CSE 419A Introduction to AI for Health - Syllabus

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Topics

• AI for Health with Wearables
• AI for Public Health
• AI for Perioperative Care
• AI for Critical Care
• AI for Mental Health Care
• AI in Infectious Disease Care
• AI in Medical Imaging
• Predicting Physician Burnout
• Causal Machine Learning for Health
• Large Language Models for Health
• Health AI Security and Privacy

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Grading

• Projects 60%
• Proposal and presentation: 10%
• Demo 1: 5%
• Demo 2: 5%
• Final demo & report: 40%
• Critiques 35%
• Participation 5%

Note: Scores will be curved.

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Collaboration Policy

• All critiques should be completed indepdently. No collaboration is allowed.
• The project proposal, presentations, demos and report should be completed collaboratively by the project team.

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Office Hours and Contact Information

Please make appointments with the instructor or TAs by email.

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