[HTML][HTML] Review and perspective on sleep-disordered breathing research and translation to clinics

H Korkalainen, S Kainulainen, AS Islind… - Sleep Medicine …, 2024 - Elsevier
Sleep-disordered breathing, ranging from habitual snoring to severe obstructive sleep
apnea, is a prevalent public health issue. Despite rising interest in sleep and awareness of …

Big data analytics in medical engineering and healthcare: methods, advances and challenges

L Wang, CA Alexander - Journal of medical engineering & …, 2020 - Taylor & Francis
Big data analytics are gaining popularity in medical engineering and healthcare use cases.
Stakeholders are finding big data analytics reduce medical costs and personalise medical …

A systematic perspective on the applications of big data analytics in healthcare management

SS Kamble, A Gunasekaran, M Goswami… - International Journal of …, 2019 - Taylor & Francis
The exponential growth in the data collected in the form of electronic health records,
registries, or wearable sensors has bought a big data revolution in the health industry. A …

Artificial intelligence and sleep: Advancing sleep medicine

NF Watson, CR Fernandez - Sleep medicine reviews, 2021 - Elsevier
Artificial intelligence (AI) allows analysis of “big data” combining clinical, environmental and
laboratory based objective measures to allow a deeper understanding of sleep and sleep …

Translation of obstructive sleep apnea pathophysiology and phenotypes to personalized treatment: a narrative review

WT McNicholas, H Korkalainen - Frontiers in Neurology, 2023 - frontiersin.org
Obstructive Sleep Apnea (OSA) arises due to periodic blockage of the upper airway (UA)
during sleep, as negative pressure generated during inspiration overcomes the force …

Personalised medicine in sleep respiratory disorders: focus on obstructive sleep apnoea diagnosis and treatment

MR Bonsignore, MCS Giron, O Marrone… - European …, 2017 - Eur Respiratory Soc
In all fields of medicine, major efforts are currently dedicated to improve the clinical,
physiological and therapeutic understanding of disease, and obstructive sleep apnoea …

A systematic review of literature on automated sleep scoring

H Alsolai, S Qureshi, SMZ Iqbal, S Vanichayobon… - IEEE …, 2022 - ieeexplore.ieee.org
Sleep is a period of rest that is essential for functional learning ability, mental health, and
even the performance of normal activities. Insomnia, sleep apnea, and restless legs are all …

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 …

SleepOMICS: how big data can revolutionize sleep science

NL Bragazzi, O Guglielmi, S Garbarino - International journal of …, 2019 - mdpi.com
Sleep disorders have reached epidemic proportions worldwide, affecting the youth as well
as the elderly, crossing the entire lifespan in both developed and developing countries.“Real …

Big data, cybersecurity, and challenges in healthcare

L Wang, R Jones - 2019 SoutheastCon, 2019 - ieeexplore.ieee.org
Today, Big Data analytics is used in multiple areas. We introduce the characteristics of big
data, visualization tools of big data, chief prospects of utilizing big data in healthcare …