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
Resource Information
The item Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.This item is available to borrow from 1 library branch.
Resource Information
The item Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.
This item is available to borrow from 1 library branch.
- 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
- Language
- eng
- Extent
- 1 online resource (389 pages)
- 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
- Isbn
- 9781484238004
- 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
- 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
- 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
- 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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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/Machine-Learning-and-AI-for-Healthcare--Big-Data/zP3SwU5bvhU/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/Machine-Learning-and-AI-for-Healthcare--Big-Data/zP3SwU5bvhU/">Machine Learning and AI for Healthcare : Big Data for Improved Health Outcomes, Arjun Panesar</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">Sydney Jones Library, University of Liverpool</a></span></span></span></span></div>
