Customizable landmark-based field aperture design for automated whole-brain radiotherapy treatment planning.

Yao Xiao,Carlos Cardenas,Dong Joo Rhee,Tucker Netherton,Lifei Zhang,Callistus Nguyen,Raphael Douglas,Raymond Mumme, Stephen Skett,Tina Patel,Chris Trauernicht,Caroline Chung,Hannah Simonds,Ajay Aggarwal,Laurence Court

JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS（2023）

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摘要

This study provided an automated pipeline with two field aperture generation approaches to automatically generate WBRT treatment plans. Both quantitative and qualitative evaluations demonstrated that our novel pipeline was comparable with the original clinical plans.

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关键词

automation,customizable field aperture,deep learning,whole-brain radiotherapy

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