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Dose Prediction with Deep Learning for Prostate Cancer Radiation Therapy: Model adaptation to Different Treatment Planning Practices

PURPOSE: This work aims to study the generalizability of a pre-developed deep learning (DL) dose prediction model for volumetric modulated arc therapy (VMAT) for prostate cancer and to adapt the model, via transfer learning with minimal input data, to three different internal treatment planning styl...

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Detalhes bibliográficos
Publicado no:Radiother Oncol
Main Authors: Kandalan, Roya Norouzi, Nguyen, Dan, Rezaeian, Nima Hassan, Barragán-Montero, Ana M, Breedveld, Sebastiaan, Namuduri, Kamesh, Jiang, Steve, Lin, Mu-Han
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7908143/
https://ncbi.nlm.nih.gov/pubmed/33098927
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.radonc.2020.10.027
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