A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis
Bench C., Aston P., Hegemann N., Strodthoff N., Charlton P., Coquelin L., Moulaeifard M., Desai V., Pfeffer O., Thompson A.uncertainty quantification, photoplethysmography, PPG, uncertainty calibration, blood pressure, atrial fibrillation
| Document type | Article |
| Journal title / Source | Machine Learning: Health |
| Volume | 2 |
| Issue | 1 |
| Page numbers / Article number | 015011 |
| Publisher's name | IOP Publishing |
| Publisher's address (city only) | Bristol, United Kingdom |
| Publication date | 2026-1-1 |
| ISSN | 3049-477X |
| DOI | 10.1088/3049-477X/ae4c8e |