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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.

Ansprechpartner:

Bereich:

Heinrich Heine Universität

Datenbanken und Informationssysteme

Lehrstuhlinhaber

Prof. Dr. Stefan Conrad


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

Sekretariat

Lisa Lorenz



Universitätsstr. 1
40225 Düsseldorf
Gebäude: 25.12
Etage/Raum: 02.22
Tel.: +49 211 81-11312
Verantwortlich für den Inhalt:  E-Mail senden Datenbanken & Informationssysteme