ENGLISH

Handbook of AI and Data Sciences for Sleep Disorders

By Richard B. Berry; Panos M. Pardalos; Xiaochen Xian

Book information

Publisher
Springer
Year
2024
ISBN
9783031682629, 9783031682636
Language
english
Format
PDF
Filesize
13 MB (13288173 bytes)
Series
Springer optimization and its applications
Volume
216
Pages
312\312
Orientation
portrait
Paginated
yes
Scanned
no
Time added
2024-10-20 07:44:50

Description

The rise of lifestyle changes resulting from constant connectivity, irregular work schedules, heightened stress, and disruptive sleep patterns, have contributed to increasing insomnia rates. Exacerbated by the COVID-19 pandemic, sleep disorders are more prevalent than ever. This handbook offers a comprehensive exploration of the fusion of Artificial Intelligence (AI) and data science within the realm of sleep disorders, presenting innovative approaches to diagnosis, treatment, and personalized care. The interdisciplinary nature of this handbook fosters collaboration between experts from diverse fields, including computer science, engineering, neuroscience, medicine, public health, AI, data science, and sleep medicine. Each chapter delves into specific aspects of sleep disorder analysis, innovative methodologies, novel insights, and real-world applications that showcase the transformative potential of AI and data science in sleep medicine, from analyzing sleep patterns and predicting disorder risk factors to utilizing big data analytics for large-scale epidemiological studies. This handbook hopes to offer a comprehensive resource for researchers, clinicians, and policymakers striving to address the challenges in sleep medicine.

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