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The Resource Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar

Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar

Label
Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes
Title
Machine Learning and AI for Healthcare
Title remainder
Big Data for Improved Health Outcomes
Statement of responsibility
Arjun Panesar
Creator
Author
Subject
Language
eng
Summary
Explore the theory and practical applications of artificial intelligence (AI) and machine learning in healthcare. This book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare and big data challenges. You?ll discover the ethical implications of healthcare data analytics and the future of AI in population and patient health optimization. You?ll also create a machine learning model, evaluate performance and operationalize its outcomes within your organization. Machine Learning and AI for Healthcare provides techniques on how to apply machine learning within your organization and evaluate the efficacy, suitability, and efficiency of AI applications. These are illustrated through leading case studies, including how chronic disease is being redefined through patient-led data learning and the Internet of Things
Cataloging source
EBLCP
http://library.link/vocab/creatorName
Panesar, Arjun
Dewey number
610.285/63
Index
index present
LC call number
R859.7.A78
LC item number
P36 2019
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Machine learning
  • Artificial Intelligence
  • Delivery of Health Care
  • Machine Learning
  • Big Data
Label
Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Chapter 1: What is Artificial Intelligence -- Chapter 2: Data -- Chapter 3: What is Machine learning? -- Chapter 4: Machine learning in healthcare -- Chapter 5: Evaluating learning for intelligence -- Chapter 6: Ethics of intelligence -- Chapter 7: The future of healthcare -- Chapter 8: Case studies
Dimensions
unknown
Extent
1 online resource (389 pages)
File format
unknown
Form of item
online
Isbn
9781484238004
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/978-1-4842-3799-1
  • 10.1007/978-1-4842-3
http://library.link/vocab/ext/overdrive/overdriveId
com.springer.onix.9781484237991
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1086115534
  • (OCoLC)1086115534
Label
Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Chapter 1: What is Artificial Intelligence -- Chapter 2: Data -- Chapter 3: What is Machine learning? -- Chapter 4: Machine learning in healthcare -- Chapter 5: Evaluating learning for intelligence -- Chapter 6: Ethics of intelligence -- Chapter 7: The future of healthcare -- Chapter 8: Case studies
Dimensions
unknown
Extent
1 online resource (389 pages)
File format
unknown
Form of item
online
Isbn
9781484238004
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/978-1-4842-3799-1
  • 10.1007/978-1-4842-3
http://library.link/vocab/ext/overdrive/overdriveId
com.springer.onix.9781484237991
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1086115534
  • (OCoLC)1086115534

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