai Tongzhu Liu Enhong Chen
+	StratMed: Relevance Stratification between Biomedical Entities for Sparsity on Medication Recommendation	2023	Xiang Li
+ PDF Chat	KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph	2024	Azwad Tamir J.S. Yuan
+ PDF Chat	DNMDR: Dynamic Networks and Multi-view Drug Representations for Safe Medication Recommendation	2025	G. M. Liu Xiaomei Yu Zihao Liu Xue Li Xingxu Fan Xiangwei Zheng
+	SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation	2017	Fang Gong Meng Wang Haofen Wang Sen Wang Mengyue Liu
+	Safe Medicine Recommendation via Medical Knowledge Graph Embedding	2017	Meng Wang Liu Mengyue Jun Liu Sen Wang Guodong Long Buyue Qian
+ PDF Chat	GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination	2019	Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun
+	GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination	2018	Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun
+	DDI Prediction via Heterogeneous Graph Attention Networks	2022	Farhan Tanvir Khaled Mohammed Saifuddin Esra Akbaş
+ PDF Chat	Benchmarking Graph Learning for Drug-Drug Interaction Prediction	2024	Zhenqian Shen Mingyang Zhou Yongqi Zhang Quanming Yao
+	Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network	2019	Md. Rezaul Karim Michael Cochez Joao Jares Mamtaz Uddin Oya Beyan Stefan Decker
+	Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network	2019	Md. Rezaul Karim Michael Cochez Joao Jares Mamtaz Uddin Oya Beyan Stefan Decker

Works That Cite This (3)

Action	Title	Year	Authors
+	Change Matters: Medication Change Prediction with Recurrent Residual Networks	2021	Chaoqi Yang Cao Xiao Lucas M. Glass Jimeng Sun
+ PDF Chat	Conditional Generation Net for Medication Recommendation	2022	Rui Wu Zhaopeng Qiu Jiacheng Jiang Guilin Qi Xian Wu
+ PDF Chat	Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference	2024	Hongda Sun Hongzhan Lin Rui Yan

Works Cited by This (10)

Action	Title	Year	Authors
+	Safe Medicine Recommendation via Medical Knowledge Graph Embedding	2017	Meng Wang Liu Mengyue Jun Liu Sen Wang Guodong Long Buyue Qian
+	Learning Deep Transformer Models for Machine Translation	2019	Qiang Wang Bei Li Tong Xiao Jingbo Zhu Changliang Li Derek F. Wong Lidia S. Chao
+	RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism	2016	Edward Choi Mohammad Taha Bahadori Jimeng Sun Joshua A. Kulas Andy Schuetz Walter F. Stewart
+ PDF Chat	Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning	2018	Hung Lê Truyen Tran Svetha Venkatesh
+ PDF Chat	GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination	2019	Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun
+	Convolutional Networks on Graphs for Learning Molecular Fingerprints	2015	David Duvenaud Dougal Maclaurin Jorge Aguilera‐Iparraguirre Rafael Gómez‐Bombarelli Timothy Hirzel Alán Aspuru‐Guzik Ryan P. Adams
+	Pre-training of Graph Augmented Transformers for Medication Recommendation	2019	Junyuan Shang Tengfei Ma Cao Xiao Jimeng Sun
+	Analyzing Learned Molecular Representations for Property Prediction	2019	Kevin Yang Kyle Swanson Wengong Jin Connor W. Coley Philipp Eiden Hua Gao Angel Guzmán-Pérez Timothy Hopper Brian P. Kelley Miriam Mathea
+	Doctor AI: Predicting Clinical Events via Recurrent Neural Networks	2015	Edward Choi Mohammad Taha Bahadori Andy Schuetz Walter F. Stewart Jimeng Sun
+ PDF Chat	CASTER: Predicting Drug Interactions with Chemical Substructure Representation	2020	Kexin Huang Cao Xiao Dô Trong Hoang Lucas M. Glass Jimeng Sun