Atrial Fibrillation Datasets (Browse & Filter)
Browse and filter PPG and ECG datasets with AF labels by sensor, site, subjects, and license. For curated collections, see the topic page. Found 23 datasets.
đĄ Looking for a curated collection? See the topic page for hand-picked datasets with detailed notes.
PhysioNet afpdb 1.0.0 (Moody / Goldberger / McClennen / Swiryn). Learning records n (no documented AF) and p (PAF subjects, with 5-min continuation c showing PAF onset on even-numbered precede records...
24 patients with known or suspected paroxysmal AF: 7 Danish and 17 Indian, 15 M / 9 F, mean age 59. They wore a Movisens EcgMove4 chest Holter (mCardia system, REAFEL study) in free living for 24 h to...
10-s resting 12-lead ECGs from 45,152 patients (Chapman University, Shaoxing People's Hospital, Ningbo First Hospital), GE MUSE; rhythm labels (incl. AFIB) and conditions (PVC, RBBB, LBBB, APB) by two...
Official 2015 PhysioNet/CinC Challenge corpus (Clifford et al.). Training set: 750 recordings with expert true/false alarm labels; hidden test 500 remains private. Each record leads up to an alarm at ...
Gilon et al., Scientific Data companion release (Nature Sci Data article linked from Zenodo). Zenodo record 8405941 v1.0.1 (accessright=open, license.id=cc-by-4.0). GitHub: cedricgilon/iridia-af.
Nassar / Maghsoodi / Chen / Maslove / Sibley / Laird / Mousavi (Queenâs / KHSC). Archival ICU monitors 2015â2020; one random 10 s strip per labelled patient. Companion TBME 2026 benchmarks: 10.1109/TB...
45 suspected-AF patients monitored 5â8 days (306 days total) with a KTU wrist-worn PPG device and a Bittium Faros 180 ECG patch; beat-level AF annotations, QRS indices and RR intervals; subjectinfo.xl...
45 patients with suspected atrial fibrillation, monitored 5â8 days each (306 monitoring days total), starting at Vilnius University Hospital and continuing at home. Wrist PPG device running continuous...
Supporting files for Lown et al., PLOS ONE (10.1371/journal.pone.0227401): Excel labels (pone.0227401.s001.xlsx), RR .dat archive (s002.7z), and methods docx (s003.docx).
Charlton PERform family used in PPG beat-detector benchmarking (Physiol. Meas. 2022, DOI 10.1088/1361-6579/ac826d).
MIMIC-III-Ext-CA (Hup / Long / Vullings). PhysioNet v1.0.0 published 2026-03-10. DOI 10.13026/ec0n-y377.
Curated extract from MIMIC-III Waveform Database Matched Subset (Moulaeifard / Charlton / Strodthoff). Segments end at rhythm chart events (â€15 min lookback). Sci Data companion: 10.1038/s41597-026-07...
Annotations originate from Bashar et al. (JBHI / UConn) Figshare 10.6084/m9.figshare.12149091.v1 (public AF labels for MIMIC-III matched sepsis ECG review).
PulseLM cites full 118,217 segments / 228 patients. Only validtestDataset/ (~91 .mat files) is on GitHub. Full train set requires author access.
21,799 10-s 12-lead ECGs from 18,869 patients (Schiller devices, 1989â1996), annotated with 71 SCP-ECG statements (diagnostic, form, rhythm â rhythm statements include AF), with recommended 10-fold pa...
Pulsewatch is a Synapse-hosted clinical/ambulatory AF monitoring dataset and companion code release (UConn / PulsewatchRelease). Companion ICASSP 2025 training/eval code documents 30 s PPG/HR/ACC prod...
Samsung study pairing watch PPG with an ambulatory ECG patch. xMAE describes it as a lab setting; MMR's Table 4 labels it "Naturalistic (field)". The setting is therefore reported inconsistently.
Free-living watch PPG with ectopic-beat labels. The labeling source is not detailed in xMAE.
SHDB-AF (Tsutsui / Biton Brimer / Behar et al.; Sci Data 2025 10.1038/s41597-025-04777-4). Built to stress-test AF event detection under distribution shift. Collected May 2019âMay 2023 (Saitama).
Torres-Soto J, Ashley EA. Multi-task deep learning for cardiac rhythm detection in wearable devices. npj Digital Medicine 3, 116 (2020).
Continuous bedside-monitor waveforms plus arrhythmia alarms and EHR from UCSF Medical Center ICUs, collected March 2013 â December 2018. Used under UCSF IRB 14-13262 (waiver of consent). The Emory aut...
VitalDB Arrhythmia Database (Eun / Shim / Lee / Lim / Lim / Lee / Lee). PhysioNet v1.0.0 published 2026-02-26. DOI 10.13026/axd6-wm13.
WatchMyHeart (Alkhodari / Khandoker, Khalifa University). Zenodo 20729337 (concept 20729336), published 2026-06-22; files modified 2026-08-11. Release: Rawsignals.mat, Metadata.xlsx, Qualitysummaryper...