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X
Vaquerizo-Villar, Fernando
19  Ergebnisse:
Buchkapitel (Online) X
Personensuche X
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1

Accurate and Interpretable Deep Learning Model for Sleep St..:

, In: IFMBE Proceedings; 9th European Medical and Biological Engineering Conference,
Vaquerizo-Villar, Fernando ; Álvarez, Daniel ; Gutiérrez-Tobal, Gonzalo C.... - p. 38-47 , 2024
Link: https://doi.org/10.1007/..
 
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2

A deep learning model based on the combination of convoluti..:

, In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Vaquerizo-Villar, Fernando ; Alvarez, Daniel ; Gutierrez-Tobal, Gonzalo C.... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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3

Oximetry Indices in the Management of Sleep Apnea: From Ove..:

, In: Advances in the Diagnosis and Treatment of Sleep Apnea; Advances in Experimental Medicine and Biology,
Álvarez, Daniel ; Gutiérrez-Tobal, Gonzalo C. ; Vaquerizo-Villar, Fernando... - p. 219-239 , 2022
Link: https://doi.org/10.1007/..
 
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4

A convolutional neural network to classify sleep stages in ..:

, In: 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON),
Vaquerizo-Villar, Fernando ; Alvarez, Daniel ; Gutierrez-Tobal, Gonzalo C.... - p. 108-113 , 2022
Link: https://doi.org/10.1109/..
 
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5

ECG and Heart Rate Variability in Sleep-Related Breathing D..:

, In: Advances in the Diagnosis and Treatment of Sleep Apnea; Advances in Experimental Medicine and Biology,
Qin, Hua ; Vaquerizo-Villar, Fernando ; Steenbergen, Nicolas.. - p. 159-183 , 2022
Link: https://doi.org/10.1007/..
 
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6

Conventional Machine Learning Methods Applied to the Automa..:

, In: Advances in the Diagnosis and Treatment of Sleep Apnea; Advances in Experimental Medicine and Biology,
Gutiérrez-Tobal, Gonzalo C. ; Álvarez, Daniel ; Vaquerizo-Villar, Fernando... - p. 131-146 , 2022
Link: https://doi.org/10.1007/..
 
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7

Deep-Learning Model Based on Convolutional Neural Networks ..:

, In: Advances in the Diagnosis and Treatment of Sleep Apnea; Advances in Experimental Medicine and Biology,
Vaquerizo-Villar, Fernando ; Álvarez, Daniel ; Gutiérrez-Tobal, Gonzalo C.... - p. 255-264 , 2022
Link: https://doi.org/10.1007/..
 
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8

Automatic Assessment of Pediatric Sleep Apnea Severity Usin..:

, In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Vaquerizo-Villar, Fernando ; Alvarez, Daniel ; Kheirandish-Gozal, Leila... - p. 633-636 , 2020
Link: https://doi.org/10.1109/..
 
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9

Usefulness of Spectral Analysis of Respiratory Rate Variabi..:

, In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),
Barroso-Garcia, Veronica ; Gutierrez-Tobal, Gonzalo C. ; Kheirandish-Gozal, Leila... - p. 4580-4583 , 2019
Link: https://doi.org/10.1109/..
 
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10

Pulse Rate Variability Analysis to Enhance Oximetry as at-H..:

, In: IFMBE Proceedings; World Congress on Medical Physics and Biomedical Engineering 2018,
Gutiérrez-Tobal, Gonzalo C. ; Álvarez, Daniel ; Vaquerizo-Villar, Fernando... - p. 213-217 , 2018
Link: https://doi.org/10.1007/..
 
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11

Methods:

, In: Springer Theses; Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea,
Vaquerizo Villar, Fernando - p. 19-47 , 2023
Link: https://doi.org/10.1007/..
 
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12

Conclusions:

, In: Springer Theses; Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea,
Vaquerizo Villar, Fernando - p. 83-87 , 2023
Link: https://doi.org/10.1007/..
 
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13

Introduction:

, In: Springer Theses; Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea,
Vaquerizo Villar, Fernando - p. 1-12 , 2023
Link: https://doi.org/10.1007/..
 
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14

Results:

, In: Springer Theses; Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea,
Vaquerizo Villar, Fernando - p. 49-63 , 2023
Link: https://doi.org/10.1007/..
 
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15

Hypotheses and Objectives:

, In: Springer Theses; Automated Analysis of the Oximetry Signal to Simplify the Diagnosis of Pediatric Sleep Apnea,
Vaquerizo Villar, Fernando - p. 13-18 , 2023
Link: https://doi.org/10.1007/..
 
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