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A genetic algorithm for variable selection in logistic regression analysis of radiotherapy treatment outcomes

A given outcome of radiotherapy treatment can be modeled by analyzing its correlation with a combination of dosimetric, physiological, biological, and clinical factors, through a logistic regression fit of a large patient population. The quality of the fit is measured by the combination of the predi...

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Detalhes bibliográficos
Main Authors: Gayou, Olivier, Das, Shiva K., Zhou, Su-Min, Marks, Lawrence B., Parda, David S., Miften, Moyed
Formato: Artigo
Idioma:Inglês
Publicado em: American Association of Physicists in Medicine 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2673619/
https://ncbi.nlm.nih.gov/pubmed/19175102
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.3005974
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