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Artificial intelligence for informat...

Srinivasa, K. G.

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Artificial intelligence for information management = a healthcare perspective /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Artificial intelligence for information management/ edited by K. G. Srinivasa, Siddesh G. M., S. R. Mani Sekhar.
其他題名:	a healthcare perspective /
其他作者:	Srinivasa, K. G.
出版者:	Singapore :Springer Singapore : : 2021.,
面頁冊數:	xiv, 329 p. :ill. (some col.), digital ;24 cm.
內容註:	Introduction to Healthcare Information Management and Machine Learning -- Introduction to Artificial Intelligence -- Healthcare Data Analytics using Artificial Intelligence -- Data Collection and Processing in Healthcare -- Social Media Analytics for Healthcare -- Security and Privacy Issues in Healthcare -- Healthcare Data Visualization -- Management of Dementia Through Self Help and Assistive Technologies -- Classification and Prediction of Leukemia Using Gene Expression Profile -- Artificial Intelligence in Medicine: Diabetes as a Model -- Estimation of Basic Reproduction Number and Herd Immunity for COVID-19 in India -- Smart Healthcare: Using IoT and Machine Learning based Analytics.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Medical applications. -
電子資源:	https://doi.org/10.1007/978-981-16-0415-7
ISBN:	9789811604157

Artificial intelligence for information management = a healthcare perspective /
Artificial intelligence for information managementa healthcare perspective /[electronic resource] :edited by K. G. Srinivasa, Siddesh G. M., S. R. Mani Sekhar. - Singapore :Springer Singapore :2021. - xiv, 329 p. :ill. (some col.), digital ;24 cm. - Studies in big data,v.882197-6503 ;. - Studies in big data ;v.88..

Introduction to Healthcare Information Management and Machine Learning -- Introduction to Artificial Intelligence -- Healthcare Data Analytics using Artificial Intelligence -- Data Collection and Processing in Healthcare -- Social Media Analytics for Healthcare -- Security and Privacy Issues in Healthcare -- Healthcare Data Visualization -- Management of Dementia Through Self Help and Assistive Technologies -- Classification and Prediction of Leukemia Using Gene Expression Profile -- Artificial Intelligence in Medicine: Diabetes as a Model -- Estimation of Basic Reproduction Number and Herd Immunity for COVID-19 in India -- Smart Healthcare: Using IoT and Machine Learning based Analytics.

This book discusses the advancements in artificial intelligent techniques used in the well-being of human healthcare. It details the techniques used in collection, storage and analysis of data and their usage in different healthcare solutions. It also discusses the techniques of predictive analysis in early diagnosis of critical diseases. The edited book is divided into four parts - part A discusses introduction to artificial intelligence and machine learning in healthcare; part B highlights different analytical techniques used in healthcare; part C provides various security and privacy mechanisms used in healthcare; and finally, part D exemplifies different tools used in visualization and data analytics.

ISBN: 9789811604157

Standard No.: 10.1007/978-981-16-0415-7doiSubjects--Topical Terms:

900591
Artificial intelligence
--Medical applications.

LC Class. No.: R859.7.A78 / A78 2021

Dewey Class. No.: 610.28563

Artificial intelligence for information management = a healthcare perspective /
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