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Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes

Although reinforcement learning (RL) is suitable for highly uncertain systems, the applicability of this class of algorithms to medical treatment may be limited by the patient variability which dictates individualised tuning for their usually multiple algorithmic parameters. This study explores the...

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Detalles Bibliográficos
Publicado en:PLoS One
Main Authors: Daskalaki, Elena, Diem, Peter, Mougiakakou, Stavroula G.
Formato: Artigo
Idioma:Inglês
Publicado: Public Library of Science 2016
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4956312/
https://ncbi.nlm.nih.gov/pubmed/27441367
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0158722
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