Resources
Database Credentialed Access
MIMIC-IV-Ext Clinical Decision Making: A MIMIC-IV Derived Dataset for Evaluation of Large Language Models on the Task of Clinical Decision Making for Abdominal Pathologies
Paul Hager, Friederike Jungmann, Daniel Rueckert
clinical decision making abdominal pathologies treatment plan emergency room diagnosis large language models
Published: July 8, 2024. Version: 1.1
Database Credentialed Access
MedDec: Medical Decisions for Discharge Summaries in the MIMIC-III Database
Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi
natural language processing mimic medical decisions span classification discharge summary
Published: Oct. 16, 2024. Version: 1.0.0
Database Credentialed Access
MedDec: Medical Decisions for Discharge Summaries in the MIMIC-III Database
Mohamed Elgaar, Jiali Cheng, Nidhi Vakil, Hadi Amiri, Leo Anthony Celi
natural language processing mimic medical decisions span classification discharge summary
Published: Oct. 16, 2024. Version: 1.0.0
Database Credentialed Access
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak, Dongchul Cha, Hangyul Yoon, Kwang Hyun Kim, Jeewon Yang, Seunghyun Won, Edward Choi
Published: June 26, 2024. Version: 1.0.1
Database Credentialed Access
National Institutes of Health Stroke Scale (NIHSS) Annotations for the MIMIC-III Database
Jiayang Wang, Xiaoshuo Huang, Lin Yang, Jiao Li
Published: Jan. 25, 2021. Version: 1.0.0
Database Credentialed Access
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering chest x-ray benchmark evaluation multi-modal question answering ehr question answering semantic parsing machine learning deep learning electronic health records visual question answering
Published: July 23, 2024. Version: 1.0.0
Database Credentialed Access
EHR-DS-QA: A Synthetic QA Dataset Derived from Medical Discharge Summaries for Enhanced Medical Information Retrieval Systems
Konstantin Kotschenreuther
mimic-iv clinical question-answering medical discharge summaries large language models
Published: Jan. 11, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Ext Triage Instruction Corpus
Qingyang Shen, Quan Guo
nlp clinical decision support machine learning large language models emergency severity index emergency triage
Published: March 4, 2025. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Ext Triage Instruction Corpus
Qingyang Shen, Quan Guo
nlp clinical decision support machine learning large language models emergency severity index emergency triage
Published: March 4, 2025. Version: 1.0.0
Database Credentialed Access
A Temporal Dataset for Respiratory Support in Critically Ill Patients
Mira Moukheiber, Lama Moukheiber, Dana Moukheiber, Sicheng Hao, Leo Anthony Celi, Hyung-Chul Lee
oberservational data time-series
Published: April 15, 2025. Version: 1.1.0