Resources
Challenge Credentialed Access
CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays
Gregory Holste, Mingquan Lin, Song Wang, Yiliang Zhou, Yishu Wei, Hao Chen, Atlas Wang, Yifan Peng
disease classification artificial intelligence chest x-ray deep learning computer-aided diagnosis long-tailed learning cardiopulmonary disease zero-shot learning
Published: March 19, 2025. Version: 2.0.0
Challenge Credentialed Access
CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays
Gregory Holste, Mingquan Lin, Song Wang, Yiliang Zhou, Yishu Wei, Hao Chen, Atlas Wang, Yifan Peng
disease classification artificial intelligence chest x-ray deep learning computer-aided diagnosis long-tailed learning cardiopulmonary disease zero-shot learning
Published: March 19, 2025. Version: 2.0.0
Challenge 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 waveformsDatabase Restricted Access
Dataset for Segmentation and Classification of Cardiac Implantable Electronic Devices in Chest X-Rays
Keno Bressem, Felix Busch, Andrei Zhukov, Lisa Adams
chest x-ray radiology medical imaging cardiac implantable electronic devices
Published: March 4, 2025. Version: 1.0.0
Database Restricted Access
VinDr-SpineXR: A large annotated medical image dataset for spinal lesions detection and classification from radiographs
Hieu Huy Pham, Hieu Nguyen Trung, Ha Quy Nguyen
Published: Aug. 24, 2021. Version: 1.0.0
Database Open Access
A Pressure Map Dataset for In-bed Posture Classification
Published: Sept. 28, 2017. Version: 1.0.0
Challenge Open Access
AF Classification from a Short Single Lead ECG Recording: The PhysioNet/Computing in Cardiology Challenge 2017
The 2017 PhysioNet/CinC Challenge aims to encourage the development of algorithms to classify, from a single short ECG lead recording (between 30 s and 60 s in length), whether the recording shows normal sinus rhythm, atrial fibrillation (AF), an al…
challenge atrial fibrillation ecg
Published: Feb. 1, 2017. Version: 1.0.0
Challenge Open Access
Classification of Heart Sound Recordings: The PhysioNet/Computing in Cardiology Challenge 2016
The 2016 PhysioNet/CinC Challenge aims to encourage the development of algorithms to classify heart sound recordings collected from a variety of clinical or nonclinical (such as in-home visits) environments. The aim is to identify, from a single sho…
sound heart challenge phonocardiogram
Published: March 4, 2016. Version: 1.0.0
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 Credentialed Access
Generalized Image Embeddings for the MIMIC Chest X-Ray dataset
Andrew Sellergren, Atilla Kiraly, Tom Pollard, Wei-Hung Weng, Yun Liu, Akib Uddin, Christina Chen
Published: Feb. 22, 2023. Version: 1.0