Pedro Fonseca

Sleep stage classification from heart-rate variability using long short-term memory neural networks

Mustafa Radha, Pedro Fonseca, Arnaud Moreau et al. · Scientific Reports · 2019 · 185 citations · Full text

Computing, Health Informatics, Machine Learning +16

Sleep stage classification with ECG and respiratory effort

Pedro Fonseca, Xi Long, Mustafa Radha et al. · Physiological Measurement · 2015 · 166 citations · Full text

Engineering, Health Informatics, Biomedical Signal Processing +16

Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults

Pedro Fonseca, Tim Weysen, Maaike Goelema et al. · SLEEP · 2017 · 146 citations · Full text

Nursing, Health Informatics, Movement Analysis +15

A deep transfer learning approach for wearable sleep stage classification with photoplethysmography

Mustafa Radha, Pedro Fonseca, Arnaud Moreau et al. · npj Digital Medicine · 2021 · 117 citations · Full text

Computing, Computer Science, Health Informatics +17

Sleep and Wake Classification With Actigraphy and Respiratory Effort Using Dynamic Warping

Xi Long, Pedro Fonseca, Jérôme Foussier et al. · IEEE Journal of Biomedical and Health Informatics · 2013 · 102 citations

Computing, Computer Science, Health Informatics +17