Xenobiotica; the fate of foreign compounds in biological systemsAnimalsMachine LearningCrack CocaineRatsMale
Use of a machine learning approach to estimate pathobiological effects of crack cocaine administration in rats.
Daniel Vitor de Souza, Barbara Dos Anjos Rosario, Gabriel Carvalhal de Aguiar, Lorrany da Silva Avanci, Odair Aguiar, Milena de Barros Viana, Patricia Ramos Cury, Gustavo Fonseca, Daniel Araki Ribeiro
Published: 202510.1080/00498254.2025.2582125
Abstract
This study aimed to apply a machine learning workflow to identify the most relevant biological parameters for predicting both the dose and the route of crack cocaine administration.Seventeen variables were evaluated in rats exposed to different doses…
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