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Ravelo García, Antonio Gabriel

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Author: Mostafa, Sheikh Shanawaz

Title Issue Date
Towards automatic EEG cyclic alternating pattern analysis: a systematic review Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. ; Rosenzweig, Ivana Issued date: 2023 DOI: 10.1007/s13534-023-00303-w Source: Biomedical Engineering Letters [ISSN 2093-9868], v. 13 p. 273-291 (2023) SJR: 0,722 - Q2 JCR: 4,6 - Q2 ESCI MIAR ICDS: 10,5 Artículo
Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms Gupta, Ankit; Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Ravelo-García, A. ; Morgado-Dias, Fernando Issued date: 2023 DOI: 10.3390/electronics12132954 Source: Electronics (Switzerland)[EISSN 2079-9292],v. 12 (13), (Julio 2023) SJR: 0,628 - Q2 JCR: 2,9 - Q2 SCIE MIAR ICDS: 10,5 Artículo
On the Use of Kullback–Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. Issued date: 2023 DOI: 10.3390/info14100571 Source: Information (Switzerland)[EISSN 2078-2489],v. 14 (10), (Octubre 2023) SJR: 0,662 - Q2 ESCI MIAR ICDS: 9,5 Artículo
Multiple Time Series Fusion Based on LSTM: An Application to CAP A Phase Classification Using EEG Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado-Dias, Fernando; Ravelo-García, Antonio G. Issued date: 2022 DOI: 10.3390/ijerph191710892 Source: International journal of environmental research and public health[EISSN 1660-4601],v. 19 (17), (Septiembre 2022) SJR: 0,828 - Q2 JCR: 4,614 - Q1 SSCI SCIE MIAR ICDS: 10,7 Artículo
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 Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G. Issued date: 2021 DOI: 10.1088/1741-2552/abd047 Source: Journal Of Neural Engineering [ISSN 1741-2560], v. 18 (3), 036004, (Junio 2021) SJR: 1,504 - Q1 JCR: 5,043 - Q2 SCIE Artículo
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. Issued date: 2021 DOI: 10.1016/j.artmed.2021.102019 Source: Artificial Intelligence in Medicine[ISSN 0933-3657],v. 112, (Febrero 2021) SJR: 1,497 - Q1 JCR: 7,011 - Q1 SCIE MIAR ICDS: 11,0 Artículo
An oximetry based wireless device for sleep apnea detection Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo García, Antonio Gabriel Issued date: 2020 DOI: 10.3390/s20030888 Source: Sensors (Switzerland) [ISSN 1424-8220], v. 20 (3) SJR: 0,636 - Q2 JCR: 3,576 - Q2 SCIE Artículo
Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. Issued date: 2020 DOI: 10.1007/s00521-018-3455-8 Source: Neural Computing and Applications[ISSN 0941-0643], n. 32, p. 15711–15731 SJR: 0,713 - Q1 JCR: 5,606 - Q1 SCIE Artículo
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. Issued date: 2020 DOI: 10.1016/j.bspc.2020.102063 Source: Biomedical Signal Processing and Control [ISSN 1746-8094], v. 62, 102063, (Septiembre 2020) SJR: 0,767 - Q2 JCR: 3,88 - Q2 SCIE Artículo
Greedy based convolutional neural network optimization for detecting apnea Mostafa, Sheikh Shanawaz; Baptista, Darío; Ravelo García, Antonio Gabriel ; Juliá-Serdá, Gabriel; Morgado-Dias, Fernando Issued date: 2020 DOI: 10.1016/j.cmpb.2020.105640 Source: Computer Methods and Programs in Biomedicine [ISSN 0169-2607], n. 197 SJR: 0,924 - Q1 JCR: 5,428 - Q1 SCIE Artículo
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection Mostafa, Sheikh Shanawaz; Mendonca, Fabio; Ravelo García, Antonio Gabriel ; Julia-Serda, Gabriel; Morgado-Dias, Fernando Issued date: 2020 DOI: 10.1109/ACCESS.2020.3009149 Source: IEEE Access [ISSN 2169-3536], n. 8, p. 129586-129599 SJR: 0,587 - Q1 JCR: 3,367 - Q2 SCIE Artículo
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-García, Antonio G. Issued date: 2020 DOI: 10.1016/j.cmpb.2020.105314 Source: Computer Methods and Programs in Biomedicine [ISSN 0169-2607], n. 189 SJR: 0,924 - Q1 JCR: 5,428 - Q1 SCIE Artículo
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Julia-Serda, Gabriel; Ravelo García, Antonio Gabriel Issued date: 2020 DOI: 10.1109/ACCESS.2020.3019734 Source: IEEE Access [ISSN 2169-3536], v. 8, p. 158523-158537 SJR: 0,587 - Q1 JCR: 3,367 - Q2 SCIE Artículo
A Review of Approaches for Sleep Quality Analysis Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo García, Antonio Gabriel ; Penzel, Thomas Issued date: 2019 DOI: 10.1109/ACCESS.2019.2900345 Source: IEEE Access [ISSN 2169-3536], v. 7, p. 24527-24546 SJR: 0,775 - Q1 JCR: 3,745 - Q1 SCIE Reseña
SC3: self-configuring classifier combination for obstructive sleep apnea Mostafa, Sheikh Shanawaz; Mendonca, Fabio; Juliá Serdá, Gabriel; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G. Issued date: 2019 DOI: 10.1007/s00521-019-04582-2 Source: Neural Computing & Applications[ISSN 0941-0643], v. 32, p. 17825–17841 SJR: 0,796 - Q1 JCR: 4,774 - Q1 SCIE Artículo
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G. Issued date: 2019 DOI: 10.3390/e21121203 Source: Entropy [ISSN 1099-4300], v. 21 (12), 1203, (Diciembre 2019) SJR: 0,527 - Q2 JCR: 2,494 - Q2 SCIE Artículo
Sleep quality of subjects with and without sleep-disordered breathing based on the cyclic alternating pattern rate estimation from single-lead ECG Mendonça, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo García, Antonio Gabriel ; Penzel, Thomas Issued date: 2019 DOI: 10.1088/1361-6579/ab4f08 Source: Physiological Measurement[ISSN 0967-3334],v. 40 (10) SJR: 0,702 - Q2 JCR: 2,309 - Q3 SCIE Artículo
Cyclic Alternating Pattern Estimation from One EEG Monopolar Derivation Using a Long Short-Term Memory Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G. Issued date: 2019 DOI: 10.1109/CEAP.2019.8883470 Source: 2019 International Conference on Engineering Applications, ICEA 2019 - Proceedings Actas de congresos
Combination of deep and shallow networks for cyclic alternating patterns detection Mostafa, Sheikh Shanawaz; Mendonça, Fábio; Ravelo-García, Antonio ; Morgado-Dias, Fernando Issued date: 2018 DOI: 10.1109/CONTROLO.2018.8516418 Source: 13th APCA International Conference on Control and Soft Computing, CONTROLO 2018 - Proceedings (8516418), p. 98-103 Actas de congresos
Sleep Quality Estimation by Cardiopulmonary Coupling Analysis Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando; Ravelo-Garcia, Antonio G. Issued date: 2018 DOI: 10.1109/TNSRE.2018.2881361 Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering[ISSN 1534-4320],v. 26 (8534372), p. 2233-2239 SJR: 0,992 - Q1 JCR: 3,478 - Q1 SCIE Artículo