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Dopaminergic PET to SPECT domain adaptation: a cycle GAN translation approach

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

Deep learning-accelerated image reconstruction in back pain-MRI imaging: reduction of acquisition time and improvement of image quality

2024 . Estler, Arne | Hauser, Till-Karsten | Brunnée, Merle | Zerweck, Leonie | Richter, Vivien | Knoppik, Jessica | Örgel, Anja | Bürkle, Eva | Adib, Sasan Darius | Hengel, Holger | Nikolaou, Konstantin | Ernemann, Ulrike | Gohla, Georg

EndoViT: pretraining vision transformers on a large collection of endoscopic images

2024 . Batić, Dominik | Holm, Felix | Özsoy, Ege | Czempiel, Tobias | Navab, Nassir

Reconstruction of 3D knee MRI using deep learning and compressed sensing: a validation study on healthy volunteers

2024 . Dratsch, Thomas | Zäske, Charlotte | Siedek, Florian | Rauen, Philip | Hokamp, Nils Große | Sonnabend, Kristina | Maintz, David | Bratke, Grischa | Iuga, Andra

Shape completion in the dark: completing vertebrae morphology from 3D ultrasound

2024 . Gafencu, Miruna-Alexandra | Velikova, Yordanka | Saleh, Mahdi | Ungi, Tamas | Navab, Nassir | Wendler, Thomas | Azampour, Mohammad Farid

Automated condylar seating assessment using a deep learning-based three-step approach

2024 . Berends, Bo | Vinayahalingam, Shankeeth | Baan, Frank | Flügge, Tabea | Maal, Thomas | Bergé, Stefaan | de Jong, Guide | Xi, Tong

XRelevanceCAM: towards explainable tissue characterization with improved localisation of pathological structures in probe-based confocal laser endomicroscopy

2024 . You, Jianzhong | Ajlouni, Serine | Kakaletri, Irini | Charalampaki, Patra | Giannarou, Stamatia

Prediction of the acceptance of telemedicine among rheumatic patients: a machine learning-powered secondary analysis of German survey data

2024 . Muehlensiepen, Felix | Petit, Pascal | Knitza, Johannes | Welcker, Martin | VUILLERME, Nicolas

Prostate cancer risk assessment and avoidance of prostate biopsies using fully automatic deep learning in prostate MRI: comparison to PI-RADS and integration with clinical data in nomograms

2024 . Schrader, Adrian | Netzer, Nils | Hielscher, Thomas | Görtz, Magdalena | Zhang, Kevin Sun | Schütz, Viktoria | Stenzinger, Albrecht | Hohenfellner, Markus | Schlemmer, Heinz-Peter | bonekamp, david

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