Natural Language-Assisted Multi-modal Medication Recommendation

Natural Language-Assisted Multi-modal Medication Recommendation

13 January 2025

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Papers citing "Natural Language-Assisted Multi-modal Medication Recommendation"

19 / 19 papers shown

Title
Fine-grained List-wise Alignment for Generative Medication Recommendation Chenxiao Fan Chongming Gao Wentao Shi Yaxin Gong Zihao Zhao Fuli Feng LM&MA 52 0 0 26 May 2025
Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation Xiang Li Haixu Ma Guanyong Wu Shi Mu Chong Li Shunpan Liang 70 0 0 25 Apr 2025
Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel Xuan Li Zhanke Zhou Jiangchao Yao Yu Rong Lu Zhang Bo Han 112 5 0 02 Nov 2023
Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs Rui Jiao Jiaqi Han Wenbing Huang Yu Rong Yang Liu AI4CE 101 49 0 18 Jul 2022
Equivariant Graph Mechanics Networks with Constraints Wen-bing Huang J. Han Yu Rong Tingyang Xu Gang Hua Junzhou Huang AI4CE 77 80 0 12 Mar 2022
Conditional Generation Net for Medication Recommendation Rui Wu Zhaopeng Qiu Jiacheng Jiang Guilin Qi Xian Wu 66 92 0 14 Feb 2022
Change Matters: Medication Change Prediction with Recurrent Residual Networks Chaoqi Yang Cao Xiao Lucas Glass Jimeng Sun BDL 93 70 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 46 85 0 05 May 2021
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 169 1,791 0 31 Jul 2020
CASTER: Predicting Drug Interactions with Chemical Substructure Representation Kexin Huang Cao Xiao T. Hoang Lucas Glass Jimeng Sun 72 128 0 15 Nov 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 108 846 0 13 Jun 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 216 2,992 0 26 Mar 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 195 5,693 0 25 Jan 2019
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun GNN 97 263 0 06 Sep 2018
Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation Lu Wang Wei Zhang Xiaofeng He H. Zha 80 264 0 04 Jul 2018
N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules Shengchao Liu M. F. Demirel Yingyu Liang GNN NAI 62 196 0 24 Jun 2018
Dual Memory Neural Computer for Asynchronous Two-view Sequential Learning Hung Le T. Tran Svetha Venkatesh 80 105 0 02 Feb 2018
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 131 1,252 0 19 Aug 2016
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 249 3,357 0 30 Sep 2015

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