Resources
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 medical decisions span classification discharge summary mimic
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 medical decisions span classification discharge summary mimic
Published: Oct. 16, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-IV-Ext-MDS-ED: Multimodal Decision Support in the Emergency Department - a Benchmark Dataset for Diagnoses and Deterioration Prediction in Emergency Medicine
Juan Miguel Lopez Alcaraz, Nils Strodthoff
emergency department ecg multimodal benchmark diagnoses prediction deterioration prediction
Published: Sept. 12, 2024. Version: 1.0.0
Database Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
Luis Filipe Nakayama, Mariana Goncalves, Lucas Zago Ribeiro, Helen Santos, Daniel Ferraz, Fernando Malerbi, Leo Anthony Celi, Caio Regatieri
Published: Aug. 14, 2024. Version: 1.0.1
Database Open Access
Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management
Cécile Logé, Emily Ross, David Yaw Amoah Dadey, Saahil Jain, Adriel Saporta, Andrew Ng, Pranav Rajpurkar
Published: June 11, 2021. Version: 1.0.0
Database Credentialed Access
Tasks 1 and 3 from Progress Note Understanding Suite of Tasks: SOAP Note Tagging and Problem List Summarization
Yanjun Gao, John Caskey, Timothy Miller, Brihat Sharma, Matthew Churpek, Dmitriy Dligach, Majid Afshar
Published: Sept. 30, 2022. 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 benchmark evaluation visual question answering electronic health records multi-modal question answering deep learning chest x-ray ehr question answering semantic parsing machine learning
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 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 large language models treatment plan emergency room diagnosis
Published: July 8, 2024. Version: 1.1
Database Credentialed Access
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
clinical intensive care critical care natural language processing machine learning
Published: Sept. 4, 2016. Version: 1.4