Marzyeh Ghassemi
Research
Papers
People
Teaching
ML+Health Seminar 2023
Haoran Zhang
Latest
Test-Time Debiasing of Vision-Language Embeddings
The limits of fair medical imaging AI in real-world generalization
Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation
Algorithmic Fairness in Chest X-ray Diagnosis: A Case Study
Change is Hard: A Closer Look at Subpopulation Shift
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations
Improving the Fairness of Chest X-ray Classifiers
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations
An empirical framework for domain generalization in clinical settings
Learning Optimal Predictive Checklists
Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare
Hurtful words: quantifying biases in clinical contextual word embeddings
Self-supervised contrastive learning of protein representations by mutual information maximization
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