Mitigating the class imbalance effect in Sleep Apnea Classification

A Khan, MS Basit, O Farooq, YU Khan… - … on Recent Advances …, 2023 - ieeexplore.ieee.org
The prediction of Sleep Apnea and its classification into Apnea and Hypopnea in people
with sleep apnea syndrome has not been thoroughly investigated. The primary source of …

A new characterization of adherence patterns to auto-adjusting positive airway pressure in severe obstructive sleep apnea syndrome: clinical and psychological …

R Sampaio, MG Pereira, JC Winck - Sleep and Breathing, 2013 - Springer
Purpose The aim of this study was to examine the joint role of demographic, clinical,
psychological and family coping variables as predictors of adherence patterns to auto …

Continuous positive airway pressure for the treatment of sleep apnea

S Chowdhuri - Otolaryngologic Clinics of North America, 2007 - Elsevier
Continuous positive airway pressure (CPAP) has become the treatment of choice for
obstructive sleep apnea syndrome. Successful therapy with CPAP depends greatly on …

Baseline lighter sleep and lower saturation are associated with improved sleepiness and adherence on continuous rather than autotitrating positive airway pressure

RB Sangal, N Sudan - Clinical EEG and Neuroscience, 2020 - journals.sagepub.com
The objective was to test whether there were better outcomes on switching from autotitrating
positive airway pressure (APAP) to continuous positive airway pressure (CPAP) in a clinic …

[PDF][PDF] 阻塞性睡眠呼吸暂停综合征患者的治疗及评价

苏式成, 张希龙 - 实用临床医药杂志, 2004 - jcmp.yzu.edu.cn
阻塞性睡眠呼吸暂停综合征患者的治疗及评价 Page 1 阻塞性睡眠呼吸暂停综合征患者的治疗及
评价 苏式成,张希龙 (南京医科大学第一附属医院呼吸科,江苏南京,210009 ) 关键词:阻塞性睡眠 …

[引用][C] 自动调节持续气道正压通气系统在阻塞性睡眠呼吸暂停低通气综合征诊治中的应用

夏淑东, 黄席珍 - 国外医学: 呼吸系统分册, 2004

[引用][C] Auto-CPAP 治疗阻塞性睡眠呼吸暂停综合征对睡眠结构的改善

罗荧荃, 杨宇, 王轶娜, 张慧 - 中国现代医学杂志, 2005

Ambulatory management of patients with sleep apnea: is there a place for portable monitor testing?

B Sunwoo, ST Kuna - Clinics in chest medicine, 2010 - chestmed.theclinics.com
Obstructive sleep apnea (OSA) is common and, with the increase in obesity in both adults
and children, its prevalence is increasing. Substantial evidence shows that OSA is …

Management of the hospitalized patient with sleep disordered breathing

KR Casey, MJ Lefor - Current opinion in pulmonary medicine, 2002 - journals.lww.com
Sleep disordered breathing (SDB) frequently comes to medical attention for the first time
when patients are hospitalized for diagnosis and treatment of an associated condition (eg …

Residual subjective daytime sleepiness under CPAP treatment in initially somnolent apnea patients: a pilot study using data mining methods

XL Nguyên, D Rakotonanahary, J Chaskalovic… - Sleep medicine, 2008 - Elsevier
BACKGROUND AND PURPOSE: Despite correct treatment with positive airway pressure
(PAP), obstructive sleep apnea (OSA) patients sometimes remain subjectively somnolent …