no code implementations • 28 Sep 2022 • Travis R. Goodwin, Dina Demner-Fushman
Clinical language processing has received a lot of attention in recent years, resulting in new models or methods for disease phenotyping, mortality prediction, and other tasks.
no code implementations • 16 Oct 2019 • Travis R. Goodwin, Dina Demner-Fushman
In this paper we present OSCAR (Ontology-based Semantic Composition Augmented Regularization), a method for injecting task-agnostic knowledge from an Ontology or knowledge graph into a neural network during pretraining.