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of 5 173
pro vyhledávání: '"A., Shahina"'
In this work, we present a framework that utilizes ontology alignment to improve the learning process of deep learning models. With this approach we show that models fine-tuned using ontologies learn a downstream task at a higher rate with better per
Externí odkaz:
http://arxiv.org/abs/2410.11141
Autor:
Shahina, deBoer, R. J., Gorres, J., Fang, R., Febbraro, M., Kelmar, R., Matney, M., Manukyan, K., Nattress, J. T., Robles, E., Ruland, T. J., King, T. T., Sanchez, A., Sidhu, R. S., Stech, E., Wiescher, M.
Publikováno v:
Phys. Rev. C 110, 015801 (2024)
The interplay between the $^{22}$Ne$(\alpha,\gamma)^{26}$Mg and the competing $^{22}$Ne$(\alpha,n)^{25}$Mg reactions determines the efficiency of the latter as a neutron source at the temperatures of stellar helium burning. In both cases, the rates a
Externí odkaz:
http://arxiv.org/abs/2409.01393
Single source domain generalization (SDG) holds promise for more reliable and consistent image segmentation across real-world clinical settings particularly in the medical domain, where data privacy and acquisition cost constraints often limit the av
Externí odkaz:
http://arxiv.org/abs/2404.01272
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-21 (2024)
Abstract The excessive use of fungicides in agriculture causes challenges like pathogen resistance, soil and water contamination, and potential health risks. Sustainable options like Pseudomonas spp. and yeast are being explored as bioinoculants to p
Externí odkaz:
https://doaj.org/article/9118f83fb3ea454eac6102993ab87dfa
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract Diabetes mellitus is a major worldwide health concern. Diabetes has been associated with a number of adverse mental health conditions including depression, anxiety, and loneliness that can negatively impact diabetes outcomes. This study aime
Externí odkaz:
https://doaj.org/article/09444a50a7d94eba803ba68109f58185
Hybrid volumetric medical image segmentation models, combining the advantages of local convolution and global attention, have recently received considerable attention. While mainly focusing on architectural modifications, most existing hybrid approac
Externí odkaz:
http://arxiv.org/abs/2306.09320
Publikováno v:
ICCBR XCBR '22: 4th Workshop on XCBR: Case-based Reasoning for the Explanation of Intelligent Systems at ICCBR-2022, September, 2022, Nancy, France
AI methods referred to as interpretable are often discredited as inaccurate by supporters of the existence of a trade-off between interpretability and accuracy. In many problem contexts however this trade-off does not hold. This paper discusses a reg
Externí odkaz:
http://arxiv.org/abs/2305.05111
Autor:
Shahina Begum, Eliazar Sabater Cabrera, Oscar Herrera Restrepo, Cindy Burman, Woo-Yun Sohn, Elise Kuylen, Hiral Shah, Zeki Kocaata
Publikováno v:
Infectious Diseases and Therapy, Vol 13, Iss 9, Pp 2001-2015 (2024)
Abstract Introduction Invasive meningococcal disease (IMD) is a severe and life-threatening disease. In the United States (US), vaccine coverage with MenACWY and MenB meningococcal vaccines is suboptimal among adolescents/young adults aged 16–23 ye
Externí odkaz:
https://doaj.org/article/685e8d5d9eb04e7ca817069ca3e6b369
Autor:
Shahina Begum, Oscar Herrera-Restrepo, Catherine Rolland, Sneha Purushotham, Anar Andani, Hiral Shah, Zeki Kocaata
Publikováno v:
Human Vaccines & Immunotherapeutics, Vol 20, Iss 1 (2024)
Vaccination remains the most effective strategy to prevent invasive meningococcal disease (IMD), with MenACWY, MenB and MenABCWY recommended for adolescents/young adults in the United States (US). However, vaccination coverage remains suboptimal, whi
Externí odkaz:
https://doaj.org/article/0e8842964ca9405da11787b62d21403e
Autor:
Pardhan, Shahina1,2 (AUTHOR), Siddique, Abu Bakkar3,4 (AUTHOR), Motahara, Umma3 (AUTHOR), Islam, Md. Saiful3,4 (AUTHOR) islam.msaiful@outlook.com
Publikováno v:
Scientific Reports. 10/24/2024, Vol. 14 Issue 1, p1-10. 10p.