Resources
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
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang
Published: April 12, 2022. Version: 1.0.0
Database Credentialed Access
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang
Published: April 12, 2022. Version: 1.0.0
Database Credentialed Access
Annotated Question-Answer Pairs for Clinical Notes in the MIMIC-III Database
Xiang Yue, Xinliang Frederick Zhang, Huan Sun
clinical question answering clinical nlp clinical reading comprehension
Published: Jan. 15, 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 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 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
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
Learning to Ask Like a Physician: a Discharge Summary Clinical Questions (DiSCQ) Dataset
Eric Lehman
question generation question answering machine learning
Published: July 28, 2022. Version: 1.0