Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches
Moulaeifard M., Charlton P., Aston P., Thompson A., Marozas V., Heiss C., Alastruey J., Nandi M., Vardanega S., Hegemann N., Bench C., Pfeffer O., Sološenko A., Rinkevičius M., Coquelin L., Strodthoff N.Photoplethysmography Machine learning Deep neural networks Blood pressure estimation Atrial fibrillation detection
| Document type | Article |
| Journal title / Source | Biomedical Signal Processing and Control |
| Volume | 120 |
| Page numbers / Article number | 109831 |
| Publisher's name | Elsevier BV |
| Publisher's address (city only) | Amsterdam, NX, Netherlands |
| Publication date | 2026-1-1 |
| ISSN | 1746-8094 |
| DOI | 10.1016/j.bspc.2026.109831 |