Interpretable Sub-phenotype Identification in Acute Kidney Injury.

Abstract excerpt

Acute kidney injury (AKI) is a life-threatening and heterogeneous syndrome. Timely and etiology-based personalized treatment is crucial. AKI sub-phenotyping can lead to better understanding of the pathophysiology of AKI and help developing more targeted intervention. Current dimensionality reduction and similarity-based clustering for AKI sub-phenotyping suffer from limited interpretability and specificity. To...

Topics

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

• Share to Acute Kidney Injury
• Share to Phenotype