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Disease prediction using machine learning, deep learning and data analytics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Disease prediction using machine learning, deep learning and data analyticsedited by Geeta Rani, Vijaypal Singh Dhaka & Pradeep Kumar Tiwari.
其他作者:	Rani, Geeta.
出版者:	Singapore :Bentham Science Publishers,2024.
面頁冊數:	1 online resource (210 p.) :ill. (some col.)
標題:	Deep learning (Machine learning)
電子資源:	https://www.eurekaselect.com/ebook_volume/3676
ISBN:	9789815179125$q(electronic bk.)

Disease prediction using machine learning, deep learning and data analytics
Disease prediction using machine learning, deep learning and data analytics[electronic resource] /edited by Geeta Rani, Vijaypal Singh Dhaka & Pradeep Kumar Tiwari. - 1st ed. - Singapore :Bentham Science Publishers,2024. - 1 online resource (210 p.) :ill. (some col.)

Includes bibliographical references and index.

This book is a comprehensive review of technologies and data in healthcare services. It features a compilation of 10 chapters that inform readers about the recent research and developments in this field. Each chapter focuses on a specific aspect of healthcare services highlighting the potential impact of technology on enhancing practices and outcomes.The main features of the book include 1 referenced contributions from healthcare and data analytics experts 2 a broad range of topics that cover healthcare services and 3 demonstration of deep learning techniques for specific diseases. Key topics Federated learning in analysis of sensitive healthcare data while preserving privacy and security. Artificial intelligence for 3D bone image reconstruction. Detection of disease severity and creating personalized treatment plans using machine learning and software tools Case studies for disease detection methods for different disease and conditions including dementia asthma eye diseases Braincomputer interfaces Data mining for standardized electronic health records Data collection management and analysis in epidemiological research The book is a resource for learners and professionals in healthcare service training programs and health administration departments.

ISBN: 9789815179125$q(electronic bk.)Subjects--Topical Terms:

913129
Deep learning (Machine learning)

LC Class. No.: R858

Dewey Class. No.: 610.285

Disease prediction using machine learning, deep learning and data analytics
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245 0 0 $a Disease prediction using machine learning, deep learning and data analytics $h [electronic resource] / $c edited by Geeta Rani, Vijaypal Singh Dhaka & Pradeep Kumar Tiwari.
250 $a 1st ed.
260 $a Singapore : $b Bentham Science Publishers, $c 2024.
300 $a 1 online resource (210 p.) : $b ill. (some col.)
504 $a Includes bibliographical references and index.
520 $a This book is a comprehensive review of technologies and data in healthcare services. It features a compilation of 10 chapters that inform readers about the recent research and developments in this field. Each chapter focuses on a specific aspect of healthcare services highlighting the potential impact of technology on enhancing practices and outcomes.The main features of the book include 1 referenced contributions from healthcare and data analytics experts 2 a broad range of topics that cover healthcare services and 3 demonstration of deep learning techniques for specific diseases. Key topics Federated learning in analysis of sensitive healthcare data while preserving privacy and security. Artificial intelligence for 3D bone image reconstruction. Detection of disease severity and creating personalized treatment plans using machine learning and software tools Case studies for disease detection methods for different disease and conditions including dementia asthma eye diseases Braincomputer interfaces Data mining for standardized electronic health records Data collection management and analysis in epidemiological research The book is a resource for learners and professionals in healthcare service training programs and health administration departments.
588 $a Description based on print version record.
650 0 $a Deep learning (Machine learning) $3 913129
650 0 $a Machine learning. $3 188639
650 0 $a Medical care $x Data processing. $3 273757
700 1 $a Rani, Geeta. $3 995716
700 1 $a Dhaka, Vijaypal Singh. $3 995717
700 1 $a Tiwari, Pradeep Kumar. $3 995718
856 4 0 $u https://www.eurekaselect.com/ebook_volume/3676