Zobrazeno 1 - 10
of 297
pro vyhledávání: '"Tolkach, Yuri"'
Traditional initialisation methods, e.g. He and Xavier, have been effective in avoiding the problem of vanishing or exploding gradients in neural networks. However, they only use simple pointwise distributions, which model one-dimensional variables.
Externí odkaz:
http://arxiv.org/abs/2310.16695
Federated and Continual Learning have emerged as potential paradigms for the robust and privacy-aware use of Deep Learning in dynamic environments. However, Client Drift and Catastrophic Forgetting are fundamental obstacles to guaranteeing consistent
Externí odkaz:
http://arxiv.org/abs/2309.00688
Autor:
Eminaga, Okyaz, Abbas, Mahmoud, Kunder, Christian, Tolkach, Yuri, Han, Ryan, Brooks, James D., Nolley, Rosalie, Semjonow, Axel, Boegemann, Martin, West, Robert, Long, Jin, Fan, Richard, Bettendorf, Olaf
Prostate cancer pathology plays a crucial role in clinical management but is time-consuming. Artificial intelligence (AI) shows promise in detecting prostate cancer and grading patterns. We tested an AI-based digital twin of a pathologist, vPatho, on
Externí odkaz:
http://arxiv.org/abs/2308.11992
Although deep federated learning has received much attention in recent years, progress has been made mainly in the context of natural images and barely for computational pathology. However, deep federated learning is an opportunity to create datasets
Externí odkaz:
http://arxiv.org/abs/2209.14849
Autor:
Harder, Christian, Pryalukhin, Alexey, Quaas, Alexander, Eich, Marie-Lisa, Tretiakova, Maria, Klein, Sebastian, Seper, Alexander, Heidenreich, Axel, Netto, George Jabboure, Hulla, Wolfgang, Büttner, Reinhard, Bozek, Kasia, Tolkach, Yuri
Publikováno v:
In Modern Pathology October 2024 37(10)
Autor:
Kludt, Carina, Wang, Yuan, Ahmad, Waleed, Bychkov, Andrey, Fukuoka, Junya, Gaisa, Nadine, Kühnel, Mark, Jonigk, Danny, Pryalukhin, Alexey, Mairinger, Fabian, Klein, Franziska, Schultheis, Anne Maria, Seper, Alexander, Hulla, Wolfgang, Brägelmann, Johannes, Michels, Sebastian, Klein, Sebastian, Quaas, Alexander, Büttner, Reinhard, Tolkach, Yuri
Publikováno v:
In Cell Reports Medicine 17 September 2024 5(9)
Autor:
Klein, Sebastian1,2,3 (AUTHOR) sebastian.klein@uk-essen.de, Tolkach, Yuri3 (AUTHOR), Reinhardt, Hans Christian1,2 (AUTHOR), Buettner, Reinhard3,4 (AUTHOR), Quaas, Alexander3 (AUTHOR), Helbig, Doris5 (AUTHOR)
Publikováno v:
Scientific Reports. 5/31/2024, Vol. 14 Issue 1, p1-12. 12p.
Autor:
Giammanco, Avri, Bychkov, Andrey, Schallenberg, Simon, Tsvetkov, Tsvetan, Fukuoka, Junya, Pryalukhin, Alexey, Mairinger, Fabian, Seper, Alexander, Hulla, Wolfgang, Klein, Sebastian, Quaas, Alexander, Büttner, Reinhard, Tolkach, Yuri
Publikováno v:
In Modern Pathology June 2024 37(6)
Autor:
Rieger, Constantin, Pfister, David, Kastner, Lucas, Eich, Marie-Lisa, Quaas, Alexander, Tolkach, Yuri, Heidenreich, Axel
Publikováno v:
In Clinical Genitourinary Cancer April 2024 22(2):523-534
Autor:
Griem, Johanna, Eich, Marie-Lisa, Schallenberg, Simon, Pryalukhin, Alexey, Bychkov, Andrey, Fukuoka, Junya, Zayats, Vitaliy, Hulla, Wolfgang, Munkhdelger, Jijgee, Seper, Alexander, Tsvetkov, Tsvetan, Mukhopadhyay, Anirban, Sanner, Antoine, Stieber, Jonathan, Fuchs, Moritz, Babendererde, Niklas, Schömig-Markiefka, Birgid, Klein, Sebastian, Buettner, Reinhard, Quaas, Alexander, Tolkach, Yuri
Publikováno v:
In Modern Pathology December 2023 36(12)