Advancing Healthcare of Vulnerable Populations Through AI and Wearable Devices

Overview

Explore AI and wearable tech advancements in healthcare for vulnerable populations, focusing on neonatal pain assessment and sickle cell disease progression prediction.

Syllabus

• Course Introduction
Overview of Course Objectives
Understanding Vulnerable Populations in Healthcare
• Fundamentals of AI in Healthcare
Basics of AI and Machine Learning
Current AI Applications in Healthcare
• Wearable Devices in Healthcare
Introduction to Wearable Technologies
Data Collection and Interpretation from Wearables
• Neonatal Pain Assessment through AI
Importance of Pain Assessment in Neonates
AI Techniques for Pain Detection
Case Studies and Recent Research
• Sickle Cell Disease Progression Prediction
Overview of Sickle Cell Disease
AI Models for Disease Progression Prediction
Success Stories and Challenges
• Ethical and Privacy Considerations
Data Privacy in AI-Driven Healthcare
Ethical Implications of AI and Wearable Tech
• Designing AI Solutions for Vulnerable Populations
Needs Assessment and Targeted Interventions
Customizing AI Models for Specific Patient Groups
• Implementing AI and Wearables in Healthcare Settings
Integrating Technology into Healthcare Workflows
Training Healthcare Professionals
• Future Directions in AI-Powered Healthcare
Emerging Technologies and Trends
Long-Term Impact on Vulnerable Populations
• Course Wrap-Up and Student Presentations
Summarizing Key Learnings
Presentation of Student Projects
• Recommended Readings and Resources
Key Texts and Articles in AI and Wearable Tech for Healthcare

Subjects

Conference Talks