Sontag Lab

Deep Markov Models

clinicalml

Counterfactual Regression

clinicalml

A torch package for learning diagnosis models from temporal patient data.

clinicalml

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

clinicalml

clinicalml

Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)

clinicalml

Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data

clinicalml

Miscellaneous tools for clinical ML

clinicalml

Python package for machine learning for healthcare using a OMOP common data model

clinicalml

Platform enabling Rapid Annotation for Clinical Entity Recognition

clinicalml