| Joint imaging platform for federated clinical data analytics J Scherer, M Nolden, J Kleesiek, J Metzger, K Kades, V Schneider, ... JCO clinical cancer informatics 4, 1027-1038, 2020 | 54 | 2020 |
| Deep learning–based assessment of oncologic outcomes from natural language processing of structured radiology reports MA Fink, K Kades, A Bischoff, M Moll, M Schnell, M Küchler, G Köhler, ... Radiology: Artificial Intelligence 4 (5), e220055, 2022 | 29 | 2022 |
| Adapting bidirectional encoder representations from transformers (BERT) to assess clinical semantic textual similarity: algorithm development and validation study K Kades, J Sellner, G Koehler, PM Full, TYE Lai, J Kleesiek, ... JMIR medical informatics 9 (2), e22795, 2021 | 22 | 2021 |
| Fine-tuning BERT models for summarizing German radiology findings S Liang, K Kades, M Fink, P Full, T Weber, J Kleesiek, M Strube, ... Proceedings of the 4th Clinical Natural Language Processing Workshop, 30-40, 2022 | 9 | 2022 |
| Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke G Brugnara, M Baumgartner, ED Scholze, K Deike-Hofmann, K Kades, ... Nature Communications 14 (1), 4938, 2023 | 5 | 2023 |
| AI-supported comprehensive detection and quantification of biomarkers of subclinical widespread diseases at chest CT for preventive medicine V Palm, T Norajitra, O von Stackelberg, CP Heussel, S Skornitzke, ... Healthcare 10 (11), 2166, 2022 | 3 | 2022 |
| Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana K Kades, J Scherer, M Zenk, M Kempf, K Maier-Hein International Workshop on Distributed, Collaborative, and Federated Learning …, 2022 | 2 | 2022 |
| Efficient DICOM Image Tagging and Cohort Curation Within Kaapana K Kades, J Scherer, J Scholtyssek, T Penzkofer, M Nolden, K Maier-Hein Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on …, 2022 | 2 | 2022 |
| Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications S Denner, J Scherer, K Kades, D Bounias, P Schader, L Kausch, ... MICCAI Workshop on Data Engineering in Medical Imaging, 46-55, 2023 | 1 | 2023 |
| DICOM Whole Slide Imaging for Computational Pathology Research in Kaapana and the Joint Imaging Platform M Fischer, P Schader, R Braren, M Götz, A Muckenhuber, W Weichert, ... Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on …, 2022 | 1 | 2022 |
| Current Challenges in the Application of Algorithms in Multi-institutional Clinical Settings K Kades | | 2023 |
| Evaluation eines auf strukturierten Befunden trainierten Deep Learning-Algorithmus zur Klassifikation des Tumoransprechens in onkologischen Freitextbefunden M Fink, K Kades, A Bischoff, M Moll, PC Heußel, UH Kauczor, ... RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2022 | | 2022 |
| Joint Imaging Platform for Federated Clinical Data Analytics J Scherer, M Nolden, J Kleesiek, J Metzger, K Kades, V Schneider, H Gao, ... Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | | 2021 |
| Die Joint Imaging Platform (JIP) des Deutschen Konsortiums für Translationale Krebsforschung (DKTK) J Scherer, J Kleesiek, M Nolden, K Kades, V Schneider, J Metzger, ... RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2020 | | 2020 |
| Erlangung der Doktorwürde K Kades | | |
