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Christian Marzahl
Christian Marzahl
Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
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Zitiert von
Zitiert von
Jahr
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
862023
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
642020
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
482020
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
372019
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
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
352022
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
322021
Domain adversarial RetinaNet as a reference algorithm for the MItosis DOmain generalization challenge
F Wilm, C Marzahl, K Breininger, M Aubreville
International Conference on Medical Image Computing and Computer-Assisted …, 2021
262021
Unobtrusive fall detection using 3D images of a gaming console: Concept and first results
C Marzahl, P Penndorf, I Bruder, M Staemmler
Ambient Assisted Living: 5. AAL-Kongress 2012 Berlin, Germany, January 24-25 …, 2012
222012
Is crowd-algorithm collaboration an advanced alternative to crowd-sourcing on cytology slides?
C Marzahl, M Aubreville, CA Bertram, S Gerlach, J Maier, J Voigt, J Hill, ...
Bildverarbeitung für die Medizin 2020: Algorithmen–Systeme–Anwendungen …, 2020
13*2020
Pan-tumor canine cutaneous cancer histology (catch) dataset
F Wilm, M Fragoso, C Marzahl, J Qiu, C Puget, L Diehl, CA Bertram, ...
Scientific data 9 (1), 588, 2022
122022
Robust quad-tree based registration on whole slide images
C Marzahl, F Wilm, L Tharun, S Perner, CA Bertram, C Kröger, J Voigt, ...
MICCAI Workshop on Computational Pathology, 181-190, 2021
112021
Are fast labeling methods reliable? A case study of computer-aided expert annotations on microscopy slides
C Marzahl, CA Bertram, M Aubreville, A Petrick, K Weiler, AC Gläsel, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
112020
Cytologic scoring of equine exercise-induced pulmonary hemorrhage: Performance of human experts and a deep learning-based algorithm
CA Bertram, C Marzahl, A Bartel, J Stayt, F Bonsembiante, ...
Veterinary pathology 60 (1), 75-85, 2023
102023
Influence of inter-annotator variability on automatic mitotic figure assessment
F Wilm, CA Bertram, C Marzahl, A Bartel, TA Donovan, CA Assenmacher, ...
Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021
92021
The ACROBAT 2022 challenge: automatic registration of breast cancer tissue
P Weitz, M Valkonen, L Solorzano, C Carr, K Kartasalo, C Boissin, ...
arXiv preprint arXiv:2305.18033, 2023
82023
Method for detecting a binding of antibodies from a patient sample to double-stranded DNA using Crithidia luciliae cells and fluorescence microscopy
S Gerlach, C Marzahl, M Danckwardt, J Voigt
US Patent 11,549,889, 2023
52023
Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images
M Fragoso-Garcia, F Wilm, CA Bertram, S Merz, A Schmidt, T Donovan, ...
Veterinary Pathology 60 (6), 865-875, 2023
42023
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