Cargando…

Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network

Obstructive sleep apnea/hypopnea syndrome (OSAHS) is characterized by repeated airflow partial reduction or complete cessation due to upper airway collapse during sleep. OSAHS can induce frequent awake and intermittent hypoxia that is associated with hypertension and cardiovascular events. Full-chan...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chang, Hung-Chi, Wu, Hau-Tieng, Huang, Po-Chiun, Ma, Hsi-Pin, Lo, Yu-Lun, Huang, Yuan-Hao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662467/ https://www.ncbi.nlm.nih.gov/pubmed/33113849 http://dx.doi.org/10.3390/s20216067

Ejemplares similares

Phenotype-Based and Self-Learning Inter-Individual Sleep Apnea Screening With a Level IV-Like Monitoring System
por: Wu, Hau-Tieng, et al.
Publicado: (2018)

Prediction of the severity of obstructive sleep apnea by anthropometric features via support vector machine
por: Liu, Wen-Te, et al.
Publicado: (2017)

Utility of portable monitoring in the diagnosis of obstructive sleep apnea
por: Krishnaswamy, U, et al.
Publicado: (2015)

Efficacy of portable sleep monitoring device in diagnosing central sleep apnea in patients with congestive heart failure
por: Tung, Pi-Hung, et al.
Publicado: (2022)

A Persistent Homology Approach to Heart Rate Variability Analysis With an Application to Sleep-Wake Classification
por: Chung, Yu-Min, et al.
Publicado: (2021)

Obstructive sleep apnea event detection using explainable deep learning models for a portable monitor
por: Alarcón, Ángel Serrano, et al.
Publicado: (2023)

Accuracy of Type III Portable Monitors for Diagnosing Obstructive Sleep Apnea
por: Ito, Keiko, et al.
Publicado: (2018)

Capnography monitoring the hypoventilation during the induction of bronchoscopic sedation: A randomized controlled trial
por: Lin, Ting-Yu, et al.
Publicado: (2017)

Save Muscle Information–Unfiltered EEG Signal Helps Distinguish Sleep Stages
por: Liu, Gi-Ren, et al.
Publicado: (2020)

Screening of sleep apnea based on heart rate variability and long short-term memory
por: Iwasaki, Ayako, et al.
Publicado: (2021)

Investigation of Snoring and Obstructive Sleep Apnea Using Portable Polysomnography in Patients with Temporomandibular Disorder
por: Lee, Yeon-Hee, et al.
Publicado: (2022)

Role of normal sleep and sleep apnea in human memory processing
por: Ahuja, Shilpi, et al.
Publicado: (2018)

Portable inhaled methoxyflurane is feasible and safe for colonoscopy in subjects with morbid obesity and/or obstructive sleep apnea
por: Nguyen, Nam Q., et al.
Publicado: (2015)

Investigation of Obstructive Sleep Apnea Using Portable Monitors and Health Check Data in Japanese Drivers
por: Ueyama, Masako, et al.
Publicado: (2018)

Validation of a portable monitor compared with polysomnography for screening of obstructive sleep apnea in polio survivors
por: Ding, Qidi, et al.
Publicado: (2023)

STOP-BANG questionnaire as a screening tool for diagnosis of obstructive sleep apnea by unattended portable monitoring sleep study
por: Doshi, Viral, et al.
Publicado: (2015)

The Consolidation of Implicit Sequence Memory in Obstructive Sleep Apnea
por: Csabi, Eszter, et al.
Publicado: (2014)

Prevalence of obstructive sleep apnea at an outpatient memory clinic
por: Linssen, Britt, et al.
Publicado: (2021)

Diagnosis of Obstructive Sleep Apnea in Parkinson's Disease Patients: Is Unattended Portable Monitoring a Suitable Tool?
por: Gros, Priti, et al.
Publicado: (2015)

Assessment of Central Sleep Apnea Events in Children with Sleep-Disordered Breathing
por: Kaplan, Alyson, et al.
Publicado: (2022)

A pilot study: portable out-of-center sleep testing as an early sleep apnea screening tool in acute ischemic stroke
por: Chernyshev, Oleg Y, et al.
Publicado: (2015)

Short Sleep Duration, Obstructive Sleep Apnea, Shiftwork, and the Risk of Adverse Cardiovascular Events in Patients After an Acute Coronary Syndrome
por: Barger, Laura K., et al.
Publicado: (2017)

Energy Types of Snoring Sounds in Patients with Obstructive Sleep Apnea Syndrome: A Preliminary Observation
por: Lee, Li-Ang, et al.
Publicado: (2012)

Snoring Sounds Predict Obstruction Sites and Surgical Response in Patients with Obstructive Sleep Apnea Hypopnea Syndrome
por: Lee, Li-Ang, et al.
Publicado: (2016)

Recurrent Pneumothorax with CPAP Therapy for Obstructive Sleep Apnea
por: Rajdev, Kartikeya, et al.
Publicado: (2020)

Dynamic Drug-Induced Sleep Computed Tomography in Adults With Obstructive Sleep Apnea
por: Li, Hsueh-Yu, et al.
Publicado: (2016)

Pragmatic Validation of Home Portable Sleep Monitor for diagnosing Obstructive Sleep Apnea in a non-referred population: The ELSA-Brasil study
por: Aielo, Aline N., et al.
Publicado: (2019)

Diagnostic Accuracy of a Portable Electromyography and Electrocardiography Device to Measure Sleep Bruxism in a Sleep Apnea Population: A Comparative Study
por: Cid-Verdejo, Rosana, et al.
Publicado: (2023)

Longer apneas and hypopneas are associated with greater ultra-short-term HRV in obstructive sleep apnea
por: Hietakoste, Salla, et al.
Publicado: (2020)

Length of Individual Apnea Events Is Increased by Supine Position and Modulated by Severity of Obstructive Sleep Apnea
por: Leppänen, Timo, et al.
Publicado: (2016)

Associated bone mineral density and obstructive sleep apnea in chronic obstructive pulmonary disease
por: Wang, Tsai-Yu, et al.
Publicado: (2015)

Cumulative Association of Obstructive Sleep Apnea Severity and Short Sleep Duration with the Risk for Hypertension
por: Priou, Pascaline, et al.
Publicado: (2014)

Sleep Electroencephalographic Response to Respiratory Events in Patients With Moderate Sleep Apnea–Hypopnea Syndrome
por: Zhou, Guolin, et al.
Publicado: (2020)

Integrity of Multiple Memory Systems in Individuals With Untreated Obstructive Sleep Apnea
por: Jackson, Melinda L., et al.
Publicado: (2020)

Sleep Apnea
por: Alchanatis, Manos, et al.
Publicado: (2012)

The effect of tongue base suspension with uvulopalato-pharyngoplasty on sleep quality in obstructive sleep apnea
por: Tsou, Yung-An, et al.
Publicado: (2018)

The Importance of Sleep-Dependent Memory Testing in Positive Airway Pressure Treatment of Obstructive Sleep Apnea
por: Varga, Andrew W., et al.
Publicado: (2021)

Sleep Spindle Characteristics and Relationship with Memory Ability in Patients with Obstructive Sleep Apnea-Hypopnea Syndrome
por: Zhu, Qilin, et al.
Publicado: (2023)

Comparison of short-term recovery in children with obstructive sleep apnea undergoing tonsillotomy vs. tonsillectomy
por: Dang, Yanwei, et al.
Publicado: (2022)

Cardiorespiratory coupling is associated with exercise capacity in patients with chronic obstructive pulmonary disease
por: Huang, Yu-Chen, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_0ltps9aedgosqfdvjroun3maij