Resources
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic critical care intensive care unit machine learning
Published: March 16, 2021. Version: 1.0
Database Credentialed Access
MIMIC-III - SequenceExamples for TensorFlow modeling
Jonas Kemp, Kun Zhang, Andrew Dai
tensorflow sequence modeling machine learning deep learning
Published: Sept. 29, 2020. Version: 1.0.0
Database Open Access
MIMIC-III Clinical Database Demo
Alistair Johnson, Tom Pollard, Roger Mark
mimic critical care electronic health records
Published: April 24, 2019. Version: 1.4
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
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
electronic health record preprocessing machine learning
Published: April 28, 2021. 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
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Matthew Lungren, Andrew Ng, Curtis Langlotz, Pranav Rajpurkar
radiology entity and relation extraction graph multi-modal natural language processing
Published: June 3, 2021. Version: 1.0.0
Database Credentialed Access
MedNLI for Shared Task at ACL BioNLP 2019
Chaitanya Shivade
mimic natural language inference recognizing textual entailment
Published: Nov. 28, 2019. Version: 1.0.1
Database Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care critical care pediatrics natural language processing
Published: Nov. 12, 2020. Version: 1.1.0
Database Open Access
MIMIC-IV demo data in the OMOP Common Data Model
Michael Kallfelz, Anna Tsvetkova, Tom Pollard, Manlik Kwong, Gigi Lipori, Vojtech Huser, Jeffrey Osborn, Sicheng Hao, Andrew Williams
Published: June 21, 2021. Version: 0.9