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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Detaylı Bibliyografya
Asıl Yazarlar: Mary Feng, Gilmer Valdes, Nayha Dixit, Timothy D. Solberg
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2018-04-01
Seri Bilgileri:Frontiers in Oncology
Konular:
machine learning
radiation oncology
big data
predictive models
process improvement
Online Erişim:http://journal.frontiersin.org/article/10.3389/fonc.2018.00110/full
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