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Vythos app tutorial

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A presentation by Nikoletta-Maria Koutroumpa
Vythos, is a web-application developed using R and shiny package, that hosts four predictive models for the estimation of toxicity indices. Interested users can upload a set of engineered nanomaterials (ENMs) with known properties and unknown toxicity and acquire reliable predictions. Vythos incorporates the concepts of grouping, read-across and optimization through the solution of a Mixed Integer Linear Programming (MILP) problem.
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Background photo by Photo by Shapelined on Unsplash
Vythos, is a web-application developed using R and shiny package, that hosts four predictive models for the estimation of toxicity indices. Interested users can upload a set of engineered nanomaterials (ENMs) with known properties and unknown toxicity and acquire reliable predictions. Vythos incorporates the concepts of grouping, read-across and optimization through the solution of a Mixed Integer Linear Programming (MILP) problem.
Relevant publication:
Datasets:
Background photo by Photo by Shapelined on Unsplash