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Automated identification of uncertain cases in deep learning-based classification of dopamine transporter SPECT to improve clinical utility and acceptance

2023 . Budenkotte, Thomas | Apostolova, Ivayla | Opfer, Roland | Krüger, Julia | Klutmann, Susanne | Buchert, Ralph

Support Vector Machine-based Spontaneous Intracranial Hypotension Detection on Brain MRI

2021 . Arnold, Philipp | Kaya, Emre | Reisert, Marco | Lützen, Niklas | Dovi-Akué, Philippe | Fung, Christian | Beck, Jürgen | Urbach, Horst

Explainable AI to improve acceptance of convolutional neural networks for automatic classification of dopamine transporter SPECT in the diagnosis of clinically uncertain parkinsonian syndromes

2021 . Nazari, Mahmood | Kluge, Andreas | Apostolova, Ivayla | Klutmann, Susanne | Kimiaei, Sharok | Schroeder, Michael | Buchert, Ralph

Analysis of the paraspinal muscle morphology of the lumbar spine using a convolutional neural network (CNN)

2021 . Baur, David | Bieck, Richard | Berger, Johann | Neumann, Juliane | Henkelmann, Jeanette | Neumuth, Thomas | Heyde, Christoph-E. | Voelker, Anna

A convolutional neural network for fully automated blood SUV determination to facilitate SUR computation in oncological FDG-PET

2020 . Nikulin, Pavel | Hofheinz, Frank | Maus, Jens | Li, Yimin | Bütof, Rebecca | Lange, Catharina | Furth, Christian | Zschaeck, Sebastian | Kreissl, Michael C. | Kotzerke, Jörg | van den Hoff, Jörg