R-R Interval Histogram-Based Deep Learning for 3-Class Atrial Fibrillation Screening in Garment-Type Wearable Holter Electrocardiogram Monitoring: Algorithm Development and Validation Study

Tomoaki Nakano   ¹ , MD ;   Keita Okayama   ¹ , MD, PhD ;   Masanao Yasuoka   ² , BE ;   Hironori Shigeta   ² , PhD ;   Akito Kawamura   ¹ , MD ;   Takayuki Sekihara   ¹ , MD ;   Kentaro Ozu   ¹ , MD ;   Takafumi Oka   ¹ , MD, PhD ;   Shigeto Seno   ² , PhD ;   Yasushi Sakata   ¹ , MD, PhD

¹ Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Osaka, Suita, Osaka, Japan

² Department of Bioinformatic Engineering, Graduate School of Information Science and Technology, The University of Osaka, Suita, Osaka, Japan