Skip to main content
Link
Search
Menu
Expand
Document
(external link)
BMI 702
Home
Syllabus
Calendar
Week 1 - Intro
M1 - Clinical AI
Clinical AI Part I
Clinical AI Part II
M2 - Trustworthy & Efficient AI
Trustworthy & Efficient AI Part I
Trustworthy & Efficient AI Part II
M3 - Graph Learning
Biomedical Graph Learning Part I
Biomedical Graph Learning Part II
M4 - Language Modeling
Medical Language Modeling Part I
Medical Language Modeling Part II
M5 - Biomedical Imaging
Biomedical Imaging Part I
Biomedical Imaging Part II
Week 12 - Ethical & Legal
M6 - Generative AI
Generative AI Part I
Generative AI Part II
Staff
Schedule
Canvas
Harvard DBMI
Zitnik Lab
M2 - Trustworthy & Efficient AI
Trustworthy & Efficient AI Part I
Week 4 - Trustworthy & Efficient AI Part I
Required Reading (Week 4 Pre-Class Quiz)
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
Explainable machine-learning predictions for the prevention of hypoxaemia during surgery
What-Why-How Paper Highlight
Optional Reading
AI Can Outperform Doctors. So Why Don’t Patients Trust It?
Towards trustable machine learning
From local explanations to global understanding with explainable AI for trees