Publications

Here you can find our latest publications. We are working on deep learning-based microscopy applications, such as pathology:

110 entries « 3 of 3 »

2018

10.

Fu, Weilin; Breininger, Katharina; Schaffert, Roman; Ravikumar, Nishant; Würfl, Tobias; Fujimoto, Jim; Moult, Eric; Maier, Andreas

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).

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9.

Stoeve, Maike; Aubreville, Marc; Oetter, Nicolai; Knipfer, Christian; Neumann, Helmut; Stelzle, Florian; Maier, Andreas

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).

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8.

Steffes, Lara-Maria; Aubreville, Marc; Sesselmann, Stefan; Krenn, Veit; Maier, Andreas

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).

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7.

Mualla, Firas; Aubreville, Marc; Maier, Andreas

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).

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6.

Krappmann, Maximilian; Aubreville, Marc; Maier, Andereas; Bertram, Christof; Klopfleisch, Robert

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).

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5.

Aubreville, Marc; Bertram, Christof; Klopfleisch, Robert; Maier, Andreas

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).

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4.

Aubreville, Marc; Goncalves, Miguel; Knipfer, Christian; Oetter, Nicolai; Würfl, Tobias; Neumann, Helmut; Stelzle, Florian; Bohr, Christopher; Maier, Andreas

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.

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2017

3.

Aubreville, Marc; Knipfer, Christian; Oetter, Nicolai; Jaremenko, Christian; Rodner, Erik; Denzler, Joachim; Bohr, Christopher; Neumann, Helmut; Stelzle, Florian; Maier, Andreas

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.

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2.

Aubreville, Marc; Krappmann, Maximilian; Bertram, Christof; Klopfleisch, Robert; Maier, Andreas

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).

Abstract | Links | BibTeX | Tags: Applied computing, Bioinformatics, Computing methodologies, FOS: Computer and information sciences, Neural networks, Object detection

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110 entries « 3 of 3 »