Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification

by Moritz Böhle, Moritz Böhle, Fabian Eitel, Fabian Eitel, Martin Weygandt, Martin Weygandt, Kerstin Ritter, Kerstin Ritter
Published 2019-07-01

How Does Carbon Dioxide Permeate Cell Membranes?A discussion of concepts, results and methods.

by Volker eEndeward, Samer eAl-Samir, Fabian eItel, Gerolf eGros
Published 2014-01-01

Altered Coupling of Psychological Relaxation and Regional Volume of Brain Reward Areas in Multiple Sclerosis

by Katharina Wakonig, Fabian Eitel, Fabian Eitel, Kerstin Ritter, Kerstin Ritter, Stefan Hetzer, Tanja Schmitz-Hübsch, Tanja Schmitz-Hübsch, Judith Bellmann-Strobl, Judith Bellmann-Strobl, John-Dylan Haynes, John-Dylan Haynes, John-Dylan Haynes, Alexander U. Brandt, Alexander U. Brandt, Stefan M. Gold, Stefan M. Gold, Stefan M. Gold, Friedemann Paul, Friedemann Paul, Friedemann Paul, Martin Weygandt, Martin Weygandt
Published 2020-10-01

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation

by Fabian Eitel, Emily Soehler, Judith Bellmann-Strobl, Alexander U. Brandt, Klemens Ruprecht, René M. Giess, Joseph Kuchling, Susanna Asseyer, Martin Weygandt, John-Dylan Haynes, Michael Scheel, Friedemann Paul, Kerstin Ritter
Published 2019-01-01