Multiclass Arrhythmia Classification Using Multimodal Smartwatch Photoplethysmography Signals Collected in Real-Life Settings
Accurate AF and PAC/PVC detection with minimal false positive detection can enhance clinical and public acceptance of smartwatch-based AF monitoring.
Authors
- Tenes Paul (ORCID: https://orcid.org/0000-0002-0135-6864)
- Om Ghetia (ORCID: https://orcid.org/0000-0003-3206-1193)
- Timothy P. Fitzgibbons (ORCID: https://orcid.org/0000-0003-0229-034X)
- Ji-Hye Moon (ORCID: https://orcid.org/0000-0001-5501-5953)
- Edith Mensah Otabil (ORCID: https://orcid.org/0000-0002-8926-8403)
- Alexander Hamel (ORCID: https://orcid.org/0000-0002-5855-6912)
- Matthew Gottbrecht (ORCID: https://orcid.org/0000-0001-5245-9356)
- Kamran Noorishirazi (ORCID: https://orcid.org/0000-0002-4059-2771)
- Andrew Peitzsch (ORCID: https://orcid.org/0000-0002-4933-6432)
- Jane S. Saczynski (ORCID: https://orcid.org/0000-0002-6411-4774)
- Khanh‐Van Tran (ORCID: https://orcid.org/0000-0002-7036-2969)
- Eric Ding (ORCID: https://orcid.org/0000-0002-6904-8534)
- Ki H. Chon (ORCID: https://orcid.org/0000-0002-4422-4837)
- Fahimeh Mohagheghian (ORCID: https://orcid.org/0000-0002-6653-7148)
- David D. McManus (ORCID: https://orcid.org/0000-0002-9343-6203)
- Youngsun Kong (ORCID: https://orcid.org/0000-0001-5409-3888)
- Taylor Orwig (ORCID: https://orcid.org/0000-0002-4899-7677)
- Luís Roberto Mercado Díaz (ORCID: https://orcid.org/0000-0003-3543-3677)
- Syed Naeem (ORCID: https://orcid.org/0000-0001-8851-8477)
- Dong Han (ORCID: https://orcid.org/0000-0001-7872-7371)
- Emily L. Dickson (ORCID: https://orcid.org/0000-0002-6501-2294)
- Nishat Nishita (ORCID: https://orcid.org/0000-0001-8958-2067)
- Ziyue Wang
- Danielle DiMezza (ORCID: https://orcid.org/0000-0003-4604-8184)
- Darleen Lessard (ORCID: https://orcid.org/0000-0002-9644-2203)
- Jordy Mehawej (ORCID: https://orcid.org/0000-0001-6877-6778)
- Andreas Filippaios (ORCID: https://orcid.org/0000-0003-0082-5507)
- Bruce Barton (ORCID: https://orcid.org/0000-0001-7878-8895)
- Darren Chen (ORCID: https://orcid.org/0009-0001-7667-9748)
- Devan Williams
- Ohm Ghutadaria
Institutions
- Northeastern University (US)
- University of Connecticut (US)
- University of Massachusetts Chan Medical School (US)
Publication Details
- Journal
- IEEE Transactions on Biomedical Engineering
- Published
- 2025-09-23
- DOI
- https://doi.org/10.1109/tbme.2025.3613471
- Citations
- 4
- Primary Topic
- Non-Invasive Vital Sign Monitoring
- Type
- article
- Field-Weighted Citation Impact
- 2.70