Zobrazeno 1 - 10
of 2 502
pro vyhledávání: '"Pejovic, P."'
Progressing beyond centralized AI is of paramount importance, yet, distributed AI solutions, in particular various federated learning (FL) algorithms, are often not comprehensively assessed, which prevents the research community from identifying the
Externí odkaz:
http://arxiv.org/abs/2407.14154
Akademický článek
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Autor:
Aleksa Pejovic, Zorica Jokovic, Matthias Koepp, Marko Dakovic, Vladimir Bascarevic, Marija Jovanovic, Nikola Vojvodic, Dragoslav Sokic, Aleksandar J. Ristic
Publikováno v:
Epilepsia Open, Vol 9, Iss 6, Pp 2479-2486 (2024)
Abstract Objective Cortical atrophy close to medial temporal structures has been described consistently in patients with temporal lobe epilepsy (TLE). Successful TLE surgery may have a neuroprotective effect preventing further atrophy of temporal and
Externí odkaz:
https://doaj.org/article/70a5f1c6c34e4c7790108c809d93c47a
Autor:
Radovič, Boris, Pejović, Veljko
Clustering clients into groups that exhibit relatively homogeneous data distributions represents one of the major means of improving the performance of federated learning (FL) in non-independent and identically distributed (non-IID) data settings. Ye
Externí odkaz:
http://arxiv.org/abs/2309.14088
Autor:
Fabjančič, Matevž, Machidon, Octavian, Sharif, Hashim, Zhao, Yifan, Misailović, Saša, Pejović, Veljko
Runtime-tunable context-dependent network compression would make mobile deep learning (DL) adaptable to often varying resource availability, input "difficulty", or user needs. The existing compression techniques significantly reduce the memory, proce
Externí odkaz:
http://arxiv.org/abs/2303.11291
Autor:
Aryan Safakish, Amir Moslemi, Daniel Moore-Palhares, Lakshmanan Sannachi, Ian Poon, Irene Karam, Andrew Bayley, Ana Pejovic-Milic, Gregory J. Czarnota
Publikováno v:
Radiation, Vol 4, Iss 2, Pp 192-212 (2024)
Background: Head and neck cancer treatment does not yield desired outcomes for all patients. This investigation aimed to explore the feasibility of predicting treatment outcomes from routine pre-treatment magnetic resonance images (MRIs). Radiomics f
Externí odkaz:
https://doaj.org/article/2cb32c2ce8634a9a94f94b8f81770cf4
Autor:
Dhanya Ramachandran, Jonathan P. Tyrer, Stefan Kommoss, Anna DeFazio, Marjorie J. Riggan, AOCS Group, Penelope M. Webb, Peter A. Fasching, Diether Lambrechts, María J. García, Cristina Rodríguez-Antona, Marc T. Goodman, Francesmary Modugno, Kirsten B. Moysich, Beth Y. Karlan, Jenny Lester, Susanne K. Kjaer, Allan Jensen, Estrid Høgdall, Ellen L. Goode, William A. Cliby, Amanika Kumar, Chen Wang, Julie M. Cunningham, Stacey J. Winham, Alvaro N. Monteiro, Joellen M. Schildkraut, Daniel W. Cramer, Kathryn L. Terry, Linda Titus, Line Bjorge, Liv Cecilie Vestrheim Thomsen, OPAL Study Group, Tanja Pejovic, Claus K. Høgdall, Iain A. McNeish, Taymaa May, David G. Huntsman, Jacobus Pfisterer, Ulrich Canzler, Tjoung-Won Park-Simon, Willibald Schröder, Antje Belau, Lars Hanker, Philipp Harter, Jalid Sehouli, Rainer Kimmig, Nikolaus de Gregorio, Barbara Schmalfeldt, Klaus Baumann, Felix Hilpert, Alexander Burges, Boris Winterhoff, Peter Schürmann, Lisa-Marie Speith, Peter Hillemanns, Andrew Berchuck, Sharon E. Johnatty, Susan J. Ramus, Georgia Chenevix-Trench, Paul D. P. Pharoah, Thilo Dörk, Florian Heitz
Publikováno v:
npj Genomic Medicine, Vol 9, Iss 1, Pp 1-12 (2024)
Abstract Survival from ovarian cancer depends on the resection status after primary surgery. We performed genome-wide association analyses for resection status of 7705 ovarian cancer patients, including 4954 with high-grade serous carcinoma (HGSOC),
Externí odkaz:
https://doaj.org/article/ac0253f401c44385bb41f701da028a0c
Publikováno v:
IEEE Access, Vol 12, Pp 122474-122484 (2024)
Pulse width modulation in voltage source inverters with an arbitrary number of phases is analyzed in this paper. The problem is treated as purely algebraic, without any use of space vectors. Regardless of avoiding space vectors, the same results are
Externí odkaz:
https://doaj.org/article/1a9ef650c5734372a593c9959e575650
While the evolution of mobile computing is experiencing a considerable growth, it is at the same time seriously threatened by the limitations of the battery technology, which does not keep pace with the evergrowing increase in energy requirements of
Externí odkaz:
http://arxiv.org/abs/2202.09772
Autor:
Fuhua Xu, Konstantin Bagnjuk, Nuria Marti-Gutierrez, Sathya Srinivasan, Artur Mayerhofer, David Lee, Tanja Pejovic, Shoukhrat Mitalipov, Jing Xu
Publikováno v:
Frontiers in Endocrinology, Vol 15 (2024)
Anti-Müllerian hormone (AMH) is a key paracrine/autocrine factor regulating folliculogenesis in the postnatal ovary. As antral follicles mature to the preovulatory stage, AMH production tends to be limited to cumulus cells. Therefore, the present st
Externí odkaz:
https://doaj.org/article/6428444ba94d44d68e258779a7bf7c03