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...
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 |
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Format: | Article |
Language: | English |
Published: |
SAGE Publishing
2020-10-01
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Series: | Technology in Cancer Research & Treatment |
Online Access: | https://doi.org/10.1177/1533033820957002 |
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