Miguel Espinosa

Mr. Miguel Espinosa

orcid

Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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30 November 2023 in Sensors
Verified
Journal Article
Open access
PDF file
MEMiguel Espinosa
Miguel Espinosa
Pedro PoncePedro Ponce
Pedro Ponce
Arturo MolinaArturo Molina
Arturo Molina
VBVicente Borja
Vicente Borja
PFPapi1946MARTHA GUADALUPE TORRES FRAGA
Papi1946MARTHA GUADALUPE TORRES FRAGA
MRMario Rojas
Mario Rojas
Obstructive Sleep Apnea (OSA) is a respiratory disorder characterized by frequent breathing pauses during sleep. The apnea–hypopnea index is a measure used to assess the severity of sleep apnea and the hourly rate of respiratory events. Despite numerous commercial devices available for apnea diagnosis and early detection, accessibility remains challenging for the general population, leading to lengthy wait times in sleep clinics. Consequently, research on monitoring and predicting OSA has surged. This comprehensive paper reviews devices, emphasizing distinctions among representative apnea devices and technologies for home detection of OSA. The collected articles are analyzed to present a clear discussion. Each article is evaluated according to diagnostic elements, the implemented automation level, and the derived level of evidence and quality rating. The findings indicate that the critical variables for monitoring sleep behavior include oxygen saturation (oximetry), body position, respiratory effort, and respiratory flow. Also, the prevalent trend is the development of level IV devices, measuring one or two signals and supported by prediction software. Noteworthy methods showcasing optimal results involve neural networks, deep learning, and regression modeling, achieving an accuracy of approximately 99%.

4 March 2025
Verified
Book Chapter
Closed access
PDF file
MEMiguel Espinosa
Miguel Espinosa
Pedro PoncePedro Ponce
Pedro Ponce
MRMario Rojas
Mario Rojas
VBVicente Borja
Vicente Borja
PFPapi1946MARTHA GUADALUPE TORRES FRAGA
Papi1946MARTHA GUADALUPE TORRES FRAGA
Arturo MolinaArturo Molina
Arturo Molina