AI and Health Care Course | Spring 2022
Professional Masters Program | University of Washinton, Seattle
Lecture Dates
- Monday: 6 pm - 8 pm PST
- Wednesday 4 pm - 6 pm PST
Lectures go from June - August 2022 (last lecture is August 14th 2022)
Course Syllabus
- Introduction and Applications
- Classifiers and applications in Health Care
- Data Transformations and Decision Trees, Random Forests
- Wearables and its applications in Health Care
- Anomaly and Change Point Detection
- Auto Encoders and Deep Learning in Health Care
- Sleep monitoring
- Medical Imaging - Use cases and models
- AI methods for cancer diagnosis
- Digital scribing in Health Care - Applications and models
- Interpretable & Explainable models in Health Care
Course Assesments
- Conceptual Assignments
- Programming Assignments
- Final project (open ended)