Machine Learning-Based Screening for Obstructive Sleep Apnea Using Photographic Craniofacial and Speech-Derived Acoustic Features

Marissa López-Zaldivar, Sulema Torres-Ramos, Israel Román-Godínez, Daniel Hernández-Gordillo, Aurora Sofia Vázquez-Jiménez, Ricardo Antonio Salido-Ruiz

Open source

DOI
10.3390/life16101748
Published
2026-10-18
Container
Life
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/life16101748,
  title = {Machine Learning-Based Screening for Obstructive Sleep Apnea Using Photographic Craniofacial and Speech-Derived Acoustic Features},
  author = {Marissa López-Zaldivar and Sulema Torres-Ramos and Israel Román-Godínez and Daniel Hernández-Gordillo and Aurora Sofia Vázquez-Jiménez and Ricardo Antonio Salido-Ruiz},
  year = {2026},
  journal = {Life},
  doi = {10.3390/life16101748},
  url = {https://doi.org/10.3390/life16101748}
}

RIS

TY  - JOUR
TI  - Machine Learning-Based Screening for Obstructive Sleep Apnea Using Photographic Craniofacial and Speech-Derived Acoustic Features
AU  - Marissa López-Zaldivar
AU  - Sulema Torres-Ramos
AU  - Israel Román-Godínez
AU  - Daniel Hernández-Gordillo
AU  - Aurora Sofia Vázquez-Jiménez
AU  - Ricardo Antonio Salido-Ruiz
PY  - 2026
JO  - Life
DO  - 10.3390/life16101748
UR  - https://doi.org/10.3390/life16101748
ER  - 

APA

López-Zaldivar, M., Torres-Ramos, S., Román-Godínez, I., Hernández-Gordillo, D., Vázquez-Jiménez, A. S., & Salido-Ruiz, R. A. (2026). Machine Learning-Based Screening for Obstructive Sleep Apnea Using Photographic Craniofacial and Speech-Derived Acoustic Features. Life. https://doi.org/10.3390/life16101748

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