Non-linearity of Metabolic Pathways Critically Influences the Choice of Machine Learning Model

The use of machine learning (ML) in life sciences has gained wide interest over the past years, as it speeds up the development of high performing models. Important modeling tools in biology have proven their worth for pathway design, such as mechanistic models and metabolic networks, as they allow...

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Detalles Bibliográficos
Autores principales: Lo-Thong-Viramoutou, Ophélie, Charton, Philippe, Cadet, Xavier F., Grondin-Perez, Brigitte, Saavedra, Emma, Damour, Cédric, Cadet, Frédéric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226554/
https://www.ncbi.nlm.nih.gov/pubmed/35757298
http://dx.doi.org/10.3389/frai.2022.744755

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226554/
https://www.ncbi.nlm.nih.gov/pubmed/35757298
http://dx.doi.org/10.3389/frai.2022.744755

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