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Employment (1)

Technische Hochschule Ingolstadt: Ingolstadt, Bavaria, DE

2021-04-01 to present | PhD Candidate | Scientific Staff (AIMotion)
Employment
Source: Self-asserted source
Jonathan Ganz

Works (16)

Artificial intelligence can be trained to predict c-KIT-11 mutational status of canine mast cell tumors from hematoxylin and eosin-stained histological slides

Veterinary Pathology
2025-03 | Journal article
DOI: 10.1177/03009858241286806
Contributors: Chloé Puget; Jonathan Ganz; Julian Ostermaier; Thomas Conrad; Eda Parlak; Christof A. Bertram; Matti Kiupel; Katharina Breininger; Marc Aubreville; Robert Klopfleisch
Source: check_circle
Crossref

Re-identification from histopathology images

Medical Image Analysis
2025-01 | Journal article
DOI: 10.1016/j.media.2024.103335
Contributors: Jonathan Ganz; Jonas Ammeling; Samir Jabari; Katharina Breininger; Marc Aubreville
Source: check_circle
Crossref

Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning

Bildverarbeitung für die Medizin 2024
2024 | Book chapter
DOI: 10.1007/978-3-658-44037-4_41
Part of ISBN: 9783658440367
Part of ISBN: 9783658440374
Part of ISSN: 1431-472X
Part of ISSN: 2628-8958
Contributors: Jonathan Ganz; Chloé Puget; Jonas Ammeling; Matti Kiupel; Matti Kiupel; Christof Bertram; Katharina Breininger; Robert Klopfleisch; Marc Aubreville
Source: Self-asserted source
Jonathan Ganz

Automated Mitotic Index Calculation via Deep Learning and Immunohistochemistry

Bildverarbeitung für die Medizin 2024
2024 | Book chapter
DOI: 10.1007/978-3-658-44037-4_37
Part of ISBN: 9783658440367
Part of ISBN: 9783658440374
Part of ISSN: 1431-472X
Part of ISSN: 2628-8958
Contributors: Jonas Ammeling; Moritz Hecker; Jonathan Ganz; Taryn A. Donovan; Robert Klopfleisch; Christof A. Bertram; Katharina Breininger; Marc Aubreville
Source: Self-asserted source
Jonathan Ganz

Deep Learning model predicts the c-Kit-11 mutational status of canine cutaneous mast cell tumors by HE stained histological slides

2024 | Preprint
DOI: 10.48550/ARXIV.2401.06169
Contributors: Chloé Puget; Jonathan Ganz; Julian Ostermaier; Thomas Konrad; Eda Parlak; Christof Albert Bertram; Matti Kiupel; Katharina Breininger; Marc Aubreville; Robert Klopfleisch
Source: Self-asserted source
Jonathan Ganz
grade
Preferred source (of 2)‎

Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors

Bildverarbeitung für die Medizin 2024
2024 | Book chapter
DOI: 10.1007/978-3-658-44037-4_42
Part of ISBN: 9783658440367
Part of ISBN: 9783658440374
Part of ISSN: 1431-472X
Part of ISSN: 2628-8958
Contributors: Marc Aubreville; Zhaoya Pan; Matti Sievert; Jonas Ammeling; Jonathan Ganz; Nicolai Oetter; Florian Stelzle; Ann-Kathrin Frenken; Katharina Breininger; Miguel Goncalves
Source: Self-asserted source
Jonathan Ganz

Re-identification from histopathology images

2024 | Preprint
DOI: 10.48550/ARXIV.2403.12816
Contributors: Jonathan Ganz; Jonas Ammeling; Samir Jabari; Katharina Breininger; Marc Aubreville
Source: Self-asserted source
Jonathan Ganz

Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays

Informatik aktuell
2023 | Book chapter
DOI: 10.1007/978-3-658-41657-7_48
Part of ISBN: 9783658416560
Part of ISBN: 9783658416577
Part of ISSN: 1431-472X
Contributors: Jonas Ammeling; Lars-Henning Schmidt; Jonathan Ganz; Tanja Niedermair; Christoph Brochhausen-Delius; Christian Schulz; Katharina Breininger; Marc Aubreville
Source: Self-asserted source
Jonathan Ganz

Deep Learning-based Automatic Assessment of AgNOR-scores in Histopathology Images

Informatik aktuell
2023 | Book chapter
DOI: 10.1007/978-3-658-41657-7_49
Part of ISBN: 9783658416560
Part of ISBN: 9783658416577
Part of ISSN: 1431-472X
Contributors: Jonathan Ganz; Karoline Lipnik; Jonas Ammeling; Barbara Richter; Chloé Puget; Eda Parlak; Laura Diehl; Robert Klopfleisch; Taryn A. Donovan; Matti Kiupel et al.
Source: Self-asserted source
Jonathan Ganz

Deep Learning-based Subtyping of Atypical and Normal Mitoses using a Hierarchical Anchor-free Object Detector

Informatik aktuell
2023 | Book chapter
DOI: 10.1007/978-3-658-41657-7_40
Part of ISBN: 9783658416560
Part of ISBN: 9783658416577
Part of ISSN: 1431-472X
Contributors: Marc Aubreville; Jonathan Ganz; Jonas Ammeling; Taryn A. Donovan; Rutger HJ. Fick; Katharina Breininger; Christof A. Bertram
Source: Self-asserted source
Jonathan Ganz

Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge

2023 | Preprint
DOI: 10.48550/ARXIV.2309.15589
Contributors: Marc Aubreville; Nikolas Stathonikos; Taryn A. Donovan; Robert Klopfleisch; Jonathan Ganz; Jonas Ammeling; Frauke Wilm; Mitko Veta; Samir Jabari; Markus Eckstein et al.
Source: Self-asserted source
Jonathan Ganz

How to measure children’s feet: 3D foot scanning compared with established 2D manual or digital methods

2023 | Journal article
DOI: 10.1186/s13047-023-00618-y
SOURCE-WORK-ID: BASE:bd509f1453c7072dcbd30418341a92d38e3ed005abbf0ffe15539d19b02b8a89
Contributors: Juliane Mueller; Monika Richter; Kathrin Schaefer; Jonathan Ganz; Jörg Lohscheller; Steffen Mueller
Source: Self-asserted source
Jonathan Ganz via BASE - Bielefeld Academic Search Engine

Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge

Mitosis Domain Generalization and Diabetic Retinopathy Analysis
2023 | Book chapter
DOI: 10.1007/978-3-031-33658-4_19
Part of ISBN: 9783031336577
Part of ISBN: 9783031336584
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Jonas Ammeling; Frauke Wilm; Jonathan Ganz; Katharina Breininger; Marc Aubreville
Source: Self-asserted source
Jonathan Ganz

Appealing but Potentially Biasing - Investigation of the Visual Representation of Segmentation Predictions by AI Recommender Systems for Medical Decision Making

2023-09-03 | Conference paper
DOI: 10.1145/3603555.3608561
Contributors: Jonas Ammeling; Carina Manger; Elias Kwaka; Sebastian Krügel; Matthias Uhl; Angelika Kießig; Alexis Fritz; Jonathan Ganz; Andreas Riener; Christof A. Bertram et al.
Source: check_circle
Crossref

A comprehensive multi-domain dataset for mitotic figure detection

Scientific Data
2023-07-25 | Journal article
DOI: 10.1038/s41597-023-02327-4
Part of ISSN: 2052-4463
Contributors: Marc Aubreville; Frauke Wilm; Nikolas Stathonikos; Katharina Breininger; Taryn A. Donovan; Samir Jabari; Mitko Veta; Jonathan Ganz; Jonas Ammeling; Paul J. van Diest et al.
Source: Self-asserted source
Jonathan Ganz

Automatic and explainable grading of meningiomas from histopathology images

2022 | Conference paper
SOURCE-WORK-ID: BASE:b38120ece73cfdb6d54ad0cd3a8e533d2c5ffd374d5326d40232aa223a837fb5
Contributors: Ganz, Jonathan; Kirsch, Tobias; Hoffmann, Lucas; Maier, Andreas; Breininger, Katharina; Blümcke, Ingmar; Jabari, Samir; Aubreville, Marc
Source: Self-asserted source
Jonathan Ganz via BASE - Bielefeld Academic Search Engine

Peer review (3 reviews for 3 publications/grants)

Review activity for Artificial intelligence in medicine. (1)
Review activity for Communications medicine. (1)
Review activity for Scientific data. (1)
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