Congratulations to Mara Graziani for receiving the best paper award for her work on “Regression Concept Vectors for Bidirectional Explanations in Histopathology” at MICCAI iMIMIC workshop, Granada, 2018.
Regression Concept Vectors help in evaluating the importance of concept measures such as morphological or texture features in the decisions of deep neural networks. Bidirectional relevance scores can be used to get insights and unpack the deep learning black box.