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Deep learning tools for the cancer clinic: an open-source framework with head and neck contour validation

BACKGROUND: With the rapid growth of deep learning research for medical applications comes the need for clinical personnel to be comfortable and familiar with these techniques. Taking a proven approach, we developed a straightforward open-source framework for producing automatic contours for head an...

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Detalles Bibliográficos
Autores principales: Asbach, John C., Singh, Anurag K., Matott, L. Shawn, Le, Anh H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822676/
https://www.ncbi.nlm.nih.gov/pubmed/35135569
http://dx.doi.org/10.1186/s13014-022-01982-y