Artificial Intelligence & Visual Computing based Methdods for
Diagnostic and Interventional Endoscopy & Surgery
Digital Pathology
Ambient Assisted Living (incl. Home-Care)
AI-driven Lesion and Object Detection and Tracking in Endoscopy (Esophagus, Bladder, Colon , Larynx, …)
Image based 3D-Reconstruction of natural orifices from endoscopic data
OR- Planning using Haptic-Visual Feedback
Digital Pathology (TRR& SFB 305, SFB 706)
CT- Based Non-destructive Testing and Image Segmentation of XXL CT Data
Current projects
No projects found.
Recent publications
2022
Dexl, J., Benz, M., Bruns, V., Kuritcyn, P., & Wittenberg, T. (2022). MitoDet: Simple and Robust Mitosis Detection. In Marc Aubreville, David Zimmerer, Mattias Heinrich (Eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 53-57). Strasbourg, FR: Springer Science and Business Media Deutschland GmbH.
Hackner, R., Walluscheck, S., Lehmann, E., Eixelberger, T., Bruns, V., & Wittenberg, T. (2021). A Geometric and Textural Model of the Colon as Ground Truth for Deep Learning-based 3D-reconstruction. In Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (Eds.), Informatik aktuell (pp. 298-303). Regensburg, DE: Springer Science and Business Media Deutschland GmbH.
Eixelberger, T., Parchent, J., Janka, R.M., Stamminger, M., Döllinger, M., & Wittenberg, T. (2020). Haptic Rendering of Soft-Tissue for Training Surgical Procedures at the Larynx. In In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (eds) (Eds.), Bildverarbeitung für die Medizin 2020, Informatik aktuell (pp. 342-347). Berlin, DE: Wiesbaden: Springer Vieweg,.
Research projects
Current projects
No projects found.
Recent publications
2022
2021
2020
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