Automated Intensity Modulated Radiation Therapy Treatment Planning for Cervical Cancer Based on Convolution Neural Network

PURPOSE: To develop and evaluate an automatic intensity-modulated radiation therapy (IMRT) program for cervical cancer, including a Convolution Neural Network (CNN)-based prediction model and an automated optimization strategy. METHODS: A CNN deep learning model was trained to predict a patient-spec...

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Detalles Bibliográficos
Autores principales: Jihong, Chen, Penggang, Bai, Xiuchun, Zhang, Kaiqiang, Chen, Wenjuan, Chen, Yitao, Dai, Jiewei, Qian, Kerun, Quan, Jing, Zhong, Tianming, Wu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7543127/
https://www.ncbi.nlm.nih.gov/pubmed/33016230
http://dx.doi.org/10.1177/1533033820957002

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