Nachweise

Dieses Projekt baut auf offen lizenzierten klinischen Daten auf. Gemäß CC BY 4.0 nennen wir die Quellen und weisen auf unsere Änderungen hin.

Datensatz

PTB-XL, a large publicly available electrocardiography dataset (v1.0.3)

Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Dieter Kreiseler, Fatima I. Lunze, Wojciech Samek, Tobias Schaeffter

Lizenz

Creative Commons Attribution 4.0 International (CC BY 4.0)

Publikation

Wagner, P., Strodthoff, N., Bousseljot, RD. et al. PTB-XL, a large publicly available electrocardiography dataset. Sci Data 7, 154 (2020).

doi:10.1038/s41597-020-0495-6

PhysioNet-Plattform

PTB-XL, a large publicly available electrocardiography dataset

Goldberger, A., Amaral, L., Glass, L., et al. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation 101(23), e215-e220.

Unsere Änderungen

Selected a curated subset of records, balanced by diagnostic superclass and difficulty.
WFDB (.hea/.dat) transcoded to planar little-endian int16 web binaries (no resampling, no unit conversion).
Algorithm-derived reference intervals computed with NeuroKit2 (not part of the original dataset).
English SCP-code descriptions attached from scp_statements.csv.