Opleiding: AI+ Healthcare Administrator™ eLearning

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.

Module 1: Fundamentals of AI for Healthcare Administrators

* 1.1 Understanding of AI
* 1.2 AI in Healthcare Operations
* 1.3 Case Study
* 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

* 2.1 Understanding Healthcare Data Types
* 2.2 Using Data for Decisions
* 2.3 Case Study 1: Apollo Hospital’s AI-Based Discharge Management System
* 2.4 Case Study 2: Cleveland Clinic’s AI Integration for Medical Billing Optimization
* 2.5 Hands-On: No-Code Exploration of a Hospital Analytics Dashboard Using Vizly.ai Module 3: AI in Operations Optimization

* 3.1 Streamlining Patient Flow and Resource Optimization
* 3.2 Inventory, Maintenance, and Procurement
* 3.3 Case Study 1: AI-Powered Emergency Interhospital Transfers
* 3.4 Case Study 2: AI for Inventory Waste Reduction in Hospital Supply Chains (Mayo Clinic, Cleveland Clinic & Rush University)
* 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

* 4.1 Foundations of NLP and Chatbots
* 4.2 Writing and Communication Tasks with Generative AI
* 4.3 Case Study: Alleviating Physician Burnout via Clinical Documentation Assistance
* 4.4 Hands-On: Meeting Summarization Assistant for Healthcare Admin Module 5: AI in Billing, Coding & Claims

* 5.1 AI in Medical Coding and Documentation
* 5.2 Claims Management and Fraud Detection
* 5.3 Hands-On: No-Code AI-Powered Medical Claims Denial Prediction Module 6: Ethics, Bias & Regulation in Admin AI

* 6.1 Identifying Bias in Administrative AI Tools
* 6.2 Legal & Compliance Considerations
* 6.3 Case Study: AI Triage Failure and Legal Exposure at North Bridge Hospital
* 6.4: Hands-On: Analyzing Hospital Admission Bias with Claude AI Module 7: Evaluating and Procuring AI Tools

* 7.1 Assessing AI Tools for Quality and Relevance
* 7.2 Implementation Planning and Procurement
* 7.3 Case Study 1: AI-Powered Cancer Detection at Tata Memorial Hospital
* 7.4 Case Study 2: AI-Powered Eye Screening by Forus Health and Microsoft
* 7.5 Hands-On: Healthcare Data Visualization with No-Code BI Tools Module 8: Telehealth, Virtual Care, and Cybersecurity in the Age of AI

* 8.1 Understanding Cyber Threats in AI-Driven Healthcare
* 8.2 Building a Secure AI-Operations Environment
* 8.3 Case Study 1: WannaCry Attack on NHS (2017)
* 8.4 Case Study 2: Universal Health Services Ransomware Attack (2020)
* 8.5 Hands-On: AI Cybersecurity Risk Dashboard Implementation Using Google Looker Studio Module 9: Becoming an AI Champion in Admin Settings

* 9.1 Introduction: Why This Module Matters Now
* 9.2 Leading Small-Scale AI Pilots
* 9.3 Identifying Pilot Opportunities in Departments
* 9.4 Stakeholder Alignment: IT, Compliance, Frontline Staff
* 9.5 Building Organizational Readiness
* 9.6 Step-by-Step Guide: No-Code AI for Medical Claim Denial Prediction Using Relevance AI Tools you will explore

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

Online proctored exam included, with one free retake.
Exam format: 50 questions, 70% passing, 90 minutes, online proctored exam

Access to all materials and exams is provided for 365 days after delivery.

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