Resources


Challenge Open Access

Early Prediction of Sepsis from Clinical Data -- the PhysioNet Computing in Cardiology Challenge 2019

Matthew Reyna, Chris Josef, Russell Jeter, Supreeth Shashikumar, Benjamin Moody, Ashish Sharma, Shamim Nemati, Gari Clifford

The 2019 PhysioNet Computing in Cardiology Challenge invites participants to predict sepsis in clinical data

prediction challenge sepsis

Published: Aug. 5, 2019. Version: 1.0.0


Database Credentialed Access

MIMIC-CXR Database

Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng

Chest radiographs in JPG format with structured labels extracted from the free-text reports.

natural language processing mimic machine learning chest x-rays radiology computer vision

Published: Aug. 2, 2019. Version: 1.0.0


Database Open Access

Computed Tomography Images for Intracranial Hemorrhage Detection and Segmentation

Murtadha Hssayeni

Head computed tomography scans with intracranial hemmorhage segmentation.

jpg segmentation computed tomography intracranial hemmorhage

Published: Aug. 1, 2019. Version: 1.0.0


Software Open Access

Logistic Regression-HSMM-based Heart Sound Segmentation

David Springer

Heart sound segmentation code, based on a duration-dependent hidden Markov model, extended with the use of logistic regression for emission probability estimation and an enhanced Viterbi algorithm.

Published: July 29, 2019. Version: 1.0


Database Open Access

eICU Collaborative Research Database Demo

Alistair Johnson, Tom Pollard, Omar Badawi, Jesse Raffa

An openly available subset of the eICU Collaborative Research Database.

critical care eicu open data medical informatics

Published: July 15, 2019. Version: 2.0


Database Open Access

MIMIC-III Clinical Database Demo

Alistair Johnson, Tom Pollard, Roger Mark

An open source demo of the MIMIC-III Clinical Database

mimic critical care electronic health records

Published: April 24, 2019. Version: 1.4


Database Credentialed Access

MedNLI for Shared Task at ACL BioNLP 2019

Chaitanya Shivade

MedNLI test set for Shared Task at BioNLP 2019

mimic natural language inference recognizing textual entailment

Published: April 17, 2019. Version: 1.0.0


Database Credentialed Access

eICU Collaborative Research Database

Tom Pollard, Alistair Johnson, Jesse Raffa, Leo Anthony Celi, Omar Badawi, Roger Mark

The eICU Collaborative Research Database is a multi-center database comprising deidentified health data associated with over 200,000 admissions to ICUs across the United States between 2014-2015. The database includes vital sign measurements, care p…

telemedicine critical care icu

Published: April 15, 2019. Version: 2.0


Database Open Access

Safety and Preliminary Efficacy of Intranasal Insulin for Cognitive Impairment in Parkinson Disease and Multiple System Atrophy

Vera Novak, Peter Novak

A double-blinded placebo-controlled pilot study in parkinson disease and multiple system atrophy.

Parkinson disease (PD) is associated with cognitive impairment. We aimed to determine the effects of intranasal insulin (INI) on cognition and motor p…

atrophy insulin randomized controlled trial cognitive assessment motor assessment parkinsons

Published: April 10, 2019. Version: 1


Database Open Access

Permittivity of Healthy and Diseased Skeletal Muscle

Benjamin Sanchez

A better understanding of the permittivity of skeletal muscle is essential for the development of new diagnostic tools and approaches for neuromuscular evaluation. However, there remain important knowledge gaps in our understanding of this property …

skeletal muscle permittivity anisotropy neuromuscular disorders

Published: March 15, 2019. Version: 1.0