Resources


Database Open Access

NInFEA: Non-Invasive Multimodal Foetal ECG-Doppler Dataset for Antenatal Cardiology Research

Danilo Pani, Eleonora Sulas, Monica Urru, Reza Sameni, Luigi Raffo, Roberto Tumbarello

Open dataset featuring non-invasive electrophysiological recordings, fetal pulsed-wave Doppler and maternal respiration signals. It provides a ground truth on the fetal heart activity when an invasive scalp lead is unavailable.

ecg foetus pwd doppler foetal ecg maternal ecg pwd envelope non-invasive cardiology early pregnancy antenatal fecg

Published: Nov. 12, 2020. Version: 1.0.0

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Database Restricted Access

Computed Tomography Images for Intracranial Hemorrhage Detection and Segmentation

Murtadha Hssayeni

Head computed tomography (CT) scans with intracranial hemorrhage (ICH) segmentation, ICH subtypes and skull fracture.

segmentation computed tomography nifti skull fracture ich intracranial hemmorhage ct scans

Published: March 10, 2020. Version: 1.3.1


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 ecg electrocardiography unipolar lead

Published: Nov. 13, 2019. Version: 1.0.1

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Database Open Access

Lobachevsky University Electrocardiography Database

Alena Kalyakulina, Igor Yusipov, Viktor Moskalenko, Alexander Nikolskiy, Konstantin Kosonogov, Nikolai Zolotykh, Mikhail Ivanchenko

ECG signal database that consists of 200 10-second 12-lead records. The boundaries and peaks of P, T waves and QRS complexes were manually annotated by cardiologists. Each record is annotated with the corresponding diagnosis.

diagnosis ecg electrocardiography database delineation open database

Published: Jan. 19, 2021. Version: 1.0.1

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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…

atrial fibrillation challenge ecg

Published: Feb. 1, 2017. Version: 1.0.0


Database Open Access

St Petersburg INCART 12-lead Arrhythmia Database

Annotated ECG recordings extracted from 32 Holter records.

arrhythmia holter ecg

Published: May 1, 2008. 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, Erick Andres Perez Alday, Chengyu Liu, Salman Seyedi, Gari D Clifford

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

challenge cardiac abnormalities competition classification multilead ecgs

Published: Dec. 24, 2020. Version: 1.0.0


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 ecg electrocardiography

Published: April 24, 2020. Version: 1.0.1

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Database Open Access

Non-Invasive Fetal ECG Arrhythmia Database

Fetal cardiac arrhythmias are defined as any irregular fetal cardiac rhythm or regular rhythm at a rate outside the reference range of 100 to 200 beat per minute (bpm). Arrhythmias are discovered in about 1% of fetuses with about 10% of these being …

arrhythmia fetal ecg

Published: Feb. 19, 2019. Version: 1.0.0

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Software Open Access

Apnea Detection from the ECG

Hilbert Transform based Sleep Apnea Detection using a Single Lead Electrocardiogram.

sleep apnea ecg

Published: Feb. 4, 2002. Version: 1.0.0