Use of Receiver Operating Curve Analysis and Machine Learning With an Independent Dose Calculation System Reduces the Number of Physical Dose Measurements Required for Patient-Specific Quality Assurance

PURPOSE: Our purpose was to assess the use of machine learning methods and Mobius 3D (M3D) dose calculation software to reduce the number of physical ion chamber (IC) dose measurements required for patient-specific quality assurance during corona virus disease 2019. METHODS AND MATERIALS: In this st...

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Detalles Bibliográficos
Autores principales: Hasse, K., Scholey, J., Ziemer, B.P., Natsuaki, Y., Morin, O., Solberg, T.D., Hirata, E., Valdes, G., Witztum, A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier, Inc 2021
Materias:
Physics Contribution
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758537/
https://www.ncbi.nlm.nih.gov/pubmed/33197530
http://dx.doi.org/10.1016/j.ijrobp.2020.10.035

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