Search Results for author: Eric Poblenz

Found 3 papers, 1 papers with code

Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions

no code implementations21 Mar 2018 Li Yao, Jordan Prosky, Eric Poblenz, Ben Covington, Kevin Lyman

Diagnostic imaging often requires the simultaneous identification of a multitude of findings of varied size and appearance.

Medical Diagnosis

Learning to diagnose from scratch by exploiting dependencies among labels

10 code implementations ICLR 2018 Li Yao, Eric Poblenz, Dmitry Dagunts, Ben Covington, Devon Bernard, Kevin Lyman

The field of medical diagnostics contains a wealth of challenges which closely resemble classical machine learning problems; practical constraints, however, complicate the translation of these endpoints naively into classical architectures.

Multi-Label Classification Translation

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