Towards validating the effectiveness of obstructive sleep apnea classification from electronic health records using machine learning
Obstructive sleep apnea (OSA) is a common, chronic, sleep-related breathing disorder
characterized by partial or complete airway obstruction in sleep. The gold standard …
characterized by partial or complete airway obstruction in sleep. The gold standard …
Association of Traditional and Nontraditional Risk Factors in the Development of Strokes Among Young Adults by Sex and Age Group: A Retrospective Case-Control …
MH Leppert, SN Poisson, S Scarbro… - … Quality and Outcomes, 2024 - Am Heart Assoc
BACKGROUND: Despite women having fewer traditional risk factors (eg, hypertension,
diabetes), strokes are more common in women than men aged≤ 45 years. This study …
diabetes), strokes are more common in women than men aged≤ 45 years. This study …
Obstructive sleep apnea modulates clinical outcomes post-acute myocardial infarction: A large longitudinal veterans' dataset report
R Agrawal, A Sharafkhaneh, V Nambi… - Respiratory …, 2023 - Elsevier
Background While the longer-term Obstructive Sleep apnea (OSA)-related intermittent
hypoxia (IH) leads to various comorbidities, it has become increasingly evident that OSA …
hypoxia (IH) leads to various comorbidities, it has become increasingly evident that OSA …
Mortality patterns associated with central sleep apnea among veterans: a large, retrospective, longitudinal report
Rationale: Central sleep apnea (CSA) is associated with high mortality. Current knowledge
stems from studies with limited sample size (fewer than 100 subjects) and in homogeneous …
stems from studies with limited sample size (fewer than 100 subjects) and in homogeneous …
The association of sleep apnea and cancer in veterans
Objective To test the association between preexisting obstructive sleep apnea (OSA) and
subsequent cancer in a large long-term cohort of veteran patients. Study Design …
subsequent cancer in a large long-term cohort of veteran patients. Study Design …
Characterization of genetic and phenotypic heterogeneity of obstructive sleep apnea using electronic health records
OJ Veatch, CR Bauer, BT Keenan, NS Josyula… - BMC medical …, 2020 - Springer
Background Obstructive sleep apnea (OSA) is defined by frequent episodes of reduced or
complete cessation of airflow during sleep and is linked to negative health outcomes …
complete cessation of airflow during sleep and is linked to negative health outcomes …
Multisite validation of a simple electronic health record algorithm for identifying diagnosed obstructive sleep apnea
BT Keenan, HL Kirchner, OJ Veatch… - Journal of Clinical …, 2020 - jcsm.aasm.org
Study Objectives: We examined the performance of a simple algorithm to accurately
distinguish cases of diagnosed obstructive sleep apnea (OSA) and noncases using the …
distinguish cases of diagnosed obstructive sleep apnea (OSA) and noncases using the …
Temporal and regional trends in obstructive sleep apnea using administrative health data in Alberta, Canada
SR Pendharkar, H Sharpe, RJ Rosychuk… - Annals of the …, 2023 - atsjournals.org
Rationale: Obstructive sleep apnea (OSA) is a common treatable condition with important
health and societal consequences. Objectives: We aimed to assess the annual incidence …
health and societal consequences. Objectives: We aimed to assess the annual incidence …
Sleep Testing and Mortality in a Propensity-matched Cohort of Patients with Chronic Obstructive Pulmonary Disease
LM Donovan, T Wai, LJ Spece, KI Duan… - Annals of the …, 2023 - atsjournals.org
Rationale: Many advocate the application of propensity-matching methods to real-world data
to answer key questions around obstructive sleep apnea (OSA) management. One such …
to answer key questions around obstructive sleep apnea (OSA) management. One such …
Gout and the risk of incident obstructive sleep apnea in adults 65 years or older: an observational study
JA Singh, JD Cleveland - Journal of Clinical Sleep Medicine, 2018 - jcsm.aasm.org
Study Objectives: To assess whether gout is associated with a higher risk of obstructive
sleep apnea (OSA) in older adults. Methods: We used the 5% United States Medicare …
sleep apnea (OSA) in older adults. Methods: We used the 5% United States Medicare …