/HealthKnowledgeGraph

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

HealthKnowledgeGraph

This repository contains supplementary material accompanying publication of the paper:

Maya Rotmensch, Yoni Halpern, Abdulhakim Tlimat, Steven Horng, and David Sontag. Learning a Health Knowledge Graph from Electronic Medical Records. Nature Scientific Reports, 2017.

Specifically, you will find a comma-delimited file with the knowledge graph that we inferred using the noisy-or Bayesian network, as described in the paper.