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Prompting Large Language Models for Zero-Shot Clinical Prediction with
  Structured Longitudinal Electronic Health Record Data
v1v2 (latest)

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data

25 January 2024
Yinghao Zhu
Zixiang Wang
Junyi Gao
Yuning Tong
Jingkun An
Weibin Liao
Ewen M. Harrison
Liantao Ma
Chengwei Pan
    LM&MA
ArXiv (abs)PDFHTMLGithub (23★)

Papers citing "Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data"

10 / 10 papers shown
Traj-CoA: Patient Trajectory Modeling via Chain-of-Agents for Lung Cancer Risk Prediction
Traj-CoA: Patient Trajectory Modeling via Chain-of-Agents for Lung Cancer Risk Prediction
Sihang Zeng
Y. Fu
Sitong Zhou
Zixuan Yu
Lucas Jing Liu
Jun Wen
M. Thompson
Ruth Etzioni
Meliha Yetisgen
189
0
0
12 Oct 2025
MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling
MoMA: A Mixture-of-Multimodal-Agents Architecture for Enhancing Clinical Prediction Modelling
Jifan Gao
Mahmudur Rahman
John R. Caskey
Madeline Oguss
Ann O'Rourke
...
Anne Stey
Anoop Mayampurath
M. Churpek
Guanhua Chen
Majid Afshar
184
3
0
07 Aug 2025
MedGellan: LLM-Generated Medical Guidance to Support Physicians
MedGellan: LLM-Generated Medical Guidance to Support Physicians
Debodeep Banerjee
Burcu Sayin
Stefano Teso
Andrea Passerini
LM&MA
201
0
0
06 Jul 2025
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Recordsnpj Digital Medicine (npj Digit Med), 2025
Hejie Cui
Alyssa Unell
Bowen Chen
Jason Alan Fries
Emily Alsentzer
Sanmi Koyejo
N. Shah
412
18
0
06 Mar 2025
DeLLiriuM: A large language model for delirium prediction in the ICU
  using structured EHR
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHRResearch Square (RS), 2024
Miguel Contreras
Sumit Kapoor
Jiaqing Zhang
Andrea Davidson
Yuanfang Ren
Ziyuan Guan
T. Ozrazgat-Baslanti
Subhash Nerella
A. Bihorac
Parisa Rashidi
314
8
0
22 Oct 2024
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community RetrievalInternational Conference on Learning Representations (ICLR), 2024
Pengcheng Jiang
Cao Xiao
Minhao Jiang
Parminder Bhatia
Taha A. Kass-Hout
Jimeng Sun
Jiawei Han
RALMAI4MH
410
32
0
06 Oct 2024
From Text to Multimodality: Exploring the Evolution and Impact of Large
  Language Models in Medical Practice
From Text to Multimodality: Exploring the Evolution and Impact of Large Language Models in Medical Practice
Qian Niu
Keyu Chen
Ming Li
Pohsun Feng
Ziqian Bi
...
Junyu Liu
Benji Peng
Tianyang Wang
Yunze Wang
Silin Chen
LM&MA
611
12
0
14 Sep 2024
The Power of Combining Data and Knowledge: GPT-4o is an Effective
  Interpreter of Machine Learning Models in Predicting Lymph Node Metastasis of
  Lung Cancer
The Power of Combining Data and Knowledge: GPT-4o is an Effective Interpreter of Machine Learning Models in Predicting Lymph Node Metastasis of Lung Cancer
Danqing Hu
Bing Liu
Xiaofeng Zhu
Nan Wu
AI4CELM&MA
462
2
0
25 Jul 2024
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
Yinghao Zhu
Changyu Ren
Shiyun Xie
Shukai Liu
Hangyuan Ji
...
Tao Sun
Long He
Zhoujun Li
Xi Zhu
Chengwei Pan
290
46
0
10 Feb 2024
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuningIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2023
Yun Luo
Zhen Yang
Fandong Meng
Yafu Li
Jie Zhou
Yue Zhang
CLLKELM
862
596
0
17 Aug 2023
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