Zobrazeno 1 - 10
of 501
pro vyhledávání: '"Gonzalez, Guadalupe"'
With the increasing use of Graph Neural Networks (GNNs) in critical real-world applications, several post hoc explanation methods have been proposed to understand their predictions. However, there has been no work in generating explanations on the fl
Externí odkaz:
http://arxiv.org/abs/2211.16731
Network embedding (NE) approaches have emerged as a predominant technique to represent complex networks and have benefited numerous tasks. However, most NE approaches rely on a homophily assumption to learn embeddings with the guidance of supervisory
Externí odkaz:
http://arxiv.org/abs/2203.10866
Publikováno v:
In Cell Systems 19 June 2024 15(6):488-496
Autor:
Ibáñez, Carlos A., Correa, Francisco, Lira-León, Gabriela, Reyes-Castro, Luis A., Roldán, Francisco Javier, Silva-Palacios, Alejandro, Buelna-Chontal, Mabel, Rodríguez-González, Guadalupe L., Nathanielsz, Peter W., Zazueta, Cecilia, Zambrano, Elena
Publikováno v:
In Archives of Medical Research April 2024 55(3)
Recent research efforts have shown the possibility to discover anticancer drug-like molecules in food from their effect on protein-protein interaction networks, opening a potential pathway to disease-beating diet design. We formulate this task as a g
Externí odkaz:
http://arxiv.org/abs/2001.05724
Autor:
Orozco-Hernández, José Manuel, Elizalde-Velázquez, Gustavo Axel, Gómez-Oliván, Leobardo Manuel, Santamaría-González, Guadalupe Ofelia, Rosales-Pérez, Karina Elisa, García-Medina, Sandra, Galar-Martínez, Marcela, Juan-Reyes, Nely San
Publikováno v:
In Science of the Total Environment 20 December 2023 905
Akademický článek
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Autor:
Frasca, Fabrizio, Galeano, Diego, Gonzalez, Guadalupe, Laponogov, Ivan, Veselkov, Kirill, Paccanaro, Alberto, Bronstein, Michael M.
Drug repositioning is an attractive cost-efficient strategy for the development of treatments for human diseases. Here, we propose an interpretable model that learns disease self-representations for drug repositioning. Our self-representation model r
Externí odkaz:
http://arxiv.org/abs/1909.06609
Autor:
Southern, Joshua1 (AUTHOR), Gonzalez, Guadalupe1,2 (AUTHOR), Borgas, Pia3 (AUTHOR), Poynter, Liam4 (AUTHOR), Laponogov, Ivan4 (AUTHOR), Zhong, Yoyo4 (AUTHOR), Mirnezami, Reza5 (AUTHOR), Veselkov, Dennis1 (AUTHOR), Bronstein, Michael6 (AUTHOR), Veselkov, Kirill2,7 (AUTHOR) kirill.veselkov04@imperial.ac.uk
Publikováno v:
Scientific Reports. 11/18/2023, Vol. 13 Issue 1, p1-9. 9p.
Autor:
Cantero-González, Guadalupe, Alvarenga, Nelson, Florentín-Pavía, Marcos M., Gonzalez-Maldonado, Pamela, Sotelo, Pablo H.
Publikováno v:
In Journal of Ethnopharmacology 1 March 2023 303