GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

6 September 2018

Jimeng Sun

Papers citing "GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination"

32 / 32 papers shown

Title
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation Jiacheng Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 58 0 0 12 May 2025
Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation Xiang Li Haixu Ma Guanyong Wu Shi Mu Chong Li Shunpan Liang 41 0 0 25 Apr 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 94 17 0 28 Jan 2025
Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases Chuang Zhao Hui Tang Jiheng Zhang Xiaomeng Li 37 0 0 23 Jan 2025
Natural Language-Assisted Multi-modal Medication Recommendation Jie Tan Yu Rong Kangfei Zhao Tian Bian Tingyang Xu Junzhou Huang Hong Cheng Helen Meng 58 1 0 13 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Qiang Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Xu Feng Tian 41 0 0 31 Dec 2024
Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients Zihao Zhao Yi Jing Fuli Feng Jiancan Wu Chongming Gao Xiangnan He 26 9 0 26 Mar 2024
L^2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification Qiuyu Liang Weihua Wang F. Bao Guanglai Gao 34 7 0 10 Mar 2024
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions Suhan Cui Jiaqi Wang Yuan Zhong Han Liu Ting Wang Fenglong Ma 33 2 0 20 Jan 2024
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference Hongda Sun Hongzhan Lin Rui Yan SyDa 27 2 0 22 Dec 2023
Knowledge-Induced Medicine Prescribing Network for Medication Recommendation A. Mulyadi Heung-Il Suk 34 1 0 23 Oct 2023
ACDNet: Attention-guided Collaborative Decision Network for Effective Medication Recommendation Jiacong Mi Yizhi Zu Zhuoyuan Wang Jieyue He 26 6 0 06 Jul 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 41 12 0 07 Jun 2023
Graph Representation Learning for Interactive Biomolecule Systems Xinye Xiong Bingxin Zhou Yu Guang Wang AI4CE GNN 48 0 0 05 Apr 2023
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again Ajay Jaiswal Peihao Wang Tianlong Chen Justin F. Rousseau Ying Ding Zhangyang Wang 35 10 0 14 Oct 2022
Knowledge-Driven New Drug Recommendation Zhenbang Wu Huaxiu Yao Zhe Su David M. Liebovitz Lucas Glass James Zou Chelsea Finn Jimeng Sun 28 4 0 11 Oct 2022
GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials Xun Liu Alex Hay-Man Ng Fangyu Lei Yikuan Zhang Zhengmin Li GNN 27 2 0 30 Sep 2022
Conditional Generation Net for Medication Recommendation Rui Wu Zhaopeng Qiu Jiacheng Jiang Guilin Qi Xian Wu 24 85 0 14 Feb 2022
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records Shuai Niu Qing Yin Yunya Song Yike Guo Xian Yang 29 10 0 18 Jan 2022
How to Leverage Multimodal EHR Data for Better Medical Predictions? Bo Yang Lijun Wu 17 41 0 29 Oct 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus Sohrab Ferdowsi Nikolay Borissov J. Knafou P. Amini Douglas Teodoro 16 7 0 04 Oct 2021
Change Matters: Medication Change Prediction with Recurrent Residual Networks Chaoqi Yang Cao Xiao Lucas Glass Jimeng Sun BDL 29 67 0 05 May 2021
SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations Chaoqi Yang Cao Xiao Fenglong Ma Lucas Glass Jimeng Sun 27 78 0 05 May 2021
MeSIN: Multilevel Selective and Interactive Network for Medication Recommendation Yang An Liang Zhang Mao You Xueqing Tian Bo Jin Xiaopeng Wei 6 18 0 22 Apr 2021
Heterogeneous Similarity Graph Neural Network on Electronic Health Records Zheng Liu Xiaohan Li Hao Peng Lifang He Philip S. Yu 27 64 0 17 Jan 2021
Scalable Graph Neural Networks via Bidirectional Propagation Ming Chen Zhewei Wei Bolin Ding Yaliang Li Ye Yuan Xiaoyong Du Ji-Rong Wen GNN 18 142 0 29 Oct 2020
PREMIER: Personalized REcommendation for Medical prescrIptions from Electronic Records Suman Bhoi M. Lee W. Hsu 23 12 0 28 Aug 2020
Simple and Deep Graph Convolutional Networks Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding Yaliang Li GNN 42 1,450 0 04 Jul 2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks Chaojie Ji Ruxin Wang Hongyan Wu 31 7 0 21 Apr 2020
Knowledge-based Biomedical Data Science 2019 Tiffany J. Callahan Harrison Pielke-Lombardo Ignacio J. Tripodi Lawrence E. Hunter AI4CE 21 36 0 08 Oct 2019
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer Edward Choi Zhen Xu Yujia Li Michael W. Dusenberry Gerardo Flores Yuan Xue Andrew M. Dai MedIm 21 238 0 11 Jun 2019
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks Chengsheng Mao Liang Yao Yuan Luo GNN 27 48 0 31 Mar 2019