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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
Yinghao Zhu
Changyu Ren
Shiyun Xie
Shukai Liu
Hangyuan Ji
Zixiang Wang
Tao Sun
Long He
Zhoujun Li
Xi Zhu
Chengwei Pan
ArXiv (abs)PDFHTMLGithub (30★)

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

14 / 14 papers shown
M-Eval: A Heterogeneity-Based Framework for Multi-evidence Validation in Medical RAG Systems
M-Eval: A Heterogeneity-Based Framework for Multi-evidence Validation in Medical RAG Systems
Mengzhou Sun
Sendong Zhao
Jianyu Chen
Haochun Wang
Bin Qin
179
0
0
28 Oct 2025
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models
Ching Chang
Yidan Shi
Defu Cao
Wei Yang
Jeehyun Hwang
...
Jiacheng Pang
Wei-Yao Wang
Yan Liu
Wen-Chih Peng
Tien-Fu Chen
AI4TSLRM
266
11
0
15 Sep 2025
Mitigating Clinician Information Overload: Generative AI for Integrated EHR and RPM Data Analysis
Mitigating Clinician Information Overload: Generative AI for Integrated EHR and RPM Data AnalysisAnnual International Computer Software and Applications Conference (COMPSAC), 2025
Ankit Shetgaonkar
Dipen Pradhan
Lakshit Arora
Sanjay Surendranath Girija
Shashank Kapoor
Aman Raj
92
1
0
26 Aug 2025
Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs
Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs
Wei Li
Yunyao Cheng
Xinli Hao
Chaohong Ma
Yuxuan Liang
Bin Yang
Christian S.Jensen
Xiaofeng Meng
AI4TS
199
0
0
13 Jun 2025
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning
Xiaohan Yu
Pu Jian
C. L. Philip Chen
LMTD
364
20
0
12 Jun 2025
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions
Saptarshi Sengupta
Shuhua Yang
Paul Kwong Yu
Fali Wang
Suhang Wang
238
3
0
06 Jun 2025
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Yuhao Wang
Wenjie Qu
Shengfang Zhai
Zichen Liu
Zichen Liu
Shengfang Zhai
Yinpeng Dong
Jiaheng Zhang
SILM
294
8
0
21 May 2025
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation
Yinuo Liu
Zenghui Yuan
Guiyao Tie
Jiawen Shi
Lichao Sun
Lichao Sun
Neil Zhenqiang Gong
641
8
0
08 Mar 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
Pengcheng Jiang
Lang Cao
Ruike Zhu
Minhao Jiang
Yunyi Zhang
Jimeng Sun
Jiawei Han
Jiawei Han
RALM
770
15
0
16 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and EthicsInformation Fusion (Inf. Fusion), 2023
Kai He
Rui Mao
Qika Lin
Yucheng Ruan
Xiang Lan
Mengling Feng
Xiaoshi Zhong
LM&MAAILaw
906
302
0
28 Jan 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
Mingyi Jia
Junwen Duan
Yan Song
Jianxin Wang
503
21
0
20 Jun 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods
Hanlei Jin
Yang Zhang
Dan Meng
Jun Wang
Jinghua Tan
891
213
0
05 Mar 2024
A Closer Look at AUROC and AUPRC under Class Imbalance
A Closer Look at AUROC and AUPRC under Class ImbalanceNeural Information Processing Systems (NeurIPS), 2024
Matthew B. A. McDermott
Lasse Hyldig Hansen
Haoran Zhang
Giovanni Angelotti
Jack Gallifant
836
114
0
11 Jan 2024
Domain-invariant Clinical Representation Learning by Bridging Data Distribution Shift across EMR Datasets
Domain-invariant Clinical Representation Learning by Bridging Data Distribution Shift across EMR Datasets
Zhongji Zhang
Yuhang Wang
Yinghao Zhu
Xinyu Ma
Tianlong Wang
Chaohe Zhang
Yasha Wang
Liantao Ma
Xiaoyun Zhang
Ling Wang
OOD
349
1
0
11 Oct 2023
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