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Machine Learning Models to Predict Cognitive Impairment of Rodents Subjected to Space Radiation

This research uses machine-learned computational analyses to predict the cognitive performance impairment of rats induced by irradiation. The experimental data in the analyses is from a rodent model exposed to ≤15 cGy of individual galactic cosmic radiation (GCR) ions: (4)He, (16)O, (28)Si, (48)Ti,...

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Detalles Bibliográficos
Autores principales: Matar, Mona, Gokoglu, Suleyman A., Prelich, Matthew T., Gallo, Christopher A., Iqbal, Asad K., Britten, Richard A., Prabhu, R. K., Myers, Jerry G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473791/
https://www.ncbi.nlm.nih.gov/pubmed/34588962
http://dx.doi.org/10.3389/fnsys.2021.713131