RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic
Health Records

RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

25 February 2024

Ran Xu

Papers citing "RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records"

8 / 8 papers shown

Title
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 88 0 0 02 Mar 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval Pengcheng Jiang Cao Xiao Minhao Jiang Parminder Bhatia Taha A. Kass-Hout Jimeng Sun Jiawei Han RALM AI4MH 51 4 0 06 Oct 2024
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR Ran Xu Yiwen Lu Chang Liu Yong Chen Yan Sun Xiao Hu Joyce C. Ho Carl Yang 43 1 0 09 Jun 2024
HYDRA: Model Factorization Framework for Black-Box LLM Personalization Yuchen Zhuang Haotian Sun Yue Yu Rushi Qiang Qifan Wang Chao Zhang Bo Dai AAML 51 15 0 05 Jun 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 83 151 0 20 Feb 2024
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models W. Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 70 102 0 15 Nov 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 116 144 0 01 Mar 2023
StageNet: Stage-Aware Neural Networks for Health Risk Prediction Junyi Gao Cao Xiao Yasha Wang Wen Tang Lucas Glass Jimeng Sun 37 92 0 24 Jan 2020