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pro vyhledávání: '"A Kaštelan"'
Recently, Python Testbed for Federated Learning Algorithms emerged as a low code and generative large language models amenable framework for developing decentralized and distributed applications, primarily targeting edge systems, by nonprofessional p
Externí odkaz:
http://arxiv.org/abs/2405.09423
The Python Testbed for Federated Learning Algorithms is a simple Python FL framework easy to use by ML&AI developers who do not need to be professional programmers, and this paper shows that it is also amenable to emerging AI tools. In this paper, we
Externí odkaz:
http://arxiv.org/abs/2312.04412
Publikováno v:
Springer, LNCS 14390, 2024
At present many distributed and decentralized frameworks for federated learning algorithms are already available. However, development of such a framework targeting smart Internet of Things in edge systems is still an open challenge. A solution to th
Externí odkaz:
http://arxiv.org/abs/2310.05102
Autor:
Prokić, Ivan, Ghilezan, Silvia, Kašterović, Simona, Popovic, Miroslav, Popovic, Marko, Kaštelan, Ivan
Federated learning (FL) is a machine learning setting where clients keep the training data decentralised and collaboratively train a model either under the coordination of a central server (centralised FL) or in a peer-to-peer network (decentralised
Externí odkaz:
http://arxiv.org/abs/2306.14529
Nowadays many researchers are developing various distributed and decentralized frameworks for federated learning algorithms. However, development of such a framework targeting smart Internet of Things in edge systems is still an open challenge. In th
Externí odkaz:
http://arxiv.org/abs/2305.20027
Autor:
Ivan Milas, Željko Kaštelan, Jószef Petrik, Jasna Bingulac-Popović, Bojan Čikić, Andrej Šribar, Irena Jukić
Publikováno v:
Global Medical Genetics, Vol 11, Iss 03, Pp 233-240 (2024)
Background Previous research on connection between the ABO blood group and bladder cancer has been based on determining the ABO phenotype. This specific research is extended to the molecular level, providing more information about particular ABO alle
Externí odkaz:
https://doaj.org/article/9a6ff0f8058d4b50807c1d084e92bf46
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Vitiligo and halo nevus are immune-mediated skin diseases that have a similar pathogenesis and involve cellular cytotoxicity mechanisms that are not yet fully understood. In this study, we investigated the expression patterns of the cytolyti
Externí odkaz:
https://doaj.org/article/22cfcec9488741458feea5c8bd9b5770
Autor:
Lora Grbanović, Lucija Kovačević, Tomislav Kuliš, Željko Kaštelan, Marko Kralik, Stjepan Ivandić, Maja Prutki
Publikováno v:
Acta Clinica Croatica, Vol 63., Iss Supplement 2, Pp 14-20 (2024)
This retrospective study aimed to evaluate the performance of multiparametric MRI (mpMRI) interpreted according to the Prostate Imaging Reporting and Data System (PIRADS) version 2 (v2) in detecting clinically significant prostate cancer (csPCa). T
Externí odkaz:
https://doaj.org/article/a0cc5cd30de4433a8afcc1b310767289
Autor:
Toni Zekulić, Tomislav Kuliš, Tvrtko Hudolin, Luka Penezić, Jerko Anđelić, Tomislav Sambolić, Bojan Čikić, Nikola Knežević, Željko Kaštelan
Publikováno v:
Acta Clinica Croatica, Vol 63., Iss Supplement 2, Pp 22-27 (2024)
Prostate biopsy is the gold standard diagnostic tool for prostate cancer. The number of targeted prostate biopsies based on multiparametric resonance imaging have increased in recent years, and this method is becoming increasingly utilized in patie
Externí odkaz:
https://doaj.org/article/f13854baa3414d128fdb5b80bce1ebfa
Autor:
Stjepan Frkanec, Toni Zekulić, Hrvoje Saić, Ilija Jurić, Luka Penezić, Tvrtko Hudolin, Tomislav Kuliš, Željko Kaštelan
Publikováno v:
Acta Clinica Croatica, Vol 63., Iss Supplement 2, Pp 29-33 (2024)
Prostate cancer is the most common cancer in men in developed countries, and prostate biopsy is the gold standard for diagnosis. However, the COVID-19 pandemic disrupted medical examinations, potentially leading to delays in diagnostic investigatio
Externí odkaz:
https://doaj.org/article/a60a6fb855a245baa481d8cf08b462d5