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AI in Healthcare How Artificial Intelligence Is Changing IT Operations and Infrastructure Services.
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...
| Autor principal: | |
|---|---|
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Newark :
John Wiley & Sons, Incorporated,
2021.
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| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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
- 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
- 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
- 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