Resources


Database Credentialed Access

Chest ImaGenome Dataset

Joy Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Paguio, Jasper Seth Yao, Edward Christopher Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Tanveer Syeda-Mahmood, Mehdi Moradi

The Chest ImaGenome dataset is a scene graph dataset with additional chronological comparison relations for chest X-rays. It is automatically derived from the MIMIC-CXR dataset. A manually annotated gold standard is also available for 500 patients.

machine learning multimodal radiology chest x-ray scene graph visual question answering visual dialogue object detection deep learning disease progression semantic reasoning bounding box relation extraction knowledge graph cxr chest explainability reasoning

Published: July 13, 2021. Version: 1.0.0

Database Open Access

MIT-BIH Polysomnographic Database

Recordings of multiple physiologic signals during sleep, collected from 18 subjects monitored at Boston's Beth Israel Hospital Sleep Laboratory.

respiration sleep multiparameter apnea eeg ecg

Published: Aug. 3, 1999. Version: 1.0.0

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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

Will Two Do? Varying Dimensions in Electrocardiography: the PhysioNet/Computing in Cardiology Challenge 2021

challenge classification multilead ecgs competition cardiac abnormalities

Published: Feb. 25, 2021. Version: 1.02

Database Credentialed Access

MIMIC-CXR-JPG - chest radiographs with structured labels

Alistair Johnson, Matt Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng

Chest x-rays in JPG format with structured labels derived from the associated radiology report.

mimic computer vision radiology chest x-ray deep learning

Published: Nov. 14, 2019. Version: 2.0.0

Database Open Access

Wilson Central Terminal ECG Database

Hossein Moeinzadeh, Gaetano Gargiulo

Wilson Central Terminal ECG signals recorded from 92 patients.

wilson central terminal limb potential electrocardiography unipolar lead ecg

Published: Nov. 13, 2019. Version: 1.0.1

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Database Open Access

Wrist PPG During Exercise

Photoplethysmogram recorded from 8 volunteers during walking, running and bike riding.

multiparameter movement photoplethysmogram accelerometer ecg

Published: Oct. 20, 2017. Version: 1.0.0

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Database Open Access

PTB-XL, a large publicly available electrocardiography dataset

Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter

The PTB-XL ECG dataset is a large dataset of 21837 clinical 12-lead ECGs from 18885 patients of 10 second length. The raw signal data has been annotated by up to two cardiologists with 71 different ECG statements and is supplemented by rich metadata.

ptb-xl ptb electrocardiography ecg

Published: April 24, 2020. Version: 1.0.1

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Database Credentialed Access

Deidentified Medical Text

Margaret Douglass, Bill Long, George Moody, Peter Szolovits, Li-wei Lehman, Roger Mark, Gari Clifford

Gold standard corpus of 2,434 deidentified nursing notes

medical text nursing notes de-identification hipaa

Published: Dec. 18, 2007. Version: 1.0

Database Open Access

St Petersburg INCART 12-lead Arrhythmia Database

Annotated ECG recordings extracted from 32 Holter records.

holter arrhythmia ecg

Published: May 1, 2008. Version: 1.0.0

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Challenge Open Access

Electrocardiographic Imaging of Myocardial Infarction - The PhysioNet Computing in Cardiology Challenge 2007

The aim of Challenge 2007 is to establish how well one can characterize the location and extent of moderate to large, relatively compact infarcts using electrocardiographic evidence (supplemented by a model of the torso geometry and conductivity), i…

imaging challenge ecg

Published: Jan. 2, 2007. Version: 1.0.0