Gutiérrez-Tobal GC - Search Results

1

ECG-based convolutional neural network in pediatric obstructive sleep apnea diagnosis.

García-Vicente C, Gutiérrez-Tobal GC, Jiménez-García J, Martín-Montero A, Gozal D, Hornero R. García-Vicente C, et al. Among authors: gutierrez tobal gc. Comput Biol Med. 2023 Dec;167:107628. doi: 10.1016/j.compbiomed.2023.107628. Epub 2023 Oct 24. Comput Biol Med. 2023. PMID: 37918264 Free article.

2

Bispectral analysis of overnight airflow to improve the pediatric sleep apnea diagnosis.

Barroso-García V, Gutiérrez-Tobal GC, Kheirandish-Gozal L, Vaquerizo-Villar F, Álvarez D, Del Campo F, Gozal D, Hornero R. Barroso-García V, et al. Comput Biol Med. 2021 Feb;129:104167. doi: 10.1016/j.compbiomed.2020.104167. Epub 2020 Dec 7. Comput Biol Med. 2021. PMID: 33385706

3

A 2D convolutional neural network to detect sleep apnea in children using airflow and oximetry.

Jiménez-García J, García M, Gutiérrez-Tobal GC, Kheirandish-Gozal L, Vaquerizo-Villar F, Álvarez D, Del Campo F, Gozal D, Hornero R. Jiménez-García J, et al. Comput Biol Med. 2022 Aug;147:105784. doi: 10.1016/j.compbiomed.2022.105784. Epub 2022 Jun 28. Comput Biol Med. 2022. PMID: 35797888 Free article.

4

Airflow Analysis in the Context of Sleep Apnea.

Barroso-García V, Jiménez-García J, Gutiérrez-Tobal GC, Hornero R. Barroso-García V, et al. Among authors: gutierrez tobal gc. Adv Exp Med Biol. 2022;1384:241-253. doi: 10.1007/978-3-031-06413-5_14. Adv Exp Med Biol. 2022. PMID: 36217088 Review.

5

Pediatric sleep apnea: Characterization of apneic events and sleep stages using heart rate variability.

Martín-Montero A, Armañac-Julián P, Gil E, Kheirandish-Gozal L, Álvarez D, Lázaro J, Bailón R, Gozal D, Laguna P, Hornero R, Gutiérrez-Tobal GC. Martín-Montero A, et al. Among authors: gutierrez tobal gc. Comput Biol Med. 2023 Mar;154:106549. doi: 10.1016/j.compbiomed.2023.106549. Epub 2023 Jan 15. Comput Biol Med. 2023. PMID: 36706566 Free article.

6

An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea.

Vaquerizo-Villar F, Gutiérrez-Tobal GC, Calvo E, Álvarez D, Kheirandish-Gozal L, Del Campo F, Gozal D, Hornero R. Vaquerizo-Villar F, et al. Among authors: gutierrez tobal gc. Comput Biol Med. 2023 Oct;165:107419. doi: 10.1016/j.compbiomed.2023.107419. Epub 2023 Aug 31. Comput Biol Med. 2023. PMID: 37703716 Free article.

7

Apnea-hypopnea index estimation from spectral analysis of airflow recordings.

Gutierrez-Tobal GC, Hornero R, Alvarez D, Marcos JV, Gomez C, Del Campo F. Gutierrez-Tobal GC, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:3444-7. doi: 10.1109/EMBC.2012.6346706. Annu Int Conf IEEE Eng Med Biol Soc. 2012. PMID: 23366667

8

Automated Screening of Children With Obstructive Sleep Apnea Using Nocturnal Oximetry: An Alternative to Respiratory Polygraphy in Unattended Settings.

Álvarez D, Alonso-Álvarez ML, Gutiérrez-Tobal GC, Crespo A, Kheirandish-Gozal L, Hornero R, Gozal D, Terán-Santos J, Del Campo F. Álvarez D, et al. J Clin Sleep Med. 2017 May 15;13(5):693-702. doi: 10.5664/jcsm.6586. J Clin Sleep Med. 2017. PMID: 28356177 Free PMC article.

9

Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings.

Vaquerizo-Villar F, Álvarez D, Kheirandish-Gozal L, Gutiérrez-Tobal GC, Barroso-García V, Crespo A, Del Campo F, Gozal D, Hornero R. Vaquerizo-Villar F, et al. Comput Methods Programs Biomed. 2018 Mar;156:141-149. doi: 10.1016/j.cmpb.2017.12.020. Epub 2017 Dec 24. Comput Methods Programs Biomed. 2018. PMID: 29428066

10

Assessment of oximetry-based statistical classifiers as simplified screening tools in the management of childhood obstructive sleep apnea.

Crespo A, Álvarez D, Kheirandish-Gozal L, Gutiérrez-Tobal GC, Cerezo-Hernández A, Gozal D, Hornero R, Del Campo F. Crespo A, et al. Sleep Breath. 2018 Dec;22(4):1063-1073. doi: 10.1007/s11325-018-1637-3. Epub 2018 Feb 16. Sleep Breath. 2018. PMID: 29453636

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