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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Mendonça, Fabio

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

Biomedical Signal Processing and Control

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Mendonça, Fabio

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

IEEE Access

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

An Oximetry Based Wireless Device for Sleep Apnea Detection Journal Article

Sensors

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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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