Fraunhofer-Institut für Integrierte Schaltungen IIS
Jahr 2022
- F. Wilm, M. Benz, V. Bruns, S. Baghdadlian, J. Dexl, D. Hartmann, P. Kuritcyn, M. Weidenfeller, Th. Wittenberg, S. Merkel, A. Hartmann, M. Eckstein, C. I. Geppert: "Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification.” Journal of Medical Imaging, 9(2), 027501 (2022). https://doi.org/10.1117/1.JMI.9.2.027501
- Th. Wittenberg, M. Benz, A. Foltyn, R. Hackner, J. Hetzel, V. Wiesmann und Th. Eixelberger: "Acquisition of Semantics for AI-based Applications in Medical Technologies." Current Directions in Biomedical Engineering 2021; 7(2); https://doi.org/10.1515/cdbme-2021-2131
- Volker Bruns, Michaela Benz, Carol Geppert: "Tissue Cartography for Colorectal Cancer." Chapter 9: Artificial Intelligence Applications in Human Pathology, pp. 203-241 (2022); https://doi.org/10.1142/9781800611399_0009
- Jakob Dexl, Michaela Benz, Volker Bruns, Petr Kuritcyn, Thomas Wittenberg: "MitoDet: Simple and Robust Mitosis Detection." Conferrence Papaer; MICCAI 2021: Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis pp 53–57; DOI: 10.1007/978-3-030-97281-3_7
- Volker Bruns: "Digitale Transformation – Vom klassischen zum digitalen Pathologielabor". Sonderausgabe TDP 1/2022 Digitale Transformation
- Michaela Benz, Volker Bruns: "Parasiten mittels Webbrowser aufspüren." Management & Krankenhaus; Whitepaper
- R. Kletzander, D. Firmbach, V. Bruns, C. I. Geppert, A. Hartmann, M. Eckstein, M. Benz: "Few-Label Adaptation using Multi-ProtoNets – an Experiment on Urothelial Carcinomas." 18th European Congress on Digital Pathology (ECDP), Berlin, Germany, June 2022
- Bruns, V., Benz, M., Kuritcyn, P., Dexl, J., Wittenberg, T., Eckstein, M., Hartmann, A., Geppert, C., "Fast and Robust Deep Tissue Cartography for Colon Section." 105. Jahrestagung der Deutschen Gesellschaft für Pathologie (DGP), Münster, June 2022
- Eixelberger, T., Niedermair, T., Evert, K., Müller, B., Vermeulen, D., Steiger, K., Delbridge, C., Heimberg, W., Mayer, M., Schüffler, P., Weichert, W., Evert, M., Brochhausen-Delius, C., Bruns, V.: "Pre-Scan QC – Preliminary Results for Artefact Detection in Slide Overview Images." 105. Jahrestagung der Deutschen Gesellschaft für Pathologie (DGP), Münster, June 2022
- Thomas Eixelberger, Gabriel Wolkenstein, Ralf Hackner, Volker Bruns, Steffen Mühldorfer, Udo Geissler, Sebastian Belle, and Thomas Wittenberg: YOLO networks for polyp detection: A human-in-the-loop training approach." Joint Annual Conference of the Austrian, German and Swiss Societies for Biomedical Engineering, Sep 2022
- Veronika Kress, Thomas Wittenberg, Martin Raithel, Volker Bruns, Edgar Lehmann, Thomas Eixelberger, and Ralf Hackner: "Automatic detection of foreign objects and contaminants in colonoscopic video data using deep leaning." Joint Annual Conference of the Austrian, German and Swiss Societies for Biomedical Engineering, Sep 2022
- Jakob Dexl, Michaela Benz, Petr Kuritcyn, Thomas Wittenberg*, Volker Bruns, Carol Geppert, Arndt Hartmann, Bernd Bischl, and Jann Goschenhofer: "Robust Colon Tissue Cartography with Semi-Supervision." Joint Annual Conference of the Austrian, German and Swiss Societies for Biomedical Engineering, Sep 2022
- Aliya Mohammed, Carol Geppert, Arndt Hartmann, Petr Kuritcyn, Volker Bruns, Ute Schmid, Thomas Wittenberg, Michaela Benz and Bettina Finzel: "Explaining and Evaluating Deep Tissue Classification by Visualizing Activations of Most Relevant Intermediate Layers." Joint Annual Conference of the Austrian, German and Swiss Societies for Biomedical Engineering, Sep 2022
- Egbert Tannich, Birgit Förster, Christine Wegner, Ulrike Loderstädt, Volker Bruns, Michaela Benz, Christian Hammer, Christopher Kussin: "ParasiteWeb® – A Web Platform for Training and Quality Assessment in Parasite Microscopy Comprising a Comprehensive Digitized Sample Collection." Conference on Tropical Medicine and Global Health (CTM), Rostock, Germany, June 2022