Regression Concept Vectors for Bidirectional Explanations in Histopathology

9 Apr 2019Mara GrazianiVincent AndrearczykHenning Müller

Explanations for deep neural network predictions in terms of domain-related concepts can be valuable in medical applications, where justifications are important for confidence in the decision-making. In this work, we propose a methodology to exploit continuous concept measures as Regression Concept Vectors (RCVs) in the activation space of a layer... (read more)

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