AI+ Healthcare Administrator™

Transform Healthcare Management with Intelligent Administration
  • Operational Excellence: Learn how AI streamlines billing, scheduling, claims, and staff workflows to relieve administrative burden.
  • Resource Optimization: Master predictive analytics, demand forecasting, and data-driven decision-making for efficient hospital operations.
  • Compliance & Privacy: Understand regulatory frameworks, data security, and ethical standards essential for AI-powered administration.
  • Leadership Impact: Equip yourself to lead organizational change — from digital record-keeping to optimized patient flow and cost control.

Módulos

  • Module 1: Fundamentals of AI for Healthcare Administrators:
    1. 1.1 Understanding of AI
    2. 1.2 AI in Healthcare Operations
    3. 1.3 Case Study
    4. 1.4 Hands-On: No-Code AI-Based Chest X-ray Classification for COVID-19 and Lung Conditions Using Google Teachable Machine
  • Module 2: Data Literacy for Healthcare Admins:
    1. 2.1 Understanding Healthcare Data Types
    2. 2.2 Using Data for Decisions
    3. 2.3 Case Study 1: Apollo Hospital’s AI-Based Discharge Management System
    4. 2.4 Case Study 2: Cleveland Clinic’s AI Integration for Medical Billing Optimization
    5. 2.5 Hands-On: No-Code Exploration of a Hospital Analytics Dashboard Using Vizly.ai
  • Module 3: AI in Operations Optimization:
    1. 3.1 Streamlining Patient Flow and Resource Optimization
    2. 3.2 Inventory, Maintenance, and Procurement
    3. 3.3 Case Study 1: AI-Powered Emergency Interhospital Transfers
    4. 3.4 Case Study 2: AI for Inventory Waste Reduction in Hospital Supply Chains (Mayo Clinic, Cleveland Clinic & Rush University)
    5. 3.5 Hands-On: AI-Driven Hospital Operations Optimization: A No-Code Predictive Interface Using Julius AI
  • Module 4: NLP and Generative AI in Admin Work:
    1. 4.1 Foundations of NLP and Chatbots
    2. 4.2 Writing and Communication Tasks with Generative AI
    3. 4.3 Case Study: Alleviating Physician Burnout via Clinical Documentation Assistance
    4. 4.4 Hands-On: Meeting Summarization Assistant for Healthcare Admin
  • Module 5: AI in Billing, Coding & Claims:
    1. 5.1 AI in Medical Coding and Documentation
    2. 5.2 Claims Management and Fraud Detection
    3. 5.3 Hands-On: No-Code AI-Powered Medical Claims Denial Prediction
  • Module 6: Ethics, Bias & Regulation in Admin AI:
    1. 6.1 Identifying Bias in Administrative AI Tools
    2. 6.2 Legal & Compliance Considerations
    3. 6.3 Case Study: AI Triage Failure and Legal Exposure at North Bridge Hospital
    4. 6.4: Hands-On: Analyzing Hospital Admission Bias with Claude AI
  • Module 7: Evaluating and Procuring AI Tools:
    1. 7.1 Assessing AI Tools for Quality and Relevance
    2. 7.2 Implementation Planning and Procurement
    3. 7.3 Case Study 1: AI-Powered Cancer Detection at Tata Memorial Hospital
    4. 7.4 Case Study 2: AI-Powered Eye Screening by Forus Health and Microsoft
    5. 7.5 Hands-On: Healthcare Data Visualization with No-Code BI Tools
  • Module 8: Telehealth, Virtual Care, and Cybersecurity in the Age of AI:
    1. 8.1 Understanding Cyber Threats in AI-Driven Healthcare
    2. 8.2 Building a Secure AI-Operations Environment
    3. 8.3 Case Study 1: WannaCry Attack on NHS (2017)
    4. 8.4 Case Study 2: Universal Health Services Ransomware Attack (2020)
    5. 8.5 Hands-On: AI Cybersecurity Risk Dashboard Implementation Using Google Looker Studio
  • Module 9: Becoming an AI Champion in Admin Settings:
    1. 9.1 Introduction: Why This Module Matters Now
    2. 9.2 Leading Small-Scale AI Pilots
    3. 9.3 Identifying Pilot Opportunities in Departments
    4. 9.4 Stakeholder Alignment: IT, Compliance, Frontline Staff
    5. 9.5 Building Organizational Readiness
    6. 9.6 Step-by-Step Guide: No-Code AI for Medical Claim Denial Prediction Using Relevance AI

Herramientas de IA

  • TensorFlow
  • Keras
  • Apache Spark
  • Hadoop
  • Power BI
  • Python
  • Tableau
  • Matplotlib
  • SQL
  • Electronic Health Record (EHR) Management Tools
  • Healthcare Workflow Automation Platforms
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