國立高雄大學圖資館 |

Language: English

Back

Precision health and artificial intelligencewith privacy, ethics, bias, health equity, best practices, and case studies /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Precision health and artificial intelligenceby Arjun Panesar.
Reminder of title:	with privacy, ethics, bias, health equity, best practices, and case studies /
Author:	Panesar, Arjun.
Published:	Berkeley, CA :Apress :2023.
Description:	xix, 172 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligenceMedical applications.
Online resource:	https://doi.org/10.1007/978-1-4842-9162-7
ISBN:	9781484291627$q(electronic bk.)

Precision health and artificial intelligencewith privacy, ethics, bias, health equity, best practices, and case studies /
Panesar, Arjun.

Precision health and artificial intelligencewith privacy, ethics, bias, health equity, best practices, and case studies /[electronic resource] :by Arjun Panesar. - Berkeley, CA :Apress :2023. - xix, 172 p. :ill., digital ;24 cm.

Chapter 1: Introduction to Precision Health and Artificial Intelligence -- Chapter 2: Foundations of Precision Health -- Chapter 3: Data -- Chapter 4: Artificial Intelligence in Precision Health -- Chapter 5: Ethics and Regulatory -- Chapter 6: Case Studies: The Application of Artificial Intelligence in Precision Healthcare and Medicine.

This book provides a comprehensive explanation of precision (i.e., personalized) healthcare and explores how it can be advanced through artificial intelligence (AI) and other data-driven technologies. From improving the diagnosis, treatment, and monitoring of many medical conditions to the effective implementation of precise patient care, this book will help you understand datasets produced from digital health technologies and IoT and teach you how to employ analytical methods such as convolutional neural networks and deep learning to analyze that data. You'll also see how this data-driven approach can enhance and democratize value-based healthcare delivery. Additionally, you'll learn how the convergence of AI and precision health is revolutionizing healthcare, including some of the most difficult challenges facing precision medicine, such as ethics, bias, privacy and health equity. Precision Health and Artificial Intelligence provides the groundwork for clinicians, engineers, bioinformaticians, and healthcare enthusiasts to apply AI to healthcare. What You Will Learn Understand the components required to facilitate precision health and personalized care Apply and implement precision health systems Overcome the challenges of delivering precision healthcare at scale Reconcile ethical and moral implications of delivering precision healthcare Gain insight into the hurdles providers face while implementing precision healthcare.

ISBN: 9781484291627$q(electronic bk.)

Standard No.: 10.1007/978-1-4842-9162-7doiSubjects--Topical Terms:

237917
Artificial intelligence
--Medical applications.

LC Class. No.: R859.7.A78 / P36 2023

Dewey Class. No.: 610.28563

Precision health and artificial intelligencewith privacy, ethics, bias, health equity, best practices, and case studies /
LDR:02860nmm a2200325 a 4500 001 640639
003 DE-He213
005 20230125061415.0
006 m d
007 cr nn 008maaau
008 231025s2023 cau s 0 eng d
020 $a 9781484291627$q(electronic bk.)
020 $a 9781484291610$q(paper)
024 7 $a 10.1007/978-1-4842-9162-7 $2 doi
035 $a 978-1-4842-9162-7
040 $a GP $c GP
041 0 $a eng
050 4 $a R859.7.A78 $b P36 2023
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 P191 2023
100 1 $a Panesar, Arjun. $3 834030
245 1 0 $a Precision health and artificial intelligence $h [electronic resource] : $b with privacy, ethics, bias, health equity, best practices, and case studies / $c by Arjun Panesar.
260 $a Berkeley, CA : $b Apress : $b Imprint: Apress, $c 2023.
300 $a xix, 172 p. : $b ill., digital ; $c 24 cm.
505 0 $a Chapter 1: Introduction to Precision Health and Artificial Intelligence -- Chapter 2: Foundations of Precision Health -- Chapter 3: Data -- Chapter 4: Artificial Intelligence in Precision Health -- Chapter 5: Ethics and Regulatory -- Chapter 6: Case Studies: The Application of Artificial Intelligence in Precision Healthcare and Medicine.
520 $a This book provides a comprehensive explanation of precision (i.e., personalized) healthcare and explores how it can be advanced through artificial intelligence (AI) and other data-driven technologies. From improving the diagnosis, treatment, and monitoring of many medical conditions to the effective implementation of precise patient care, this book will help you understand datasets produced from digital health technologies and IoT and teach you how to employ analytical methods such as convolutional neural networks and deep learning to analyze that data. You'll also see how this data-driven approach can enhance and democratize value-based healthcare delivery. Additionally, you'll learn how the convergence of AI and precision health is revolutionizing healthcare, including some of the most difficult challenges facing precision medicine, such as ethics, bias, privacy and health equity. Precision Health and Artificial Intelligence provides the groundwork for clinicians, engineers, bioinformaticians, and healthcare enthusiasts to apply AI to healthcare. What You Will Learn Understand the components required to facilitate precision health and personalized care Apply and implement precision health systems Overcome the challenges of delivering precision healthcare at scale Reconcile ethical and moral implications of delivering precision healthcare Gain insight into the hurdles providers face while implementing precision healthcare.
650 0 $a Artificial intelligence $x Medical applications. $3 237917
650 0 $a Medical informatics. $3 196487
650 0 $a Artificial intelligence. $3 194058
650 0 $a Machine learning. $3 188639
650 2 4 $a Python. $3 763308
650 2 4 $a Health Care. $3 913433
650 2 4 $a Health Informatics. $3 274212
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-1-4842-9162-7
950 $a Professional and Applied Computing (SpringerNature-12059)