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Machine Learning in Radiation Oncology: Opportunities, Requirements, and Needs

Machine learning (ML) has the potential to revolutionize the field of radiation oncology, but there is much work to be done. In this article, we approach the radiotherapy process from a workflow perspective, identifying specific areas where a data-centric approach using ML could improve the quality...

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Detalhes bibliográficos
Publicado no:Front Oncol
Main Authors: Feng, Mary, Valdes, Gilmer, Dixit, Nayha, Solberg, Timothy D.
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5913324/
https://ncbi.nlm.nih.gov/pubmed/29719815
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fonc.2018.00110
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