Fábio Mendonça

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Author response for "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"

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020 .

SpO2 based sleep apnea detection using deep learning

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2017, 2017 IEEE 21st International Conference on Intelligent Engineering Systems (INES).

Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring

Fernando Morgado Dias, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2020, Comput. Methods Programs Biomed..

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

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020, IEEE Access.

A Review of Approaches for Sleep Quality Analysis

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2019, IEEE Access.

SC3: self-configuring classifier combination for obstructive sleep apnea

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2019, Neural Computing and Applications.

A low cost FPGA based thermal imaging camera for fault detection in PV panels

Fábio Mendonça, F. Morgado-Dias, Daniel Garigali Pestana, 2017, 2017 International Conference on Internet of Things for the Global Community (IoTGC).

Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2018, 2018 13th APCA International Conference on Control and Soft Computing (CONTROLO).

A Minimally Invasive Portable System for Sleep Apnea Detection

Fernando Morgado Dias, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2017, 2017 International Conference and Workshop on Bioinspired Intelligence (IWOBI).

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

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2019, Physiological measurement.

Sleep Quality Estimation by Cardiopulmonary Coupling Analysis

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

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

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020, IEEE Access.

A Review of Obstructive Sleep Apnea Detection Approaches

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2019, IEEE Journal of Biomedical and Health Informatics.

An Oximetry Based Wireless Device for Sleep Apnea Detection

Fernando Morgado Dias, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2020, Sensors.

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

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2019, 2019 International Conference in Engineering Applications (ICEA).

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

Fernando Morgado Dias, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2020, Biomed. Signal Process. Control..

Design and power production of small-scale wind turbines

Fábio Mendonça, Joaquim Azevedo, 2017, 2017 International Conference in Energy and Sustainability in Small Developing Economies (ES2DE).

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

Sheikh Shanawaz Mostafa, Fábio Mendonça, Fernando Morgado-Dias, 2020, Journal of neural engineering.

A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation

Fernando Morgado Dias, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2021, Artif. Intell. Medicine.

Multiple Time Series Fusion Based on LSTM: An Application to CAP A Phase Classification Using EEG pdf

Fernando Morgado Dias, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2021, International journal of environmental research and public health.

Devices for home detection of obstructive sleep apnea: A review.

Thomas Penzel, Sheikh Shanawaz Mostafa, Fábio Mendonça, 2018, Sleep medicine reviews.