Resources
Database Credentialed Access
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
Yuxiang Liao, Hantao Liu, Irena Spasic
radiology natural language processing coreference resolution
Published: Jan. 30, 2024. Version: 1.0.0
Database Credentialed Access
RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports
Sarvesh Soni, Kirk Roberts
electronic health records clinical notes question answering radiology reports machine reading comprehension
Published: Dec. 9, 2022. Version: 1.0.0
Database Open Access
Cardiorespiratory measurement from graded cycloergometer exercise testing
Clovis Chabert, Denis Mongin, Eric Hermand, Aurélie Collado, Olivier Hue
Published: June 30, 2022. Version: 1.0.0
Challenge Credentialed Access
SNOMED CT Entity Linking Challenge
Will Hardman, Mark Banks, Rory Davidson, Donna Truran, Nindya Widita Ayuningtyas, Hoa Ngo, Alistair Johnson, Tom Pollard
snomed entity linking clinical annotation
Published: Dec. 19, 2023. Version: 1.0.0
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
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
Database Restricted Access
CheXchoNet: A Chest Radiograph Dataset with Gold Standard Echocardiography Labels
Pierre Elias, Shreyas Bhave
heart failure chest x-rays deep learning early detection cardiac structural abnormalties
Published: March 20, 2024. Version: 1.0.0
Challenge Credentialed Access
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Majid Afshar
bionlp clinical natural language processing electronic health record summarization
Published: Nov. 12, 2023. Version: 2.0.0
Database Restricted Access
KURIAS-ECG: a 12-lead electrocardiogram database with standardized diagnosis ontology
Hakje Yoo, Yunjin Yum, Soowan Park, Jeong Moon Lee, Moonjoung Jang, Yoojoong Kim, Jong-Ho Kim, Hyun-Joon Park, Kap Su Han, Jae Hyoung Park, Hyung Joon Joo
Published: Nov. 8, 2021. Version: 1.0
Database Open Access
PTB-XL, a large publicly available electrocardiography dataset
Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter
electrocardiography ptb-xl ptb ecg
Published: Nov. 9, 2022. Version: 1.0.3
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