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Marc Aubreville
Marc Aubreville
Professor at Technische Hochschule Ingolstadt, Ingolstadt, Germany
Verifierad e-postadress på thi.de - Startsida
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Automatic classification of cancerous tissue in laserendomicroscopy images of the oral cavity using deep learning
M Aubreville, C Knipfer, N Oetter, C Jaremenko, E Rodner, J Denzler, ...
Scientific reports 7 (1), 11979, 2017
2602017
Mitosis domain generalization in histopathology images—the MIDOG challenge
M Aubreville, N Stathonikos, CA Bertram, R Klopfleisch, N Ter Hoeve, ...
Medical Image Analysis 84, 102699, 2023
842023
A large-scale dataset for mitotic figure assessment on whole slide images of canine cutaneous mast cell tumor
CA Bertram, M Aubreville, C Marzahl, A Maier, R Klopfleisch
Scientific data 6 (1), 274, 2019
672019
Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region
M Aubreville, CA Bertram, C Marzahl, C Gurtner, M Dettwiler, A Schmidt, ...
Scientific reports 10 (1), 16447, 2020
612020
Computerized calculation of mitotic count distribution in canine cutaneous mast cell tumor sections: mitotic count is area dependent
CA Bertram, M Aubreville, C Gurtner, A Bartel, SM Corner, M Dettwiler, ...
Veterinary pathology 57 (2), 214-226, 2020
542020
A completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer research
M Aubreville, CA Bertram, TA Donovan, C Marzahl, A Maier, R Klopfleisch
Scientific data 7 (1), 417, 2020
512020
Deep learning-based quantification of pulmonary hemosiderophages in cytology slides
C Marzahl, M Aubreville, CA Bertram, J Stayt, AK Jasensky, ...
Scientific reports 10 (1), 9795, 2020
462020
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images
M Aubreville, M Stoeve, N Oetter, M Goncalves, C Knipfer, H Neumann, ...
International journal of computer assisted radiology and surgery 14, 31-42, 2019
462019
SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images
M Aubreville, C Bertram, R Klopfleisch, A Maier
Bildverarbeitung für die Medizin 2018, 309-314, 2018
452018
Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels
CA Bertram, M Veta, C Marzahl, N Stathonikos, A Maier, R Klopfleisch, ...
Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020
362020
Mitotic figures—normal, atypical, and imposters: A guide to identification
TA Donovan, FM Moore, CA Bertram, R Luong, P Bolfa, R Klopfleisch, ...
Veterinary pathology 58 (2), 243-257, 2021
352021
Classification of leukemic b-lymphoblast cells from blood smear microscopic images with an attention-based deep learning method and advanced augmentation techniques
C Marzahl, M Aubreville, J Voigt, A Maier
ISBI 2019 C-NMC Challenge: Classification in Cancer Cell Imaging: Select …, 2019
352019
International guidelines for veterinary tumor pathology: a call to action
DJ Meuten, FM Moore, TA Donovan, CA Bertram, R Klopfleisch, ...
Veterinary pathology 58 (5), 766-794, 2021
332021
Computer-assisted mitotic count using a deep learning–based algorithm improves interobserver reproducibility and accuracy
CA Bertram, M Aubreville, TA Donovan, A Bartel, F Wilm, C Marzahl, ...
Veterinary pathology 59 (2), 211-226, 2022
322022
EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control
C Marzahl, M Aubreville, CA Bertram, J Maier, C Bergler, C Kröger, ...
Scientific reports 11 (1), 4343, 2021
302021
Mitosis domain generalization challenge
M Aubreville, C Bertram, M Veta, R Klopfleisch, N Stathonikos, ...
24th International Conference on Medical Image Computing and Computer …, 2021
292021
Deep denoising for hearing aid applications
M Aubreville, K Ehrensperger, A Maier, T Rosenkranz, B Graf, H Puder
2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2018
272018
New binaural strategies for enhanced hearing
H Kamkar-Parsi, E Fischer, M Aubreville
Hearing Review 21 (10), 42-45, 2014
272014
Mitosis domain generalization challenge 2022
M Aubreville, C Bertram, K Breininger, S Jabari, N Stathonikos, M Veta
25th International Conference on Medical Image Computing and Computer …, 2022
262022
Quantifying the Scanner-Induced Domain Gap in Mitosis Detection
M Aubreville, C Bertram, M Veta, R Klopfleisch, N Stathonikos, ...
Medical Imaging with Deep Learning (MIDL) 2021, 2021
262021
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