Mendonça, Fabio

A Review of Approaches for Sleep Quality Analysis Journal Article

IEEE Access

Link

Mendonça, Fabio

Cyclic Alternating Pattern Estimation from One EEG Monopolar Derivation Using a Long Short-Term Memory Conference Paper

Link

Mendonça, Fabio

Sleep quality of subjects with and without sleep-disordered breathing based on the cyclic alternating pattern rate estimation from single-lead ECG Journal Article

Physiological Measurement, Volume: 40, pp: 105009-105009

Link

Mendonça, Fabio

SC3: self-configuring classifier combination for obstructive sleep apnea Journal Article

Neural Computing and Applications, pp: 1-17

Link

Mendonça, Fabio

A Method based on Cardiopulmonary Coupling Analysis for Sleep Quality Assessment with FPGA Implementation Journal Article

Artificial Intelligence in Medicine, pp: 102019-102019

Link

Mendonça, Fabio

Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal Journal Article

Biomedical Signal Processing and Control

Link

Mendonça, Fabio

A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device Journal Article

IEEE Access

Link

Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García

An Oximetry Based Wireless Device for Sleep Apnea Detection Journal Article

Sensors

Link

Mendonça, Fabio

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

IEEE Access

Link

Mendonça, Fabio

On the use of patterns obtained from LSTM and feature-based methods for time series analysis: application in automatic classification of the CAP A phase subtypes Journal Article

Journal of Neural Engineering

Link