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🌱 來自: researcher

AI-First Healthcare

Chapter 1: Myths and Realities of AI

• AI Origins and Definition
• AI and Machine Learning
• AI Transitions
• AI-A General Purpose Technology
• AI Healthcare Myths
  • Myth: AI Will Cure Disease
  • Myth: AI Will Replace Doctors
  • Myth: AI Will Fix the “Healthcare Problem”
  • Myth: AI Will Decrease Healthcare Costs
• AI Myths
  • Myth: AI Is an Existential Threat
  • Myth: AI Is Just Machine Learning
  • Myth: AI Overpromises and Underdelivers
  • Myth: True Conversational AI Already Exists
  • Myth: AI as Overlord
• AI Technology Myths
  • Myth: AI Algorithms Are Biased
  • Myth: AI Sees, Hears, and Thinks
  • Myth: AI Diagnoses Diseases Better Than Doctors
  • Myth: AI Systems Learn from Data
  • Myth: AI Is a Black Box
  • Myth: AI Is Modeled After the Brain
• AI-First Healthcare

Chapter 2: Human-Centered AI

• Toward Human-Centered AI
• AI Centaur Health
• Human-Centered AI
• Intersection of AI and Humans
• AI and Human Sociocultural Values
• AI Understanding Humans
• Humans Understanding AI
• Human Ethics and AI
• Human-Centric Approach
• Making Human-Centered AI Work
• Summary

Chapter 3: Monitoring + AI = Rx for Personal Health

• Prescription (Rx) for Personal Health
• Three Realms Influencing Healthcare
• Ambient Computing and Healthcare
• Continuous Monitoring Using AI
• Continuous Monitoring
• Beeps, Chimes, Dings, and Dongs
• Health Continuum
• Application of IoT and AI to Medical Care
• IoT and AI
• Health Determinants and Big Data
• Summary

Chapter 4: Digital Transformation and AI

• Digital Transformation of Healthcare
• Path A: Creating Digital Operations and Processes
• Path B: Building New Capabilities
• Path C: Transforming Business Processes
• Paths to the Digital Transformation of Healthcare
• Digital Healthcare
• AI Applied to Digital Healthcare
• AI, Digitization, and Big Tech
• Preventive and Chronic Disease Management
• AI and Prevention
• AI and Chronic Disease
• AI and Mental Health
• AI and Telemedicine
• Medication Management and AI
• Medication Adherence
• Digital Medication
• AI and Digitization Applied to Administrative Tasks
• Summary

Chapter 5: An Uncomfortable Truth

• Healthcare Waste
• Healthcare Spend and AI
• Treatment Decisions and AI
• Administrative Costs
• Administrative Processes and Waste
• Job Security and AI
• Clinician Time
• Ambient Clinical Intelligence
• AI Use in Diagnostic Imaging and Analysis
• Summary

Chapter 6: Emerging Applications in Healthcare Using AI

• Improving Human Health
• Improving Human Lives
• Making Technology Work for Healthcare
• Ambient Intelligence
• From a Patient’s Perspective
• From a Doctor’s Perspective
• From a Hospital System’s Perspective
• From an Insurer’s Perspective
• Emerging Applications and Services
• Coordination of Care Platform
• Disease State Management Platform
• Human to Machine Experience Services
• Customer Journey Platform
• Clinician Decision Support Tools
• Ambient Intelligence Environments
• Digital Twin Platform
• Real-Time Healthcare
• Internet of Behaviors
• Summary

Chapter 7: AI at Scale for Healthcare Organizations

• Achieving AI at Scale
• Transforming Healthcare
• The Chasm
• Invisible Engines-Healthcare Platforms
• The Road to a Healthcare Platform
• Ecosystems
• Application Programming Interfaces (APIs)
• Summary