Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Dexl Jakob"'
Autor:
Dexl Jakob, Benz Michaela, Kuritcyn Petr, Wittenberg Thomas, Bruns Volker, Geppert Carol, Hartmann Arndt, Bischl Bernd, Goschenhofer Jann
Publikováno v:
Current Directions in Biomedical Engineering, Vol 8, Iss 2, Pp 344-347 (2022)
We explore the task of tissue classification for colon cancer histology in a low label regime comparing a semi-supervised and a supervised learning strategy in a series of experiments. Further, we investigate the model robustness w.r.t. distribution
Externí odkaz:
https://doaj.org/article/3a436ac07def4f1294c9db3081cb1688
We address the computational barrier of deploying advanced deep learning segmentation models in clinical settings by studying the efficacy of network compression through tensor decomposition. We propose a post-training Tucker factorization that enabl
Externí odkaz:
http://arxiv.org/abs/2404.09683
Autor:
Jeblick, Katharina, Schachtner, Balthasar, Dexl, Jakob, Mittermeier, Andreas, Stüber, Anna Theresa, Topalis, Johanna, Weber, Tobias, Wesp, Philipp, Sabel, Bastian, Ricke, Jens, Ingrisch, Michael
The release of ChatGPT, a language model capable of generating text that appears human-like and authentic, has gained significant attention beyond the research community. We expect that the convincing performance of ChatGPT incentivizes users to appl
Externí odkaz:
http://arxiv.org/abs/2212.14882
Autor:
Aubreville, Marc, Stathonikos, Nikolas, Bertram, Christof A., Klopleisch, Robert, ter Hoeve, Natalie, Ciompi, Francesco, Wilm, Frauke, Marzahl, Christian, Donovan, Taryn A., Maier, Andreas, Breen, Jack, Ravikumar, Nishant, Chung, Youjin, Park, Jinah, Nateghi, Ramin, Pourakpour, Fattaneh, Fick, Rutger H. J., Hadj, Saima Ben, Jahanifar, Mostafa, Rajpoot, Nasir, Dexl, Jakob, Wittenberg, Thomas, Kondo, Satoshi, Lafarge, Maxime W., Koelzer, Viktor H., Liang, Jingtang, Wang, Yubo, Long, Xi, Liu, Jingxin, Razavi, Salar, Khademi, April, Yang, Sen, Wang, Xiyue, Veta, Mitko, Breininger, Katharina
Publikováno v:
Medical Image Analysis 84 (2023) 102699
The density of mitotic figures within tumor tissue is known to be highly correlated with tumor proliferation and thus is an important marker in tumor grading. Recognition of mitotic figures by pathologists is known to be subject to a strong inter-rat
Externí odkaz:
http://arxiv.org/abs/2204.03742
Mitotic figure detection is a challenging task in digital pathology that has a direct impact on therapeutic decisions. While automated methods often achieve acceptable results under laboratory conditions, they frequently fail in the clinical deployme
Externí odkaz:
http://arxiv.org/abs/2109.01485
Autor:
Wilm, Frauke, Benz, Michaela, Bruns, Volker, Baghdadlian, Serop, Dexl, Jakob, Hartmann, David, Kuritcyn, Petr, Weidenfeller, Martin, Wittenberg, Thomas, Merkel, Susanne, Hartmann, Arndt, Eckstein, Markus, Geppert, Carol I.
Publikováno v:
J. Med. Imag. 9(2), 027501 (2022)
Automatic outlining of different tissue types in digitized histological specimen provides a basis for follow-up analyses and can potentially guide subsequent medical decisions. The immense size of whole-slide-images (WSI), however, poses a challenge
Externí odkaz:
http://arxiv.org/abs/2106.15893
Autor:
Aubreville, Marc, Stathonikos, Nikolas, Bertram, Christof A., Klopfleisch, Robert, ter Hoeve, Natalie, Ciompi, Francesco, Wilm, Frauke, Marzahl, Christian, Donovan, Taryn A., Maier, Andreas, Breen, Jack, Ravikumar, Nishant, Chung, Youjin, Park, Jinah, Nateghi, Ramin, Pourakpour, Fattaneh, Fick, Rutger H.J., Ben Hadj, Saima, Jahanifar, Mostafa, Shephard, Adam, Dexl, Jakob, Wittenberg, Thomas, Kondo, Satoshi, Lafarge, Maxime W., Koelzer, Viktor H., Liang, Jingtang, Wang, Yubo, Long, Xi, Liu, Jingxin, Razavi, Salar, Khademi, April, Yang, Sen, Wang, Xiyue, Erber, Ramona, Klang, Andrea, Lipnik, Karoline, Bolfa, Pompei, Dark, Michael J., Wasinger, Gabriel, Veta, Mitko, Breininger, Katharina
Publikováno v:
In Medical Image Analysis February 2023 84
Autor:
Jeblick, Katharina, Schachtner, Balthasar, Dexl, Jakob, Mittermeier, Andreas, Stüber, Anna Theresa, Topalis, Johanna, Weber, Tobias, Wesp, Philipp, Sabel, Bastian Oliver, Ricke, Jens, Ingrisch, Michael
Publikováno v:
European Radiology; May2024, Vol. 34 Issue 5, p2817-2825, 9p
Akademický článek
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Autor:
Mello-Thoms, Claudia R., Chen, Yan, Portafaix, Aloys, Reidler, Paul, Sabel, Bastian, Dexl, Jakob, Jeblick, Katharina, Mittermeier, Andreas, Ingrisch, Michael, Fevens, Thomas
Publikováno v:
Proceedings of SPIE; March 2024, Vol. 12929 Issue: 1 p1292910-1292910-10