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Comparison of data fusion strategies for automated prostate lesion detection using mpMRI correlated with whole mount histology

2024 . Gunashekar, Deepa | Bielak, Lars | Oerther, Benedict | Benndorf, Matthias | Nedelcu, Andrea | Hickey, Samantha | Zamboglou, Constantinos | Grosu, Anca-Ligia | Bock, Michael

Accuracy of automated segmentation and volumetry of acute intracerebral hemorrhage following minimally invasive surgery using a patch-based convolutional neural network in a small dataset

2024 . Elsheikh, Samer | Elbaz, Ahmed | Rau, Alexander | Demerath, Theo | Fung, Christian | Kellner, Elias | Urbach, Horst | Reisert, Marco

Detection of hypoplastic left heart syndrome anatomy from cardiovascular magnetic resonance images using machine learning

2024 . Gabbert, Dominik Daniel | Petersen, Lennart | Burleigh, Abigail | Grazioli, Simona Boroni | Krupickova, Sylvia | Koch, Reinhard | Uebing, Anselm Sebastian | Santarossa, Monty | Voges, Inga

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

Prediction of multiple pH compartments by deep learning in magnetic resonance spectroscopy with hyperpolarized 13C-labelled zymonic acid

2022 . Fok, Wai-Yan Ryana | Grashei, Martin | Skinner, Jason G. | Menze, Bjoern H. | Schilling, Franz

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

Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: evaluation in Alzheimer’s disease

Deep learning for accurately recognizing common causes of shoulder pain on radiographs

2021 . , Nils | Niehues, Stefan M. | Gaudin, Robert A. | Keller, Sarah | Vahldiek, Janis L. | Adams, Lisa C. | Bressem, Keno K.

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

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