Artificial intelligence for information management : a healthcare perspective / K.G. Srinivasa, Siddesh G.M., S.R. Mani Sekhar, editors.

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...

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Bibliographic Details
Other Authors: Srinivasa, K. G. (Editor), G. M., Siddesh (Editor), Sekhar, S. R. Mani (Editor)
Format: eBook
Language:English
Published: Singapore : Springer, [2021]
Series:Studies in big data ; v. 88.
Subjects:
Online Access:Click for online access

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490 1 |a Studies in big data,  |x 2197-6503 ;  |v volume 88 
520 |a 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. 
505 0 |a 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. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed June 3, 2021). 
504 |a Includes bibliographical references. 
650 0 |a Artificial intelligence  |x Medical applications. 
650 0 |a Medical informatics. 
650 0 |a Big data. 
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650 7 |a Intel·ligència artificial en medicina.  |2 thub 
650 7 |a Processament de dades.  |2 thub 
655 7 |a Llibres electrònics.  |2 thub 
700 1 |a Srinivasa, K. G.,  |e editor. 
700 1 |a G. M., Siddesh,  |e editor. 
700 1 |a Sekhar, S. R. Mani,  |e editor. 
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