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Automatic classification and image analysis of confocal laser endomicroscopy images
Internally funded project
Start date :
01.10.2014
Overview
Publications
(6)
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Journal article
Journal article
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Book chapter / Article in edited volumes
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Authored book
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Thesis
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Conference contribution
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Probe-based confocal laser endomicroscopy in detecting malignant lesions of vocal folds. (2019)
Goncalves M, Aubreville M, Müller SK, Sievert M, Maier A, Iro H, Bohr C
Journal article, Original article
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images. (2019)
Aubreville M, Stöve M, Oetter N, Goncalves M, Knipfer C, Neumann H, Bohr C, et al.
Journal article, Original article
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract (2019)
Aubreville M, Goncalves M, Knipfer C, Oetter N, Würfl T, Neumann H, Stelzle F, et al.
Conference contribution
Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-Site Robustness Assessment (2018)
Aubreville M, Goncalves M, Knipfer C, Oetter N, Würfl T, Neumann H, Stelzle F, et al.
Conference contribution, Original article
Motion Artifact Detection in Confocal Laser Endomicroscopy Images (2018)
Stöve M, Aubreville M, Oetter N, Knipfer C, Neumann H, Stelzle F, Maier A
Conference contribution, Original article
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning (2017)
Aubreville M, Knipfer C, Oetter N, Jaremenko C, Rodner E, Denzler J, Bohr C, et al.
Journal article, Original article