Explainable AI on Machine Learning-assisted Diagnosis for Knee MRI Scans

As many suffer from knee injuries, it comes natural to automatize the diagnosis with deep learning methods. The data set consists of knee MRI sequences where three labels are used to describe their respective disease. Due to the ease to create adversarial examples and the lack of an interpretable model, it is sufficient to make predictions interpretable.



Heinrich Heine Universität

Datenbanken und Informationssysteme


Prof. Dr. Stefan Conrad

Universitätsstr. 1
40225 Düsseldorf
Gebäude: 25.12
Etage/Raum: 02.24
Tel.: +49 211 81-14088


Lisa Lorenz

Universitätsstr. 1
40225 Düsseldorf
Gebäude: 25.12
Etage/Raum: 02.22
Tel.: +49 211 81-11312
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