Mendonça, Fabio

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

IEEE Access

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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

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Mendonça, Fabio

Matrix of Lags: a tool for Analysis of Multiple Dependent Time Series applied for CAP scoring Journal Article

Computer Methods and Programs in Biomedicine

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

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

Entropy

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

A Systematic Review of Detecting Sleep Apnea Using Deep Learning Journal Article

Sensors

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Mendonça, Fabio

A Review of Approaches for Sleep Quality Analysis Journal Article

IEEE Access

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Mendonça, Fabio

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

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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

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Mendonça, Fabio

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

Neural Computing and Applications, pp: 1-17

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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

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