Search Results for author: Wesley Price

Found 2 papers, 2 papers with code

Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding

1 code implementation12 Nov 2021 Kyunghoon Hur, Jiyoung Lee, JungWoo Oh, Wesley Price, Young-Hak Kim, Edward Choi

EHR systems lack a unified code system forrepresenting medical concepts, which acts asa barrier for the deployment of deep learningmodels in large scale to multiple clinics and hos-pitals.

Representation Learning

Unifying Heterogeneous Electronic Health Records Systems via Text-Based Code Embedding

1 code implementation8 Aug 2021 Kyunghoon Hur, Jiyoung Lee, JungWoo Oh, Wesley Price, Young-Hak Kim, Edward Choi

To overcome this problem, we introduce Description-based Embedding, DescEmb, a code-agnostic description-based representation learning framework for predictive modeling on EHR.

Representation Learning Transfer Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.