An Oximetry Based Wireless Device for Sleep Apnea Detection by Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García

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On the Use of Kullback–Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation by Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-García

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Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection by Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado-Dias, Antonio G. Ravelo-García

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Combining Heart Rate Variability and Oximetry to Improve Apneic Event Screening in Non-Desaturating Patients by Sofía Martín-González, Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez

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A Review of Approaches for Sleep Quality Analysis by Fabio Mendonca, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Antonio G. Ravelo-Garcia, Thomas Penzel

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Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms by Ankit Gupta, Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado-Dias

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Study of correlations between clinical signs and morphological features identified in dogs affected with inflammatory bowel disease by David Farray, Francisco Rodriguez, Yaiza Muñoz-Aznar, Antonio G. Ravelo-García, José Raduan Jaber

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Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection by Sheikh Shanawaz Mostafa, Fabio Mendonca, Antonio G. Ravelo-Garcia, Gabriel Julia-Serda, Fernando Morgado-Dias

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A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device by Fabio Mendonca, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Gabriel Julia-Serda, Antonio G. Ravelo-Garcia

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Symmetry Extraction in High Sensitivity Melanoma Diagnosis by Elyoenai Guerra-Segura, Carlos M. Travieso-González, Jesús B. Alonso-Hernández, Antonio G. Ravelo-García, Gregorio Carretero

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Improving the understanding of sleep apnea characterization using Recurrence Quantification Analysis by defining overall acceptable values for the dimensionality of the system, the... by Sofía Martín-González, Juan L Navarro-Mesa, Gabriel Juliá-Serdá, G Marcelo Ramírez-Ávila, Antonio G Ravelo-García

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Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep Learning by Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Joaquim Amândio Azevedo, Antonio G. Ravelo-García, Juan L. Navarro-Mesa

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Human Computer Interactions in Next-Generation of Aircraft Smart Navigation Management Systems: Task Analysis and Architecture under an Agent-Oriented Methodological Approach by José M. Canino-Rodríguez, Jesús García-Herrero, Juan Besada-Portas, Antonio G. Ravelo-García, Carlos Travieso-González, Jesús B. Alonso-Hernández

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Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection by Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel

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Robust Detection of Fatigue Parameters Based on Infrared Information by Carlos M. Travieso-Gonzalez, Jesus B. Alonso-Hernandez, Jose Miguel Canino-Rodriguez, Santiago T. Perez-Suarez, David De La Cruz Sanchez-Rodriguez, Antonio G. Ravelo-Garcia

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Application of the Permutation Entropy over the Heart Rate Variability for the Improvement of Electrocardiogram-based Sleep Breathing Pause Detection by Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Ubay Casanova-Blancas, Sofia Martin-Gonzalez, Pedro Quintana-Morales, Iván Guerra-Moreno, José M. Canino-Rodríguez, Eduardo Hernández-Pérez

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