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Vaquerizo-Villar, Fernando
92  Ergebnisse:
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1

An explainable deep-learning architecture for pediatric sle..:

Jiménez-García, Jorge ; García, María ; Gutiérrez-Tobal, Gonzalo C....
Biomedical Signal Processing and Control.  87 (2024)  - p. 105490 , 2024
Link: https://doi.org/10.1016/..
 
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2

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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3

An explainable deep-learning model to stage sleep states in..:

Vaquerizo-Villar, Fernando ; Gutiérrez-Tobal, Gonzalo C. ; Calvo, Eva...
Computers in Biology and Medicine.  165 (2023)  - p. 107419 , 2023
Link: https://doi.org/10.1016/..
 
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4

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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5

Derivation and validation of a blood biomarker score for 2-..:

Martín-Rodríguez, Francisco ; Vaquerizo-Villar, Fernando ; López-Izquierdo, Raúl...
Internal and Emergency Medicine.  18 (2023)  6 - p. 1797-1806 , 2023
Link: https://doi.org/10.1007/..
 
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6

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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7

A 2D convolutional neural network to detect sleep apnea in ..:

Jiménez-García, Jorge ; García, María ; Gutiérrez-Tobal, Gonzalo C....
Computers in Biology and Medicine.  147 (2022)  - p. 105784 , 2022
Link: https://doi.org/10.1016/..
 
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8

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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9

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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10

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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11

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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12

Bispectral analysis of overnight airflow to improve the ped..:

Barroso-García, Verónica ; Gutiérrez-Tobal, Gonzalo C. ; Kheirandish-Gozal, Leila...
Computers in Biology and Medicine.  129 (2021)  - p. 104167 , 2021
Link: https://doi.org/10.1016/..
 
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13

Wavelet Analysis of Overnight Airflow to Detect Obstructive..:

Barroso-García, Verónica ; Gutiérrez-Tobal, Gonzalo C. ; Gozal, David...
Sensors.  21 (2021)  4 - p. 1491 , 2021
Link: https://doi.org/10.3390/..
 
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14

Heart rate variability as a potential biomarker of pediatri..:

Martín-Montero, Adrián ; Gutiérrez-Tobal, Gonzalo C ; Kheirandish-Gozal, Leila...
Sleep.  45 (2021)  2 - p. , 2021
Link: https://doi.org/10.1093/..
 
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15

The Different Facets of Heart Rate Variability in Obstructi..:

Qin, Hua ; Steenbergen, Nicolas ; Glos, Martin...
Frontiers in Psychiatry.  12 (2021)  - p. , 2021
Link: https://doi.org/10.3389/..
 
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