| 書(shū)目名稱(chēng) | Handbook of AI and Data Sciences for Sleep Disorders | | 編輯 | Richard B. Berry,Panos M. Pardalos,Xiaochen Xian | | 視頻video | http://file.papertrans.cn/432/431006/431006.mp4 | | 概述 | First book to summarize AI and data science techniques in the application of sleep disorders.Contains fundamental knowledge and state-of-the-art methodologies.Interdisciplinary content appeals to an e | | 叢書(shū)名稱(chēng) | Springer Optimization and Its Applications | | 圖書(shū)封面 |  | | 描述 | .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 stri | | 出版日期 | Book 2024 | | 關(guān)鍵詞 | optimization techniques sleep disorder detection; sleep disorders; sleep disorder analytics; machine le | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-68263-6 | | isbn_softcover | 978-3-031-68265-0 | | isbn_ebook | 978-3-031-68263-6Series ISSN 1931-6828 Series E-ISSN 1931-6836 | | issn_series | 1931-6828 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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