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 · 175 citations · Full text

Sleep stage classification with ECG and respiratory effort

Pedro Fonseca, Xi Long, Mustafa Radha et al. · Physiological Measurement · 2015 · 162 citations · Full text

Deep Sleep, Engineering, Biometrics +18

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

Pedro Fonseca, Tim Weysen, Maaike Goelema et al. · SLEEP · 2017 · 143 citations · Full text

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

Mustafa Radha, Pedro Fonseca, Arnaud Moreau et al. · npj Digital Medicine · 2021 · 110 citations · Full text

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

Sleep Disorders, Engineering, Machine Learning +20