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Jakob Dexl
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ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports
K Jeblick, B Schachtner, J Dexl, A Mittermeier, AT Stüber, J Topalis, ...
European radiology 34 (5), 2817-2825, 2024
6832024
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
1772023
Multi-prototype few-shot learning in histopathology
J Deuschel, D Firmbach, CI Geppert, M Eckstein, A Hartmann, V Bruns, ...
Proceedings of the IEEE/CVF international conference on computer vision, 620-628, 2021
462021
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification
F Wilm, M Benz, V Bruns, S Baghdadlian, J Dexl, D Hartmann, P Kuritcyn, ...
Journal of Medical Imaging 9 (2), 027501-027501, 2022
112022
Automated lesion segmentation in whole-body pet/ct-multitracer multicenter generalization
M Ingrisch, J Dexl, K Jeblick, C Cyran, S Gatidis, T Kuestner
27th International Conference on Medical Image Computing and Computer …, 2024
92024
Robust Slide Cartography in Colon Cancer Histology
P Kuritcyn, CI Geppert, M Eckstein, A Hartmann, T Wittenberg, J Dexl, ...
Bildverarbeitung für die Medizin 2021, 229, 2021
9*2021
Comparison of CNN models on a multi-scanner database in colon cancer histology
P Kuritcyn, M Benz, J Dexl, V Bruns, A Hartmann, C Geppert
Medical Imaging with Deep Learning, 2021
82021
MitoDet: Simple and robust mitosis detection
J Dexl, M Benz, V Bruns, P Kuritcyn, T Wittenberg
International Conference on Medical Image Computing and Computer-Assisted …, 2021
62021
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition
T Weber, J Dexl, D Rügamer, M Ingrisch
Radiology: Artificial Intelligence 7 (2), e240353, 2025
22025
AutoPET Challenge on Fully Automated Lesion Segmentation in Oncologic PET/CT Imaging, Part 2: Domain Generalization
J Dexl, S Gatidis, M Früh, K Jeblick, A Mittermeier, AT Stüber, ...
Journal of Nuclear Medicine, 2025
2025
Artificial intelligence for TNM staging in NSCLC: a critical appraisal of segmentation utility in [1⁸F]FDG PET/CT
MM Heimer, J Dexl, J Ta, R Ebner, FL Herr, L Orasanin, K Jeblick, ...
European Journal of Nuclear Medicine and Molecular Imaging, 1-11, 2025
2025
Fast machine learning image reconstruction of radially undersampled k-space data for low-latency real-time MRI
J Topalis, J Dexl, K Jeblick, R Klaar, C Kurz, T Löhr, A Mittermeier, ...
PLoS One 20 (11), e0334604, 2025
2025
Computer vision-based guidance tool for correct radiographic hand positioning
A Portafaix, P Reidler, B Sabel, J Dexl, K Jeblick, A Mittermeier, M Ingrisch, ...
Medical Imaging 2024: Image Perception, Observer Performance, and Technology …, 2024
2024
Robust Colon Tissue Cartography with Semi-Supervision
J Dexl, M Benz, P Kuritcyn, T Wittenberg, V Bruns, C Geppert, A Hartmann, ...
Current Directions in Biomedical Engineering 8 (2), 344-347, 2022
2022
Multi-Task Deep Learning for Head and Neck Cancer: Segmentation, Survival Prediction, and HPV Classification in the HECKTOR 2025 Challenge
J Dexl, M Ingrisch
Fourth Head and Neck Cancer Tumor Lesion Segmentation, Diagnosis and Prognosis, 0
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Articles 1–15