國立虎尾科技大學 |

Artificial Intelligence for Information Management: A Healthcare Perspective

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Artificial Intelligence for Information Management: A Healthcare Perspective/ edited by K. G. Srinivasa, Siddesh G. M., S. R. Mani Sekhar.
other author:	Sekhar, S. R. Mani.
Description:	XIV, 329 p. 134 illus., 93 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Health Informatics. -
Online resource:	https://doi.org/10.1007/978-981-16-0415-7
ISBN:	9789811604157

Artificial Intelligence for Information Management: A Healthcare Perspective
Artificial Intelligence for Information Management: A Healthcare Perspective[electronic resource] /edited by K. G. Srinivasa, Siddesh G. M., S. R. Mani Sekhar. - 1st ed. 2021. - XIV, 329 p. 134 illus., 93 illus. in color.online resource. - Studies in Big Data,882197-6511 ;. - Studies in Big Data,8.

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:

593963
Health Informatics.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Artificial Intelligence for Information Management: A Healthcare Perspective
LDR:02901nam a22004095i 4500 001 1054520
003 DE-He213
005 20210914011705.0
007 cr nn 008mamaa
008 220103s2021 si | s |||| 0|eng d
020 $a 9789811604157 $9 978-981-16-0415-7
024 7 $a 10.1007/978-981-16-0415-7 $2 doi
035 $a 978-981-16-0415-7
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Artificial Intelligence for Information Management: A Healthcare Perspective $h [electronic resource] / $c edited by K. G. Srinivasa, Siddesh G. M., S. R. Mani Sekhar.
250 $a 1st ed. 2021.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a XIV, 329 p. 134 illus., 93 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Big Data, $x 2197-6511 ; $v 88
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.
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.
650 2 4 $a Health Informatics. $3 593963
650 2 4 $a Big Data. $3 1017136
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Health informatics. $3 1064466
650 0 $a Big data. $3 981821
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computational intelligence. $3 568984
700 1 $a Sekhar, S. R. Mani. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1359595
700 1 $a G. M., Siddesh. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1203517
700 1 $a Srinivasa, K. G. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 897249
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811604140
776 0 8 $i Printed edition: $z 9789811604164
776 0 8 $i Printed edition: $z 9789811604171
830 0 $a Studies in Big Data, $x 2197-6503 ; $v 8 $3 1256918
856 4 0 $u https://doi.org/10.1007/978-981-16-0415-7
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)