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Titlebook: Data-Driven Approach for Bio-medical and Healthcare; Nilanjan Dey Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi

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書目名稱Data-Driven Approach for Bio-medical and Healthcare
編輯Nilanjan Dey
視頻videohttp://file.papertrans.cn/264/263287/263287.mp4
概述Presents current research advances in ML, AI, and data analytics for biomedical and healthcare applications.Deals with key challenges associated with biomedical data analysis.Serves as a reference for
叢書名稱Data-Intensive Research
圖書封面Titlebook: Data-Driven Approach for Bio-medical and Healthcare;  Nilanjan Dey Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi
描述The book presents current research?advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively..
出版日期Book 2023
關(guān)鍵詞Data-driven Healthcare; Medical Imaging; Internet of Medical Things; Predictive Model; Machine Learning;
版次1
doihttps://doi.org/10.1007/978-981-19-5184-8
isbn_softcover978-981-19-5186-2
isbn_ebook978-981-19-5184-8Series ISSN 2731-555X Series E-ISSN 2731-5568
issn_series 2731-555X
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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David Hawkridge,John Jaworski,Harry McMahonh care are underlined and discussed. People, policy, and technology aspects are also explained and deliberated. Moreover, how privacy is related to people and policy to ensure the success in data-driven healthcare practices is discussed in this chapter. Besides, people’s perceptions about privacy ar
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David Hawkridge,John Jaworski,Harry McMahoninformation about the COVID-19 in Pune region; the results of the same are presented in the paper. We also present the novel approach for the prediction of region-specific COVID-19 cases. We hope that our research work helps the locals to better understand the COVID-19 situation and motivate other r
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