Table 1 Comparison of SHDB-AF to previous works.
From: SHDB-AF: a Japanese Holter ECG database of atrial fibrillation
Dataset | Origin | N | Record length | Device | Sampling rate | Individual clinical detail beyond age and sex | AF annotation |
|---|---|---|---|---|---|---|---|
SHDB-AF (this work) | Japan | 128 | 24 hours | 2-channel Holter | 125 | Height, weight, medication, AF subtypes, medication, ablation, echocardiography parameters, pacemaker, comorbidities | YES |
MIT-BIH Arrhythmia Database | USA | 48 | 30 minutes | 2-channel Holter | 360 | medication | No |
MIH-BIH AFDB | USA | 23 | 10 hours | 2-channel Holter | 250 | No | YES |
LTAFDB | USA | 84 | 24 hours | 2-channel Holter | 128 | No | YES |
IRIDIA-AF | Belgium | 167 | ~20–96 hours | 2-channel Holter | 200 | No | YES |
Icentia11k | Canada | 11,000 | 1–2 weeks | Single lead ECG patch | 250 | No | YES |
CPSC2021 | China | 47 | varied | 12-lead Holter or 3-lead wearable ECG monitoring devices | 200 | No | No |
