Schedule

In the below schedule, blue PDF icons () represent required readings for the week. Highlighted cells indicate that a course deliverable is due on that date.

Lecture slides can be found linked below; lecture recordings can be found on Quercus.


Project Proposal Due
Paper Summary Assignment Due




















Project Final Report Due
Week 1: Introduction
09/14/2023 (Thursday)Lecture: Introduction and Course Details (Rahul Krishnan)




Week 2: Supervised Learning and Survival Analysis
09/21/2023 (Thursday)Lecture: Supervised Learning and Survival Analysis (Rahul Krishnan)


Week 3: In-person Project Planning
09/28/2023 (Thursday)Lecture: Project Planning Session (Rahul Krishnan & Sujay Nagaraj)
Week 4: Time-Series Modelling / Disease Progression
10/05/2023 (Thursday)Lecture: Time-Series Data in Healthcare (Rahul Krishnan)

10/05/2023 (Thursday)Guest Lecture: Representation Learning in Healthcare Time-Series (Sana Tonekaboni)
10/05/2023 (Thursday)
Week 5: Clinical NLP and LLMs
10/12/2023 (Thursday)Lecture: Clinical Natural Language Processing (Rahul Krishnan)

10/12/2023 (Thursday)Guest Lecture: Clinical Deployment (Sujay Nagaraj)
Week 6: Medical Imaging and Self-Supervised Learning
10/19/2023 (Thursday)Lecture: Medical Imaging (Rahul Krishnan)

10/19/2023 (Thursday)Guest Lecture: Medical Imaging (Richard Chen)
Week 7: Clinical Deployment
10/26/2023 (Thursday)Lecture: Clinical Deployment (Rahul Krishnan)

10/26/2023 (Thursday)Guest Lecture: Clinical LLMs (Monica Agrawal)
Week 8: Fairness
11/02/2023 (Thursday)Lecture: Fairness in ML4H (Rahul Krishnan)

11/02/2023 (Thursday)Guest Lecture: Fairness (Haoran Zhang)
11/02/2023 (Thursday)
Week 9: Reading Week (No Classes)
Week 10: Causality
11/16/2023 (Thursday)Lecture: RCTs (Rahul Krishnan)
Week 11: Student Presentations
11/23/2023 (Thursday)Student Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBD
Week 11: Student Presentations
11/23/2023 (Thursday)Student Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBD
Week 12: Student Presentations
11/30/2023 (Thursday)Student Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBDStudent Project Presentations: TBD
12/07/2023 (Thursday)