Helmut Neumann

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 9

Top Topics

Frequency Domain

Automatic Classification

Learning Algorithm

Top Venues

Bildverarbeitung für die Medizin

BIOSTEC (Selected Papers)

Int. J. Comput. Assist. Radiol. Surg.

Publications

Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract. CoRR (2019)
Marc Aubreville, Maike P. Stoeve, Nicolai Oetter, Miguel Goncalves, Christian Knipfer, Helmut Neumann, Christopher Bohr, Florian Stelzle, Andreas K. Maier
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images. Int. J. Comput. Assist. Radiol. Surg. 14 (1) (2019)
Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-site Robustness Assessment. BIOIMAGING (2018)
Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract. BIOSTEC (Selected Papers) (2018)
Maike P. Stoeve, Marc Aubreville, Nicolai Oetter, Christian Knipfer, Helmut Neumann, Florian Stelzle, Andreas K. Maier
Motion Artifact Detection in Confocal Laser Endomicroscopy Images. Bildverarbeitung für die Medizin (2018)
Maike P. Stoeve, Marc Aubreville, Nicolai Oetter, Christian Knipfer, Helmut Neumann, Florian Stelzle, Andreas K. Maier
Motion Artifact Detection in Confocal Laser Endomicroscopy Images. CoRR (2017)
Marc Aubreville, Christian Knipfer, Nicolai Oetter, Christian Jaremenko, Erik Rodner, Joachim Denzler, Christopher Bohr, Helmut Neumann, Florian Stelzle, Andreas K. Maier
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning. CoRR (2017)
Kim Vo, Christian Jaremenko, Christopher Bohr, Helmut Neumann, Andreas K. Maier
Automatic Classification and Pathological Staging of Confocal Laser Endomicroscopic Images of the Vocal Cords. Bildverarbeitung für die Medizin (2017)
Marc Aubreville, Miguel Goncalves, Christian Knipfer, Nicolai Oetter, Tobias Würfl, Helmut Neumann, Florian Stelzle, Christopher Bohr, Andreas K. Maier
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-Site Robustness Assessment. CoRR (2017)
Christian Jaremenko, Andreas K. Maier, Stefan Steidl, Joachim Hornegger, Nicolai Oetter, Christian Knipfer, Florian Stelzle, Helmut Neumann
Classification of Confocal Laser Endomicroscopic Images of the Oral Cavity to Distinguish Pathological from Healthy Tissue. Bildverarbeitung für die Medizin (2015)
Bastian Bier, Firas Mualla, Stefan Steidl, Christopher Bohr, Helmut Neumann, Andreas K. Maier, Joachim Hornegger
Band-Pass Filter Design by Segmentation in Frequency Domain for Detection of Epithelial Cells in Endomicroscope Images. Bildverarbeitung für die Medizin (2015)