國立虎尾科技大學 |

Artificial intelligence in healthcare industry

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Artificial intelligence in healthcare industry/ by Jyotismita Talukdar, Thipendra P. Singh, Basanta Barman.
作者:	Talukdar, Jyotismita.
其他作者:	Barman, Basanta.
出版者:	Singapore :Springer Nature Singapore : : 2023.,
面頁冊數:	ix, 202 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Database Management. -
電子資源:	https://doi.org/10.1007/978-981-99-3157-6
ISBN:	9789819931576

Artificial intelligence in healthcare industry
Talukdar, Jyotismita.

Artificial intelligence in healthcare industry[electronic resource] /by Jyotismita Talukdar, Thipendra P. Singh, Basanta Barman. - Singapore :Springer Nature Singapore :2023. - ix, 202 p. :ill. (some col.), digital ;24 cm. - Advanced technologies and societal change,2191-6861. - Advanced technologies and societal change..

Introduction to Human and Artificial Intelligence -- Knowledge Representation and Reasoning -- Methods of Machine Learning -- Supervised learning -- Unsupervised Learning -- Time-series analysis -- Artificial Intelligence in Healthcare -- Rule based expert systems -- Robotic Process Automation: A path to Intelligent Healthcare -- Tools and Technologies for implementing AI approaches in healthcare -- Learning Evaluation for Intelligence -- Ethics of Intelligence.

This book presents a systematic evolution of artificial intelligence (AI), its applications, challenges and solutions in the field of healthcare. The book mainly covers the foundations and various methods of learning in artificial intelligence with its application in healthcare industry. This book provides a comprehensive introduction to data analysis using AI as a tool in the generation, normalization and analysis of healthcare data in association with several evaluation techniques and accuracy measurements. The book is divided into three major sections describing the basic foundations of AI and its associated algorithms, history of artificial intelligence in healthcare, recent developments and several modeling techniques for the same. The last section of the book provides insights into several implementations and methods of evaluation and accuracy prediction for healthcare analysis in AI. Extensive use of data for analysis and prediction using several technologies has transformed the lives of normal people indirectly effecting our process to communicate, learn, work and socialize within the society. Thus, the book also provides an insight into the ethics of AI that is very vital in the process of implementation and evaluation of healthcare data. The book provides an organized analysis to a considerable part of data in a digitized society. In view of this, it covers the theory, methodology, perfection and verification of empirical work for health-related data processing. Particular attention is devoted to in-depth experiments and applications.

ISBN: 9789819931576

Standard No.: 10.1007/978-981-99-3157-6doiSubjects--Topical Terms:

669820
Database Management.

LC Class. No.: R859.7.A78

Dewey Class. No.: 610.28563

Artificial intelligence in healthcare industry
LDR:03125nam a2200337 a 4500 001 1105703
003 DE-He213
005 20230701085050.0
006 m d
007 cr nn 008maaau
008 231013s2023 si s 0 eng d
020 $a 9789819931576 $q (electronic bk.)
020 $a 9789819931569 $q (paper)
024 7 $a 10.1007/978-981-99-3157-6 $2 doi
035 $a 978-981-99-3157-6
040 $a GP $c GP
041 0 $a eng
050 4 $a R859.7.A78
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 610.28563 $2 23
090 $a R859.7.A78 $b T152 2023
100 1 $a Talukdar, Jyotismita. $3 1414840
245 1 0 $a Artificial intelligence in healthcare industry $h [electronic resource] / $c by Jyotismita Talukdar, Thipendra P. Singh, Basanta Barman.
260 $a Singapore : $c 2023. $b Springer Nature Singapore : $b Imprint: Springer,
300 $a ix, 202 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Advanced technologies and societal change, $x 2191-6861
505 0 $a Introduction to Human and Artificial Intelligence -- Knowledge Representation and Reasoning -- Methods of Machine Learning -- Supervised learning -- Unsupervised Learning -- Time-series analysis -- Artificial Intelligence in Healthcare -- Rule based expert systems -- Robotic Process Automation: A path to Intelligent Healthcare -- Tools and Technologies for implementing AI approaches in healthcare -- Learning Evaluation for Intelligence -- Ethics of Intelligence.
520 $a This book presents a systematic evolution of artificial intelligence (AI), its applications, challenges and solutions in the field of healthcare. The book mainly covers the foundations and various methods of learning in artificial intelligence with its application in healthcare industry. This book provides a comprehensive introduction to data analysis using AI as a tool in the generation, normalization and analysis of healthcare data in association with several evaluation techniques and accuracy measurements. The book is divided into three major sections describing the basic foundations of AI and its associated algorithms, history of artificial intelligence in healthcare, recent developments and several modeling techniques for the same. The last section of the book provides insights into several implementations and methods of evaluation and accuracy prediction for healthcare analysis in AI. Extensive use of data for analysis and prediction using several technologies has transformed the lives of normal people indirectly effecting our process to communicate, learn, work and socialize within the society. Thus, the book also provides an insight into the ethics of AI that is very vital in the process of implementation and evaluation of healthcare data. The book provides an organized analysis to a considerable part of data in a digitized society. In view of this, it covers the theory, methodology, perfection and verification of empirical work for health-related data processing. Particular attention is devoted to in-depth experiments and applications.
650 2 4 $a Database Management. $3 669820
650 2 4 $a Internet of Things. $3 1048478
650 2 4 $a Computational Intelligence. $3 768837
650 2 4 $a Health Care. $3 1365997
650 1 4 $a Artificial Intelligence. $3 646849
650 0 $a Artificial intelligence $x Medical applications. $3 600038
700 1 $a Barman, Basanta. $3 1414842
700 1 $a Singh, Thipendra P. $3 1414841
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Advanced technologies and societal change. $3 891386
856 4 0 $u https://doi.org/10.1007/978-981-99-3157-6
950 $a Computer Science (SpringerNature-11645)