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Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea

BOOK CHAPTER published 2022 in Advances in the Diagnosis and Treatment of Sleep Apnea

Authors: Gonzalo C. Gutiérrez-Tobal | Daniel Álvarez | Fernando Vaquerizo-Villar | Verónica Barroso-García | Javier Gómez-Pilar | Félix del Campo | Roberto Hornero

https://doi.org/10.1007/978-3-031-06413-5_8 Actions

Oximetry Indices in the Management of Sleep Apnea: From Overnight Minimum Saturation to the Novel Hypoxemia Measures

BOOK CHAPTER published 2022 in Advances in the Diagnosis and Treatment of Sleep Apnea

Authors: Daniel Álvarez | Gonzalo C. Gutiérrez-Tobal | Fernando Vaquerizo-Villar | Fernando Moreno | Félix del Campo | Roberto Hornero

https://doi.org/10.1007/978-3-031-06413-5_13 Actions

Deep-Learning Model Based on Convolutional Neural Networks to Classify Apnea–Hypopnea Events from the Oximetry Signal

BOOK CHAPTER published 2022 in Advances in the Diagnosis and Treatment of Sleep Apnea

Authors: Fernando Vaquerizo-Villar | Daniel Álvarez | Gonzalo C. Gutiérrez-Tobal | C. A. Arroyo-Domingo | F. del Campo | Roberto Hornero

https://doi.org/10.1007/978-3-031-06413-5_15 Actions
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