Fábio Mendonça

SpO2 based sleep apnea detection using deep learning

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado‐Dias et al. · 2017 · 76 citations

Data Classification, Sleep, Sleep Disorder +15

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection

Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo‐García et al. · IEEE Access · 2020 · 53 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Automatic detection of cyclic alternating pattern

Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa et al. · Neural Computing and Applications · 2018 · 38 citations

Machine Vision, Image Analysis, Engineering +9

Sleep Quality Estimation by Cardiopulmonary Coupling Analysis

Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado‐Dias et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2018 · 29 citations

Medical Monitoring, Engineering, Measurement +21

A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation

Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado‐Dias et al. · Entropy · 2019 · 28 citations · Full text

Sleep Disorders, Recurrent Networks, Electroencephalography +24