REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records
Analysis via Large Language Models

REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models

10 February 2024

Shiyun Xie

Zhoujun Li

Chengwei Pan

Papers citing "REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models"

5 / 5 papers shown

Title
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 67 148 0 28 Jan 2025
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 306 0 05 Feb 2024
Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data Yinghao Zhu Zixiang Wang Junyi Gao Yuning Tong Jingkun An Weibin Liao Ewen M. Harrison Liantao Ma Chengwei Pan LM&MA 35 8 0 25 Jan 2024
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention Kwanhyung Lee Soojeong Lee Sangchul Hahn Heejung Hyun E. Choi Byungeun Ahn Joohyung Lee 43 8 0 04 May 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling Xinlu Zhang Shiyang Li Zhiyu Zoey Chen Xifeng Yan Linda R. Petzold AI4TS 44 24 0 18 Oct 2022