from PhysioNet, the research resource for complex physiologic signals


The Long-Term AF Database

This database is described in

Petrutiu S, Sahakian AV, Swiryn S. Abrupt changes in fibrillatory wave characteristics at the termination of paroxysmal atrial fibrillation in humans. Europace 9:466-470 (2007).

Please cite this publication when referencing this material, and also include the standard citation for PhysioNet:

Goldberger AL, Amaral LAN, Glass L, Hausdorff JM, Ivanov PCh, Mark RG, Mietus JE, Moody GB, Peng C-K, Stanley HE. PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. Circulation 101(23):e215-e220 [Circulation Electronic Pages; http://circ.ahajournals.org/cgi/content/full/101/23/e215]; 2000 (June 13).

This database includes 84 long-term ECG recordings of subjects with paroxysmal or sustained atrial fibrillation (AF). Each record contains two simultaneously recorded ECG signals digitized at 128 Hz with 12-bit resolution over a 20 mV range; record durations vary but are typically 24 to 25 hours. The qrs annotations were produced by an automated QRS detector; all detected beats (including occasional ventricular ectopic beats) were labelled N.

The AF Termination Challenge Database consists of 80 one-minute excerpts of a subset of these records (those numbered 00 through 75). As a guide to selecting the excerpts, "T" annotations were inserted manually in the qrs annotation files of this subset of the records, to mark spontaneous terminations of AF episodes with durations of at least one minute.

The original recordings were collected and contributed to PhysioNet by Steven Swiryn and his colleagues at Northwestern University. They were digitized and automatically annotated at Boston's Beth Israel Deaconess Medical Center. Steven Swiryn and George Moody annotated the AF terminations.

Further reading

Segments from this database were used in:

Moody GB. Spontaneous Termination of Atrial Fibrillation: A Challenge from PhysioNet and Computers in Cardiology 2004, Computers in Cardiology 31:101-104 (2004).

Icon  Name                    Last modified      Size  Description
[DIR] Parent Directory - [   ] 00.dat 07-Jul-2003 15:48 37M digitized signal(s) [   ] 00.hea 23-Jul-2003 13:49 117 header file [   ] 00.qrs 24-Jul-2003 07:23 207K unaudited annotations [   ] 01.dat 18-Jul-2003 21:43 36M digitized signal(s) [   ] 01.hea 18-Jul-2003 21:45 119 header file [   ] 01.qrs 24-Jul-2003 07:26 175K unaudited annotations [   ] 03.dat 18-Jul-2003 17:58 43M digitized signal(s) [   ] 03.hea 18-Jul-2003 18:01 122 header file [   ] 03.qrs 24-Jul-2003 07:34 158K unaudited annotations [   ] 05.dat 18-Jul-2003 18:10 43M digitized signal(s) [   ] 05.hea 18-Jul-2003 18:10 120 header file [   ] 05.qrs 19-Jul-2003 00:51 221K unaudited annotations [   ] 06.dat 18-Jul-2003 21:38 44M digitized signal(s) [   ] 06.hea 18-Jul-2003 21:38 117 header file [   ] 06.qrs 24-Jul-2003 07:42 206K unaudited annotations [   ] 07.dat 18-Jul-2003 18:23 45M digitized signal(s) [   ] 07.hea 18-Jul-2003 18:26 121 header file [   ] 07.qrs 24-Jul-2003 07:45 211K unaudited annotations [   ] 08.dat 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