Detailed Course Outline
1) Introduction to AI in Healthcare
- Fundamentals of Artificial Intelligence
- AI in the Healthcare Ecosystem
- Ethical and Regulatory Framework
- Module 1:Quiz (5 MCQs)
2) Data Handling and AI Modelling
- Data Acquisition and Management
- Preprocessing Techniques for Medical Data
- Model Development and Validation
- QUIZ: MODULE 2
3) AI in Medical Imaging
- Introduction to Medical Imaging
- AI Techniques in Imaging
- Implementation and Future Trends
- Module 3 :Quiz 1 (5 MCQs)
4) AI in Diagnostics and Predictive Analytics
- AI-powered Diagnostic Systems
- Predictive Analytics in Healthcare
- Challenges and Solutions
- Quiz: Module 4
5) AI in Treatment Planning and Personalized Medicine
- Customized Treatment Solutions
- Machine Learning Models in Treatment
- Case Studies and Ethics
- Quiz: Module 5
6) AI in Patient Monitoring Care Management
- Wearable Technologies and IoT in Healthcare
- Remote Patient Monitoring Systems
- Impact on Healthcare Delivery
- Quiz: Module 6
7) AI in Health Insurance and Healthcare Management
- AI in Health Insurance
- Operational Efficiency in Healthcare
- Future of AI in Health Systems
- Quiz: Module 7
8) Advanced Topics and Future Directions in AI Healthcare
- Innovations in AI and Their Impact on Healthcare
- Interdisciplinary Approaches
- Preparing for the Future
- Quiz: Module 8
9) Optional Module AI Agents for Healthcare
- What Are AI Agents for Healthcare?
- Applications of AI Agents in Healthcare
- Aligned Examples