Zobrazeno 1 - 10
of 123
pro vyhledávání: '"sparse partial least squares"'
Autor:
Jordan M. Wilkins, Oleksandr Gakh, Yong Guo, Bogdan Popescu, Nathan P. Staff, Claudia F. Lucchinetti
Publikováno v:
Frontiers in Cellular Neuroscience, Vol 17 (2023)
Multiple sclerosis (MS) is the leading cause of non-traumatic disability in young adults. New avenues are needed to help predict individuals at risk for developing MS and aid in diagnosis, prognosis, and outcome of therapeutic treatments. Previously,
Externí odkaz:
https://doaj.org/article/c15759d936414759a19bd91d3a62f83f
Publikováno v:
BMC Genomics, Vol 23, Iss 1, Pp 1-11 (2022)
Abstract Background The identification of gene regulatory networks (GRNs) facilitates the understanding of the underlying molecular mechanism of various biological processes and complex diseases. With the availability of single-cell RNA sequencing da
Externí odkaz:
https://doaj.org/article/5aee94815f1546199d1ca074aa83cee8
Autor:
Hyeonwoo Kim, Ji Eun Na, Sangsoo Kim, Tae-Oh Kim, Soo-Kyung Park, Chil-Woo Lee, Kyeong Ok Kim, Geom-Seog Seo, Min Suk Kim, Jae Myung Cha, Ja Seol Koo, Dong-Il Park
Publikováno v:
Microorganisms, Vol 12, Iss 1, p 36 (2023)
Recent research has demonstrated the potential of fecal microbiome analysis using machine learning (ML) in the diagnosis of inflammatory bowel disease (IBD), mainly Crohn’s disease (CD) and ulcerative colitis (UC). This study employed the sparse pa
Externí odkaz:
https://doaj.org/article/d1762989450046988efcad0ce157c7b8
Akademický článek
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Publikováno v:
Frontiers in Big Data, Vol 4 (2021)
Fitting Cox models in a big data context -on a massive scale in terms of volume, intensity, and complexity exceeding the capacity of usual analytic tools-is often challenging. If some data are missing, it is even more difficult. We proposed algorithm
Externí odkaz:
https://doaj.org/article/83383eefe4a84d28b3180d2ea5259ffc
Autor:
Henrike Krüger-Haker, Xing Ji, Alexander Bartel, Andrea T. Feßler, Dennis Hanke, Nansong Jiang, Karsten Tedin, Sven Maurischat, Yang Wang, Congming Wu, Stefan Schwarz
Publikováno v:
Microorganisms, Vol 10, Iss 11, p 2116 (2022)
Livestock-associated methicillin-resistant Staphylococcus aureus (LA-MRSA) is an important zoonotic pathogen, often multi-resistant to antimicrobial agents. Among swine, LA-MRSA of clonal complex (CC) 398 dominates in Europe, Australia and the Americ
Externí odkaz:
https://doaj.org/article/22668158d0b74e69a87ef33557d4de2f
Akademický článek
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Publikováno v:
Frontiers in Applied Mathematics and Statistics, Vol 7 (2021)
Methods based on partial least squares (PLS) regression, which has recently gained much attention in the analysis of high-dimensional genomic datasets, have been developed since the early 2000s for performing variable selection. Most of these techniq
Externí odkaz:
https://doaj.org/article/0a8ab28962a346b5bc74e0bb4189d93c
Publikováno v:
Remote Sensing, Vol 13, Iss 21, p 4314 (2021)
Global food security is critical to eliminating hunger and malnutrition. In the changing climate, farmers in developing countries must adopt technologies and farming practices such as precision agriculture (PA). PA-based approaches enable farmers to
Externí odkaz:
https://doaj.org/article/1d0f43eba98e4faeaf3197843d31814e
Autor:
Bukar, Ali M., Ugail, Hassan
Yes
Automatic facial age progression (AFAP) has been an active area of research in recent years. This is due to its numerous applications which include searching for missing. This study presents a new method of AFAP. Here, we use an Active Appea
Automatic facial age progression (AFAP) has been an active area of research in recent years. This is due to its numerous applications which include searching for missing. This study presents a new method of AFAP. Here, we use an Active Appea
Externí odkaz:
http://hdl.handle.net/10454/11702