Marco Ross

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

Computer-Assisted Sleep Classification according to the Standard of the American Academy of Sleep Medicine: Validation Study of the AASM Version of the Somnolyzer 24 × 7

P. Anderer, Arnaud Moreau, Michael Woertz et al. · Neuropsychobiology · 2010 · 128 citations

Nursing, Health Informatics, Sleep Disorders In Older Adults +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

Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered population

Pedro Fonseca, Merel M. van Gilst, Mustafa Radha et al. · SLEEP · 2020 · 78 citations · Full text

Computing, Health Informatics, Machine Learning +16

It is All in the Wrist: Wearable Sleep Staging in a Clinical Population versus Reference Polysomnography

Bernice M. Wulterkens, Pedro Fonseca, Lieke WA Hermans et al. · Nature and Science of Sleep · 2021 · 74 citations · Full text

Nursing, Health Informatics, Bioinstrumentation +15