TY - CHAP
T1 - Empowering Sleep Health
T2 - Unleashing the Potential of Artificial Intelligence and Data Science in Sleep Disorders
AU - Zan, Xin
AU - Liu, Feng
AU - Xian, Xiaochen
AU - Pardalos, Panos M.
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
PY - 2024
Y1 - 2024
N2 - Sleep health, a vital component of human well-being, is often overlooked in today’s fast-paced world, leading to a surge in the prevalence of sleep disorders that affect a large global population. Sleep disorders have emerged as a pressing health concern that not only causes significant adverse impacts on patients’ health and quality of life but also places a substantial economic burden on society. The advent of the fourth industrial revolution marks the onset of a new era in sleep health, characterized by the convergence of digital technologies and unprecedented access to data related to sleep disorders. Artificial Intelligence (AI) and Data Science (DS), two pillars of this technological revolution, are poised to unleash their transformative power in the multifaceted realm of sleep disorders. The synergy of AI and DS represents a transformative opportunity to not only unravel the complex tapestry of sleep disorders but also to illuminate the path toward more precise diagnosis, personalized treatment strategies, and a deeper understanding of sleep disorders, ultimately empowering sleep health. This chapter provides an extensive review of recent advancements in the applications and methodologies of AI and DS in sleep disorders from a multitude of perspectives.
AB - Sleep health, a vital component of human well-being, is often overlooked in today’s fast-paced world, leading to a surge in the prevalence of sleep disorders that affect a large global population. Sleep disorders have emerged as a pressing health concern that not only causes significant adverse impacts on patients’ health and quality of life but also places a substantial economic burden on society. The advent of the fourth industrial revolution marks the onset of a new era in sleep health, characterized by the convergence of digital technologies and unprecedented access to data related to sleep disorders. Artificial Intelligence (AI) and Data Science (DS), two pillars of this technological revolution, are poised to unleash their transformative power in the multifaceted realm of sleep disorders. The synergy of AI and DS represents a transformative opportunity to not only unravel the complex tapestry of sleep disorders but also to illuminate the path toward more precise diagnosis, personalized treatment strategies, and a deeper understanding of sleep disorders, ultimately empowering sleep health. This chapter provides an extensive review of recent advancements in the applications and methodologies of AI and DS in sleep disorders from a multitude of perspectives.
KW - Applications
KW - Artificial Intelligence (AI)
KW - Data Science (DS)
KW - Methodologies
KW - Sleep disorders
UR - http://www.scopus.com/inward/record.url?scp=85207882548&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85207882548&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-68263-6_1
DO - 10.1007/978-3-031-68263-6_1
M3 - Chapter
AN - SCOPUS:85207882548
T3 - Springer Optimization and Its Applications
SP - 1
EP - 44
BT - Springer Optimization and Its Applications
ER -