InfEHR: Clinical phenotype resolution through deep geometric learning on electronic health records.

Abstract excerpt

Electronic health records contain multimodal data that can inform clinical decisions but are often unsuited for advanced machine learning analyses due to lack of labeled data. Here, we present InfEHR, a framework to automatically compute clinical likelihoods from whole electronic health records without requiring large volumes of labeled training data. InfEHR applies deep geometric learning through a procedure...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Acute Kidney Injury
• Share to Deep Learning