Zobrazeno 1 - 10
of 957
pro vyhledávání: '"Ogonowski, A A"'
Autor:
Ogonowski, Aleksander, Żebrowski, Michał, Ćwiek, Arkadiusz, Jarosiewicz, Tobiasz, Klimaszewski, Konrad, Padee, Adam, Wasiuk, Piotr, Wójcik, Michał
Most of the intrusion detection methods in computer networks are based on traffic flow characteristics. However, this approach may not fully exploit the potential of deep learning algorithms to directly extract features and patterns from raw packets.
Externí odkaz:
http://arxiv.org/abs/2407.17339
Publikováno v:
Machine Graphics and Vision, 32(3/4), 107-124 (2023)
The availability of training data is one of the main limitations in deep learning applications for medical imaging. Data augmentation is a popular approach to overcome this problem. A new approach is a Machine Learning based augmentation, in particul
Externí odkaz:
http://arxiv.org/abs/2401.14705
Autor:
Ogonowski, Piotr
Publikováno v:
Front. Phys. 11:1264925 (2023)
By developing the previously proposed method of combining continuum mechanics with Einstein Field Equations, it has been shown that the classic relativistic description, curvilinear description, and quantum description of the physical system may be r
Externí odkaz:
http://arxiv.org/abs/2306.14906
Publikováno v:
AIP Conf. Proc. 3061, 030001 (2024)
The biggest challenge in the application of deep learning to the medical domain is the availability of training data. Data augmentation is a typical methodology used in machine learning when confronted with a limited data set. In a classical approach
Externí odkaz:
http://arxiv.org/abs/2304.09067
Autor:
Santiago Diaz-Torres, Samantha Sze-Yee Lee, Natalia S. Ogonowski, David A. Mackey, Stuart MacGregor, Puya Gharahkhani, Miguel E. Renteria
Publikováno v:
Acta Neuropathologica Communications, Vol 12, Iss 1, Pp 1-9 (2024)
Abstract Background Optical coherence tomography (OCT) is a non-invasive technique to measure retinal layer thickness, providing insights into retinal ganglion cell integrity. Studies have shown reduced retinal nerve fibre layer (RNFL) and ganglion c
Externí odkaz:
https://doaj.org/article/741f7123d4da481aadf4ff10a2965ac2
Autor:
Ogonowski, Piotr
Publikováno v:
International Journal of Modern Physics D 32.03 (2023): 2350010
The article proposes an amendment to the relativistic continuum mechanics which introduces the relationship between density tensors and the curvature of spacetime. The resulting formulation of a symmetric stress-energy tensor for a system with an ele
Externí odkaz:
http://arxiv.org/abs/2212.13113
Autor:
Natalia S. Ogonowski, Luis M. García-Marín, Amali S. Fernando, Victor Flores-Ocampo, Miguel E. Rentería
Publikováno v:
Translational Psychiatry, Vol 14, Iss 1, Pp 1-8 (2024)
Abstract Most patients with late-onset neurodegenerative diseases such as Alzheimer’s and Parkinson’s have a complex aetiology resulting from numerous genetic risk variants of small effects located across the genome, environmental factors, and th
Externí odkaz:
https://doaj.org/article/6216d96a44614643ab87facaddf98acb
Autor:
Mbavhalelo C. Molewa, Agata Ogonowski-Bizos, Mariska Els, Cheryl M. Birtles, Molebogeng C. Kolojane
Publikováno v:
Southern African Journal of Infectious Diseases, Vol 39, Iss 1, Pp e1-e7 (2024)
Background: Necrotising fasciitis (NF) is a fulminant soft tissue infection that requires timely diagnosis, urgent surgical debridement, and appropriate antimicrobial therapy. The choice of empiric antimicrobial therapy depends on the microorganisms
Externí odkaz:
https://doaj.org/article/0c2621d482e046758f163aad1e3f0c7c
Autor:
Biecek, Przemysław, Chlebus, Marcin, Gajda, Janusz, Gosiewska, Alicja, Kozak, Anna, Ogonowski, Dominik, Sztachelski, Jakub, Wojewnik, Piotr
Rapid development of advanced modelling techniques gives an opportunity to develop tools that are more and more accurate. However as usually, everything comes with a price and in this case, the price to pay is to loose interpretability of a model whi
Externí odkaz:
http://arxiv.org/abs/2104.06735
Publikováno v:
Environmental DNA, Vol 5, Iss 4, Pp 750-765 (2023)
Abstract Support for eDNA as a quantitative monitoring tool is growing worldwide. Despite advances, there are still uncertainties regarding the representability of the eDNA signal over varying spatiotemporal scales, the influence of abiotic forcing,
Externí odkaz:
https://doaj.org/article/91f2a75f886f4f8d9881012c55709bb9