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

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: 4He, 16O, 28Si, 48Ti, or 56Fe,...

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Bibliographic Details
Main Authors: Mona Matar, Suleyman A. Gokoglu, Matthew T. Prelich, Christopher A. Gallo, Asad K. Iqbal, Richard A. Britten, R. K. Prabhu, Jerry G. Myers
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Systems Neuroscience
Subjects:
space radiation
radiation research
behavioral decrement
cognitive impairment
impairment prediction
rodent studies
Online Access:https://www.frontiersin.org/articles/10.3389/fnsys.2021.713131/full

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