Version 2 2024-12-13, 02:32Version 2 2024-12-13, 02:32
Version 1 2024-12-11, 07:03Version 1 2024-12-11, 07:03
dataset
posted on 2024-12-13, 02:32authored byFan Lin, Xiaoyun Yang, Peng Zhang
This RR interval dataset is derived from 10,000 cases of 24-hour Holter monitoring data sampled at 128 Hz. Among the cases, 9,500 are labeled as non-atrial fibrillation (NAF), and 500 as paroxysmal atrial fibrillation (PAF). These data have been used in the article "Clinician-AI Collaboration: A Win-Win solution for Efficiency and Reliability in Atrial Fibrillation Diagnosis".
The dataset formated as CSV file consists of two columns:
rr_interval: Represents the interval between consecutive R-peaks, measured in milliseconds.
label: Categorical labels for the beats, where:
1 indicates AF
0 indicates NAF
-1 indicates noise or artifacts
Each case is named based on its category. NAF cases are labeled as NAF0001.csv through NAF9500.csv, while PAF cases are labeled as PAF0001.csv through PAF0500.csv.
For any questions, please contact the email: hustzp@hust.edu.cn