Knowledge-based versus deep learning based treatment planning for breast radiotherapy
Background and Purpose: To improve radiotherapy (RT) planning efficiency and plan quality, knowledge-based planning (KBP) and deep learning (DL) solutions have been developed. We aimed to make a direct comparison of these models for breast cancer planning using the same training, validation, and tes...
Main Authors: | , , , , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2024-01-01
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Series: | Physics and Imaging in Radiation Oncology |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2405631624000095 |