Research projects
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 Current projects
Recent publications Recent publications
2023
Alle, J., Gruber, R., Wörlein, N., Uhlmann, N., Claußen, J., Wittenberg, T., & Gerth, S. (2023). 3D segmentation of plant root systems using spatial pyramid pooling and locally adaptive field-of-view inference . Frontiers in Plant Science , 14 . https://dx.doi.org/10.3389/fpls.2023.1120189
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.
Eixelberger, T., Wolkenstein, G., Hackner, R., Bruns, V., Mühldorfer, S., Geissler, U.,... Wittenberg, T. (2022). YOLO networks for polyp detection: A human-in-the-loop training approach . Current Directions in Biomedical Engineering , 8 (2), 277-280. https://dx.doi.org/10.1515/cdbme-2022-1071
Kress, V., Wittenberg, T., Raithel, M., Bruns, V., Lehmann, E., Eixelberger, T., & Hackner, R. (2022). Automatic detection of foreign objects and contaminants in colonoscopic video data using deep learning . Current Directions in Biomedical Engineering , 8 (2), 321-324. https://dx.doi.org/10.1515/cdbme-2022-1082
Steger, J., Zimmermann, A., Wittenberg, T., Mela, P., & Wilhelm, D. (2022). Electromagnetic tool for the endoscopic creation of colon anastomoses-development and feasibility assessment of a novel anastomosis compression implant approach . International Journal of Computer Assisted Radiology and Surgery . https://dx.doi.org/10.1007/s11548-022-02722-z
Weigand, C., Flemming, D., Zweyer, G., Borutta, P., Hofmann, F., Wieland, G.,... Wittenberg, T. (2022). A concept and technical requirements for the Temi platform supporting care and nursing . Current Directions in Biomedical Engineering , 8 (2), 241-244. https://dx.doi.org/10.1515/cdbme-2022-1062
Wilm, F., Benz, M., Bruns, V., Baghdadlian, S., Dexl, J., Hartmann, D.,... Geppert, C.-I. (2022). Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification . Journal of Medical Imaging , 9 (2). https://dx.doi.org/10.1117/1.JMI.9.2.027501
Zöller, N., Franke, L., Claussen, J., Gerth, S., Rauh, C., Radlanski, R.J.,... Hufnagel, E. (2022). Evaluation of methods for 3D imaging and analysis of vascularisation in biopreparations . Current Directions in Biomedical Engineering , 8 (2), 61-64. https://dx.doi.org/10.1515/cdbme-2022-1017
2021
Goes, N., Kirst, S., Seßner, J., Steffan, J., Struck, M., Franke, J.,... Wittenberg, T. (2021). Evaluation of an algorithm for optical pulse detection in children for application to the Pepper robot . Current Directions in Biomedical Engineering , 7 (2), 484-487. https://dx.doi.org/10.1515/cdbme-2021-2123
Gruber, R., Gerth, S., Claußen, J., Wörlein, N., Uhlmann, N., & Wittenberg, T. (2021). Exploring Flood Filling Networks for Instance Segmentation of XXL-Volumetric and Bulk Material CT Data . Journal of Nondestructive Evaluation , 40 (1). https://dx.doi.org/10.1007/s10921-020-00734-w
Hackner, R., Suarez-Ibarrola, R., Qiu, T., Lemke, N., Pohlmann, P.F., Wilhelm, K.,... Wittenberg, T. (2021). Panoramic Imaging Assessment of Different Bladder Phantoms – An Evaluation Study . Urology . https://dx.doi.org/10.1016/j.urology.2021.05.036
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.
Steger, J., Zimmermann, A., Wittenberg, T., & Wilhelm, D. (2021). Electromagnets for an endoscopic anastomosis tool in the colon . Current Directions in Biomedical Engineering , 7 (1). https://dx.doi.org/10.1515/cdbme-2021-1009
2020
Bauer, J., Wittenberg, T., Waldhör, K., Hechtel, M., Holzwarth, M., Seßner, J.,... Franke, J. (2020). A Concept for Context Awareness in SmartEnvironments . Current Directions in Biomedical Engineering . https://dx.doi.org/10.1515/cdbme-2020-3098
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,.
Hackner, R., Raithel, M., Lehmann, E., & Wittenberg, T. (2020). Deep-learning based reconstruction of the stomach from monoscopic video data . Current Directions in Biomedical Engineering , 6 (3). https://dx.doi.org/10.1515/cdbme-2020-3012
Related Research Fields
Contact:
Research projects
Current projects
No projects found.
Recent publications
2023
2022
2021
2020
Related Research Fields
Contact: