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

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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Bibliographic Details
Main Authors: Chen Jihong PhD, Bai Penggang MSc, Zhang Xiuchun BSc, Chen Kaiqiang MSc, Chen Wenjuan MD, PhD, Dai Yitao BSc, Qian Jiewei MSc, Quan Kerun MSc, Zhong Jing MD, PhD, Wu Tianming PhD
Format: Article
Language:English
Published: SAGE Publishing 2020-10-01
Series:Technology in Cancer Research & Treatment
Online Access:https://doi.org/10.1177/1533033820957002

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https://doi.org/10.1177/1533033820957002

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