Search Results for author: William R. Jarnagin

Found 4 papers, 2 papers with code

EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, Featuring Prognostic Stratification Boosting

no code implementations26 Jan 2021 Hassan Muhammad, Chensu Xie, Carlie S. Sigel, Michael Doukas, Lindsay Alpert, William R. Jarnagin, Amber Simpson, Thomas J. Fuchs

EPIC-Survival bridges encoding and aggregation into an end-to-end survival modelling approach, while introducing stratification boosting to encourage the model to not only optimize ranking, but also to discriminate between risk groups.

Clustering Survival Analysis +1

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