
Publications
Here you can find our latest publications. We are working on deep learning-based microscopy applications, such as pathology:
2018
Frangi-Net Book Section
In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus Hermann; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2018, pp. 341–346, Springer Berlin Heidelberg, Berlin, Heidelberg, 2018, ISBN: 978-3-662-56536-0 978-3-662-56537-7, (Series Title: Informatik aktuell).
Motion Artifact Detection in Confocal Laser Endomicroscopy Images Book Section
In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus Hermann; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2018, pp. 328–333, Springer Berlin Heidelberg, Berlin, Heidelberg, 2018, ISBN: 978-3-662-56536-0 978-3-662-56537-7, (Series Title: Informatik aktuell).
Classification of Polyethylene Particles and the Local CD3+ Lymphocytosis in Histological Slices Book Section
In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus Hermann; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2018, pp. 228–233, Springer Berlin Heidelberg, Berlin, Heidelberg, 2018, ISBN: 978-3-662-56536-0 978-3-662-56537-7, (Series Title: Informatik aktuell).
Microscopy Book Section
In: Maier, Andreas; Steidl, Stefan; Christlein, Vincent; Hornegger, Joachim (Ed.): Medical Imaging Systems, vol. 11111, pp. 69–90, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-96519-2 978-3-319-96520-8, (Series Title: Lecture Notes in Computer Science).
Classification of Mitotic Cells: Potentials Beyond the Limits of Small Data Sets Book Section
In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus Hermann; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2018, pp. 245–250, Springer Berlin Heidelberg, Berlin, Heidelberg, 2018, ISBN: 978-3-662-56536-0 978-3-662-56537-7, (Series Title: Informatik aktuell).
SlideRunner: A Tool for Massive Cell Annotations in Whole Slide Images Book Section
In: Maier, Andreas; Deserno, Thomas M.; Handels, Heinz; Maier-Hein, Klaus Hermann; Palm, Christoph; Tolxdorff, Thomas (Ed.): Bildverarbeitung für die Medizin 2018, pp. 309–314, Springer Berlin Heidelberg, Berlin, Heidelberg, 2018, ISBN: 978-3-662-56536-0 978-3-662-56537-7, (Series Title: Informatik aktuell).
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images – A Cross-site Robustness Assessment: Proceedings Article
In: Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies, pp. 27–34, SCITEPRESS – Science and Technology Publications, Funchal, Madeira, Portugal, 2018, ISBN: 978-989-758-307-0.
2017
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning Journal Article
In: Scientific Reports, vol. 7, no. 1, pp. 11979, 2017, ISSN: 2045-2322.
A Guided Spatial Transformer Network for Histology Cell Differentiation Miscellaneous
2017, (Artwork Size: 5 pages ISBN: 9783038680369 ISSN: 2070-5786 Pages: 5 pages Publication Title: Eurographics Workshop on Visual Computing for Biology and Medicine).
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