Change Matters: Medication Change Prediction with Recurrent Residual Networks

5 May 2021

Jimeng Sun

Papers citing "Change Matters: Medication Change Prediction with Recurrent Residual Networks"

26 / 26 papers shown

Title
Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation Xiang Li Haixu Ma Guanyong Wu Shi Mu C. Li Shunpan Liang 29 0 0 25 Apr 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 78 0 0 05 Mar 2025
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs Yushi Feng Tsai Hor Chan Guosheng Yin Lequan Yu 42 1 0 20 Feb 2025
RareAgents: Advancing Rare Disease Care through LLM-Empowered Multi-disciplinary Team Xuanzhong Chen Ye Jin Xiaohao Mao Lun Wang Shuyang Zhang Ting Chen 77 0 0 17 Feb 2025
Large Language Model Distilling Medication Recommendation Model Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Zijian Zhang Feng Tian Yefeng Zheng LM&MA 85 16 0 28 Jan 2025
Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases Chuang Zhao Hui Tang Jiheng Zhang Xiaomeng Li 26 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 H. Meng 41 1 0 13 Jan 2025
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation Q. Liu Zhaopeng Qiu Xiangyu Zhao X. Wu Zijian Zhang Tong Bill Xu Feng Tian 23 0 0 31 Dec 2024
Multi-task Heterogeneous Graph Learning on Electronic Health Records Tsai Hor Chan Guosheng Yin Kyongtae Bae Lequan Yu CML 20 4 0 14 Aug 2024
Contrastive Learning on Medical Intents for Sequential Prescription Recommendation Arya Hadizadeh Moghaddam Mohsen Nayebi Kerdabadi Mei Liu Zijun Yao 20 3 0 13 Aug 2024
MiranDa: Mimicking the Learning Processes of Human Doctors to Achieve Causal Inference for Medication Recommendation Ziheng Wang Xinhe Li H. Momma Stefan Köpsell CML 24 0 0 23 Jul 2024
Medication Recommendation via Dual Molecular Modalities and Multi-Substructure Enhancement Shizhuo Mu Shunpan Liang Xiang Li 27 0 0 30 May 2024
CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient health state Xiang Li Shunpan Liang Yu Lei Chen Li Yulei Hou Tengfei Ma AI4TS CML 19 3 0 18 Apr 2024
Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients Zihao Zhao Yi Jing Fuli Feng Jiancan Wu Chongming Gao Xiangnan He 16 9 0 26 Mar 2024
Dual-Granularity Medication Recommendation Based on Causal Inference Shunpan Liang Xiang Li Xiang Li Chen Li Yu Lei Yulei Hou Tengfei Ma CML 27 0 0 01 Mar 2024
OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation Weicong Tan Weiqing Wang Xin Zhou Wray L. Buntine Gordon Bingham Hongzhi Yin 22 1 0 29 Jan 2024
VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation Taeri Kim Jiho Heo Hongil Kim Kijung Shin Sang-Wook Kim 8 8 0 19 Dec 2023
ALGNet: Attention Light Graph Memory Network for Medical Recommendation System Minh-Van Nguyen Duy-Thinh Nguyen Quoc-Huy Trinh Bac Le GNN 11 1 0 09 Dec 2023
SHAPE: A Sample-adaptive Hierarchical Prediction Network for Medication Recommendation Sicen Liu Xiaolong Wang Jingcheng Du Yongshuai Hou Xianbing Zhao Hui Xu Hui Wang Yang Xiang Buzhou Tang 9 5 0 09 Sep 2023
StratMed: Relevance Stratification between Biomedical Entities for Sparsity on Medication Recommendation Xiang Li Shunpan Liang Yulei Hou Tengfei Ma 11 12 0 31 Aug 2023
ACDNet: Attention-guided Collaborative Decision Network for Effective Medication Recommendation Jiacong Mi Yizhi Zu Zhuoyuan Wang Jieyue He 14 6 0 06 Jul 2023
DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning Sicen Liu Xiaolong Wang Xianbing Zhao Haoxing Chen 23 0 0 31 May 2023
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs Pengcheng Jiang Cao Xiao Adam Cross Jimeng Sun AI4MH 29 20 0 22 May 2023
ManyDG: Many-domain Generalization for Healthcare Applications Chaoqi Yang M. P. M. Brandon Westover Jimeng Sun OOD CML 11 19 0 21 Jan 2023
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Huaxiu Yao Caroline Choi Bochuan Cao Yoonho Lee Pang Wei Koh Chelsea Finn OOD 14 72 0 25 Nov 2022
Conditional Generation Net for Medication Recommendation Rui Wu Zhaopeng Qiu Jiacheng Jiang Guilin Qi Xian Wu 11 85 0 14 Feb 2022