Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data

1 code implementation • 13 Jul 2021 • Sebastian Pölsterl, Christina Aigner, Christian Wachinger

We propose Shapley Value Explanation of Heterogeneous Neural Networks (SVEHNN) for explaining the Alzheimer's diagnosis made by a DNN from the 3D point cloud of the neuroanatomy and tabular biomarkers.

Decision Making