Resources
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
Challenge Open Access
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022
Matthew Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick Andres Perez Alday, Nadi Sadr, Sandra Mattos, Miguel Coimbra, Reza Sameni, Ali Bahrami Rad, Zuzana Koscova, Gari Clifford
challenge competition cardiac auscultation congenital heart diseases
Published: Sept. 28, 2023. Version: 1.0.0
Challenge Credentialed Access
CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays
Gregory Holste, Song Wang, Ajay Jaiswal, Yuzhe Yang, Mingquan Lin, Yifan Peng, Atlas Wang
Published: Sept. 28, 2023. Version: 1.1.0
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
João Matos, Tristan Struja, David S Restrepo, Luis Filipe Nakayama, Jack Gallifant, Luca Weishaupt, Nikita Mullangi, Maria Loureiro, Skyler Shapiro, Adrien Carrel, Leo Anthony Celi
machine learning health equity pulse oximetry
Published: May 8, 2023. Version: 1.0.0
Challenge Open Access
Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021
Matthew Reyna, Nadi Sadr, Annie Gu, Erick Andres Perez Alday, Chengyu Liu, Salman Seyedi, Amit Shah, Gari Clifford
challenge cardiac abnormalities multilead ecgs classification competition
Published: July 29, 2022. Version: 1.0.3
Visualize waveformsChallenge Open Access
Classification of 12-lead ECGs: The PhysioNet/Computing in Cardiology Challenge 2020
Erick Andres Perez Alday, Annie Gu, Amit Shah, Chengyu Liu, Ashish Sharma, Salman Seyedi, Ali Bahrami Rad, Matthew Reyna, Gari Clifford
Published: July 29, 2022. Version: 1.0.2
Visualize waveformsChallenge Open Access
Paroxysmal Atrial Fibrillation Events Detection from Dynamic ECG Recordings: The 4th China Physiological Signal Challenge 2021
Xingyao Wang, Caiyun Ma, Xiangyu Zhang, Hongxiang Gao, Gari D. Clifford, Chengyu Liu
event detection paroxysmal atrial fibrillation
Published: June 21, 2021. Version: 1.0.0
Visualize waveformsChallenge Restricted Access
WiDS (Women in Data Science) Datathon 2020: ICU Mortality Prediction
Meredith Lee, Jesse Raffa, Marzyeh Ghassemi, Tom Pollard, Sharada Kalanidhi, Omar Badawi, Karen Matthys, Leo Anthony Celi
mortality risk data science kaggle icu challenge predictive analytics women in data science
Published: Jan. 22, 2020. Version: 1.0.0
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, M. Brandon Westover, Ashish Sharma, Shamim Nemati, Gari D. Clifford
Published: Aug. 5, 2019. Version: 1.0.0
Challenge Open Access
You Snooze You Win: The PhysioNet/Computing in Cardiology Challenge 2018
The goal of the challenge is use information from the available signals to correctly classify target arousal regions.
apnea circadian sleep challenge polysomnography
Published: Feb. 21, 2018. Version: 1.0.0