國立虎尾科技大學 |

Intelligent Systems in Medicine and Health = The Role of AI /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Intelligent Systems in Medicine and Health/ edited by Trevor A. Cohen, Vimla L. Patel, Edward H. Shortliffe.
Reminder of title:	The Role of AI /
other author:	Cohen, Trevor A.
Description:	XXV, 598 p. 124 illus., 89 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Medical informatics. -
Online resource:	https://doi.org/10.1007/978-3-031-09108-7
ISBN:	9783031091087

Intelligent Systems in Medicine and Health = The Role of AI /
Intelligent Systems in Medicine and HealthThe Role of AI /[electronic resource] :edited by Trevor A. Cohen, Vimla L. Patel, Edward H. Shortliffe. - 1st ed. 2022. - XXV, 598 p. 124 illus., 89 illus. in color.online resource. - Cognitive Informatics in Biomedicine and Healthcare,2662-7299. - Cognitive Informatics in Biomedicine and Healthcare,.

Foreword -- Preface -- Section I: Introduction -- Introducing AI in Medicine -- AI in Medicine: A Historical Perspective -- Cognitive Informatics and AI in Medicine -- Data and Computation: A Contemporary Landscape -- Section II: Approaches -- Knowledge-Based Systems -- Clinical Cognition and AI in Medicine -- Machine Learning Systems -- Natural Language Processing -- Explainability in Medical AI -- Section III: Applications -- Integration of AI for Clinical Decision Support -- Predicting Clinical Outcomes -- Interpreting Medical Images -- Public Health Applications.

This textbook comprehensively covers the latest state-of-the-art methods and applications of artificial intelligence (AI) in medicine, placing these developments into a historical context. Factors that assist or hinder a particular technique to improve patient care from a cognitive informatics perspective are identified and relevant methods and clinical applications in areas including translational bioinformatics and precision medicine are discussed. This approach enables the reader to attain an accurate understanding of the strengths and limitations of these emerging technologies and how they relate to the approaches and systems that preceded them. With topics covered including knowledge-based systems, clinical cognition, machine learning and natural language processing, Intelligent Systems in Medicine and Health: The Role of AI details a range of the latest AI tools and technologies within medicine. Suggested additional readings and review questions reinforce the key points covered and ensure readers can further develop their knowledge. This makes it an indispensable resource for all those seeking up-to-date information on the topic of AI in medicine, and one that provides a sound basis for the development of graduate and undergraduate course materials.

ISBN: 9783031091087

Standard No.: 10.1007/978-3-031-09108-7doiSubjects--Topical Terms:

583858
Medical informatics.

LC Class. No.: R858-859.7

Dewey Class. No.: 610.285

Intelligent Systems in Medicine and Health = The Role of AI /
LDR:03336nam a22004215i 4500 001 1085316
003 DE-He213
005 20221109111709.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031091087 $9 978-3-031-09108-7
024 7 $a 10.1007/978-3-031-09108-7 $2 doi
035 $a 978-3-031-09108-7
050 4 $a R858-859.7
072 7 $a MBG $2 bicssc
072 7 $a UB $2 bicssc
072 7 $a MED000000 $2 bisacsh
072 7 $a UXT $2 thema
082 0 4 $a 610.285 $2 23
245 1 0 $a Intelligent Systems in Medicine and Health $h [electronic resource] : $b The Role of AI / $c edited by Trevor A. Cohen, Vimla L. Patel, Edward H. Shortliffe.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XXV, 598 p. 124 illus., 89 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 Cognitive Informatics in Biomedicine and Healthcare, $x 2662-7299
505 0 $a Foreword -- Preface -- Section I: Introduction -- Introducing AI in Medicine -- AI in Medicine: A Historical Perspective -- Cognitive Informatics and AI in Medicine -- Data and Computation: A Contemporary Landscape -- Section II: Approaches -- Knowledge-Based Systems -- Clinical Cognition and AI in Medicine -- Machine Learning Systems -- Natural Language Processing -- Explainability in Medical AI -- Section III: Applications -- Integration of AI for Clinical Decision Support -- Predicting Clinical Outcomes -- Interpreting Medical Images -- Public Health Applications.
520 $a This textbook comprehensively covers the latest state-of-the-art methods and applications of artificial intelligence (AI) in medicine, placing these developments into a historical context. Factors that assist or hinder a particular technique to improve patient care from a cognitive informatics perspective are identified and relevant methods and clinical applications in areas including translational bioinformatics and precision medicine are discussed. This approach enables the reader to attain an accurate understanding of the strengths and limitations of these emerging technologies and how they relate to the approaches and systems that preceded them. With topics covered including knowledge-based systems, clinical cognition, machine learning and natural language processing, Intelligent Systems in Medicine and Health: The Role of AI details a range of the latest AI tools and technologies within medicine. Suggested additional readings and review questions reinforce the key points covered and ensure readers can further develop their knowledge. This makes it an indispensable resource for all those seeking up-to-date information on the topic of AI in medicine, and one that provides a sound basis for the development of graduate and undergraduate course materials.
650 0 $a Medical informatics. $3 583858
650 0 $a Artificial intelligence. $3 559380
650 0 $a Public health. $3 560998
650 1 4 $a Health Informatics. $3 593963
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Public Health. $3 592982
700 1 $a Cohen, Trevor A. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1391756
700 1 $a Patel, Vimla L. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1022599
700 1 $a Shortliffe, Edward H. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1023309
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031091070
776 0 8 $i Printed edition: $z 9783031091094
776 0 8 $i Printed edition: $z 9783031091100
830 0 $a Cognitive Informatics in Biomedicine and Healthcare, $x 2662-7299 $3 1391757
856 4 0 $u https://doi.org/10.1007/978-3-031-09108-7
912 $a ZDB-2-SME
912 $a ZDB-2-SXM
950 $a Medicine (SpringerNature-11650)
950 $a Medicine (R0) (SpringerNature-43714)