AI in Healthcare How Artificial Intelligence Is Changing IT Operations and Infrastructure Services.

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Chapter 6 AIOps and Automation in Healthcare Operations -- Automation, Workflow, Process, and Intelligence Design -- Designing the Framework for Automation -- Understanding Automation -- Improved User Experience -- Designing Workflow and Process Engineering -- Quality Control and Assurance -- Founda...

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Detalles Bibliográficos
Autor principal: Shimonski, Robert
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : John Wiley & Sons, Incorporated, 2021.
Acceso en línea:Texto completo

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082 0 4 |a 610.28563  |q OCoLC  |2 23/eng/20230216 
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100 1 |a Shimonski, Robert. 
245 1 0 |a AI in Healthcare  |h [electronic resource] :  |b How Artificial Intelligence Is Changing IT Operations and Infrastructure Services. 
260 |a Newark :  |b John Wiley & Sons, Incorporated,  |c 2021. 
300 |a 1 online resource (291 p.) 
500 |a Description based upon print version of record. 
505 0 |a Cover -- Title Page -- Copyright -- About the Author -- About the Technical Editor -- Acknowledgments -- Contents at a Glance -- Contents -- Introduction -- What Does This Book Cover? -- Reader Support for This Book -- Chapter 1 Healthcare IT and the Growing Need for AI Operations -- A Brief History of AI and Healthcare -- The Coronavirus and COVID-19 -- Healthcare IT Expansion and Growth -- Data Overload -- Digital Transformation of Healthcare -- The Science of Healthcare Innovation -- Artificial Intelligence in Healthcare -- Healthcare IT Operations -- AIOps Platform Strategy 
505 8 |a Platform Types -- Customer Experience and AIOps -- AIOps Considerations and Goals -- Summary -- Chapter 2 AI Healthcare Operations (Clinical) -- Clinical Impact of AIOps -- Gaining a Competitive Edge with Intelligent Cloud, Data Analytics, and AI -- Design and Innovation -- AIOps for Healthcare Delivery -- AIOps for Service Performance -- Clinical AI, AIOps, and Future Platform Convergence -- Security and Privacy -- Why Security Is Paramount in AIOps -- HIPAA, PHI, and PII Protection -- Summary -- Chapter 3 AI Healthcare Operations (Operational Infrastructure) -- Getting Started with AIOps 
505 8 |a Strategy of AIOps Deployments -- Creating a Scope -- AIOps Platforms, Products, and Services Selection -- AIOps Product Selection: General Topics -- Product Review: AIOps Tool Splunk -- Product Review: AIOps Tool ServiceNow -- Product Review: AIOps Tool Dynatrace -- Workflow and Event Management Design -- Service Design with AIOps -- Day-to-Day Operational Management -- Summary -- Chapter 4 Project Planning for AIOps -- Project Planning Requirements -- Assigning a Project Manager -- Creating a Project Plan -- Building the Project Plan -- Planning a Healthcare System Project -- Deploying AIOps 
505 8 |a Deploying AIOps into the Environment -- Configuring AIOps in the Environment -- Summary -- Chapter 5 Using AI for Metrics, Performance, and Reporting -- System Performance Metrics -- Information Technology Metrics -- Using AI for Metrics, Performance, and Reporting -- Strategy and Goals for AI Deployment -- Benefits of Healthcare AIOps Service Performance Reporting -- Developing Usable AIOps Metrics -- Helpful Tools You Can Use -- Gathering Usable Metrics -- Using Dynatrace -- Using Splunk -- Using ServiceNow -- Clinical and IT Metrics and Collective Actions -- Usable Healthcare AIOps Dashboards 
520 |a Chapter 6 AIOps and Automation in Healthcare Operations -- Automation, Workflow, Process, and Intelligence Design -- Designing the Framework for Automation -- Understanding Automation -- Improved User Experience -- Designing Workflow and Process Engineering -- Quality Control and Assurance -- Foundational and Required Design Items -- Configuring and Using AIOps Automation -- Monitoring and Operating Event Management Services -- Creating and Realizing Automation, ML, and AI -- Automating Splunk and IT Service Analyzer -- Splunk IT Service Intelligence -- When Should You Use AI and ML? 
500 |a Summary. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
758 |i has work:  |a AI in healthcare (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGhhHF6CJjCX9H6g43JKJP  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Shimonski, Robert  |t AI in Healthcare  |d Newark : John Wiley & Sons, Incorporated,c2021  |z 9781119680017 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6438334  |z Texto completo 
938 |a ProQuest Ebook Central  |b EBLB  |n EBL6438334 
994 |a 92  |b IZTAP 

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