MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch

Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.

Improving the Fairness of Chest X-ray Classifiers

Causal data augmentation for pretraining debiasing