Resources
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 machine learning evaluation visual question answering electronic health records benchmark multi-modal question answering deep learning chest x-ray ehr question answering semantic parsing
Published: July 23, 2024. Version: 1.0.0
Challenge Credentialed Access
Discharge Me: BioNLP ACL'24 Shared Task on Streamlining Discharge Documentation
Justin Xu
generation bionlp acl discharge summary
Published: April 12, 2024. Version: 1.3
Database Credentialed Access
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
Yuxiang Liao, Hantao Liu, Irena Spasic
natural language processing coreference resolution radiology
Published: Jan. 30, 2024. Version: 1.0.0
Database Credentialed Access
BOLD, a blood-gas and oximetry linked dataset
João Matos, Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie Charpignon, Xiaoli Liu, Jaime dos Santos Cardoso, Leo Anthony Celi, An Kwok Wong
health equity pulse oximetry intensive care unit electronic health records
Published: Nov. 8, 2023. Version: 1.0
Database Credentialed Access
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T Greg McKelvey, Yi Yang, David Sontag
Published: June 21, 2021. 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
Model Credentialed Access
Characterization of Stigmatizing Language in Medical Records
Keith Harrigian, Ayah Zirikly, Brant Chee, Alya Ahmad, Anne Links, Somnath Saha, Mary Catherine Beach, Mark Dredze
clinical natural language processing domain transfer bias stigmatizing language large language models mimic
Published: Nov. 6, 2023. Version: 1.0.0
Database Credentialed Access
MedNLI for Shared Task at ACL BioNLP 2019
Chaitanya Shivade
natural language inference recognizing textual entailment mimic
Published: Nov. 28, 2019. Version: 1.0.1
Challenge Open Access
2018 IEEE BHI and BSN Data Challenge
Tom Pollard, Alistair Johnson, Jesse Raffa
weekend effect ieee challenge mimic
Published: Feb. 5, 2018. Version: 1.0
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