Explainable concept mappings of MRI: Revealing the mechanisms underlying deep learning-based brain disease classification

被引：0

作者：

Tinauer, Christian ^{[1
]}

Damulina, Anna ^{[1
]}

Sackl, Maximilian ^{[1
]}

Soellradl, Martin ^{[2
]}

Achtibat, Reduan ^{[3
]}

Dreyer, Maximilian ^{[1
]}

Pahde, Frederik ^{[3
]}

Lapuschkin, Sebastian ^{[3
]}

Schmidt, Reinhold ^{[1
]}

Ropele, Stefan ^{[1
]}

Samek, Wojciech ^{[3
,4
,5
]}

Langkammer, Christian ^{[1
]}

机构：

[1] Department of Neurology, Medical University of Graz, Graz,8036, Austria

[2] Department of Radiology and Radiological Sciences, Monash University, Victoria,3800, Australia

[3] Fraunhofer Heinrich Hertz Institute, Berlin,10587, Germany

[4] Technische Universität Berlin, Berlin,10623, Germany

[5] BIFOLD, Berlin Institute for the Foundations of Learning and Data, Berlin,10587, Germany

来源：

arXiv |

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摘要：

Backpropagation - Brain - Computer aided diagnosis - Convolutional neural networks - Image segmentation

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