Search Results for author: David Schinz

Found 4 papers, 2 papers with code

Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes

no code implementations3 Apr 2024 Poulami Sinhamahapatra, Suprosanna Shit, Anjany Sekuboyina, Malek Husseini, David Schinz, Nicolas Lenhart, Joern Menze, Jan Kirschke, Karsten Roscher, Stephan Guennemann

In this work, we propose a novel interpretable-by-design method, ProtoVerse, to find relevant sub-parts of vertebral fractures (prototypes) that reliably explain the model's decision in a human-understandable way.

Medical Diagnosis

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