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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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Detalles Bibliográficos
Autores principales: Feng, Mary, Valdes, Gilmer, Dixit, Nayha, Solberg, Timothy D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5913324/
https://www.ncbi.nlm.nih.gov/pubmed/29719815
http://dx.doi.org/10.3389/fonc.2018.00110