Resources
Database Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care pediatrics critical care natural language processing
Published: Nov. 12, 2020. Version: 1.1.0
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…
intensive care clinical critical care machine learning natural language processing
Published: Sept. 4, 2016. Version: 1.4
Challenge Credentialed Access
ShAReCLEF eHealth 2013: Natural Language Processing and Information Retrieval for Clinical Care
Danielle Mowery
Published: Feb. 15, 2013. Version: 1.0
Software Open Access
WFDB Software Package
George Moody, Tom Pollard, Benjamin Moody
Published: June 20, 2022. Version: 10.7.0
Challenge Credentialed Access
Analysis of Clinical Text: Task 14 of SemEval 2015
Guergana Savova
Published: Dec. 28, 2014. Version: 2.0
Database Open Access
Pressure, flow, and dynamic thoraco-abdominal circumferences data for adults breathing under CPAP therapy
Ella Frances Sophia Guy, Jennifer Knopp, Theodore Lerios, James Geoffrey Chase
Published: Jan. 25, 2023. Version: 1.0.0
Model Credentialed Access
Clinical-T5: Large Language Models Built Using MIMIC Clinical Text
Eric Lehman, Alistair Johnson
Published: Jan. 25, 2023. 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
Model Credentialed Access
EntityBERT: BERT-based Models Pretrained on MIMIC-III with or without Entity-centric Masking Strategy for the Clinical Domain
Chen Lin, Steven Bethard, Guergana Savova, Timothy Miller, Dmitriy Dligach
Published: March 17, 2022. Version: 1.0.1
Database Open Access
Effect of 24-hour sleep deprivation on cerebral hemodynamics and cognitive performance
Peter Mukli, Andriy Yabluchanskiy, Tamas Csipo
Published: April 26, 2021. Version: 1.0.0