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Jonathan Ganz
Jonathan Ganz
Technische Hochschule Ingolstadt
在 thi.de 的电子邮件经过验证 - 首页
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A comprehensive multi-domain dataset for mitotic figure detection
M Aubreville, F Wilm, N Stathonikos, K Breininger, TA Donovan, S Jabari, ...
Scientific data 10 (1), 484, 2023
282023
Domain generalization across tumor types, laboratories, and species—Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
M Aubreville, N Stathonikos, TA Donovan, R Klopfleisch, J Ammeling, ...
Medical Image Analysis 94, 103155, 2024
162024
How to measure children’s feet: 3D foot scanning compared with established 2D manual or digital methods
J Mueller, M Richter, K Schaefer, J Ganz, J Lohscheller, S Mueller
Journal of Foot and Ankle Research 16 (1), 21, 2023
72023
Automatic and explainable grading of meningiomas from histopathology images
J Ganz, T Kirsch, L Hoffmann, CA Bertram, C Hoffmann, A Maier, ...
MICCAI Workshop on Computational Pathology, 69-80, 2021
52021
Deep learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-Free Object Detector
M Aubreville, J Ganz, J Ammeling, TA Donovan, RHJ Fick, K Breininger, ...
BVM Workshop, 189-195, 2023
42023
Automated Mitotic Index Calculation via Deep Learning and Immunohistochemistry
J Ammeling, M Hecker, J Ganz, TA Donovan, R Klopfleisch, CA Bertram, ...
BVM Workshop, 123-128, 2024
32024
Information mismatch in PHH3-assisted mitosis annotation leads to interpretation shifts in H&E slide analysis
J Ganz, C Marzahl, J Ammeling, E Rosbach, B Richter, C Puget, D Denk, ...
Scientific Reports 14 (1), 26273, 2024
22024
Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology Images
J Ganz, K Lipnik, J Ammeling, B Richter, C Puget, E Parlak, L Diehl, ...
BVM Workshop, 226-231, 2023
22023
Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge
J Ammeling, F Wilm, J Ganz, K Breininger, M Aubreville
MICCAI Challenge on Mitosis Domain Generalization, 201-205, 2022
22022
Re-identification from histopathology images
J Ganz, J Ammeling, S Jabari, K Breininger, M Aubreville
Medical Image Analysis 99, 103335, 2025
12025
Automated Nuclear Morphometry: A Deep Learning Approach for Prognostication in Canine Pulmonary Carcinoma to Enhance Reproducibility
I Glahn, A Haghofer, TA Donovan, B Degasperi, A Bartel, ...
Veterinary Sciences 11 (6), 278, 2024
12024
Model-based Cleaning of the QUILT-1M Pathology Dataset for Text-Conditional Image Synthesis
M Aubreville, J Ganz, J Ammeling, CC Kaltenecker, CA Bertram
arXiv preprint arXiv:2404.07676, 2024
12024
Deep Learning model predicts the c-Kit-11 mutational status of canine cutaneous mast cell tumors by HE stained histological slides
C Puget, J Ganz, J Ostermaier, T Konrad, E Parlak, CA Bertram, M Kiupel, ...
arXiv preprint arXiv:2401.06169, 2024
12024
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
M Aubreville, Z Pan, M Sievert, J Ammeling, J Ganz, N Oetter, F Stelzle, ...
arXiv preprint arXiv:2311.07216, 2023
12023
Appealing but Potentially Biasing-Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making
J Ammeling, C Manger, E Kwaka, S Krügel, M Uhl, A Kießig, A Fritz, ...
Proceedings of Mensch und Computer 2023, 330-335, 2023
12023
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays
J Ammeling, LH Schmidt, J Ganz, T Niedermair, C Brochhausen-Delius, ...
BVM Workshop, 220-225, 2023
12023
Is Self-Supervision Enough? Benchmarking Foundation Models Against End-to-End Training for Mitotic Figure Classification
J Ganz, J Ammeling, E Rosbach, L Lausser, CA Bertram, K Breininger, ...
arXiv preprint arXiv:2412.06365, 2024
2024
Automation Bias in AI-Assisted Medical Decision-Making under Time Pressure in Computational Pathology
E Rosbach, J Ganz, J Ammeling, A Riener, M Aubreville
arXiv preprint arXiv:2411.00998, 2024
2024
When Two Wrongs Don't Make a Right"--Examining Confirmation Bias and the Role of Time Pressure During Human-AI Collaboration in Computational Pathology
E Rosbach, J Ammeling, S Krügel, A Kießig, A Fritz, J Ganz, C Puget, ...
arXiv preprint arXiv:2411.01007, 2024
2024
Information Mismatch in PHH3-Assisted Mitosis Annotation Leads to Interpretation Shifts in H&E Slide Analysis
M Aubreville, J Ganz, C Marzahl, J Ammeling, E Rosbach, B Richter, ...
2024
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