Training, validation, and clinical implementation of a deep-learning segmentation model for radiotherapy of loco-regional breast cancer

Sigrun Saur Almberg,Christoffer Lervåg,Jomar Frengen, Monica Eidem,Tatiana Mikhailovna Abramova, Cecilie Soma Nordstrand,Mirjam Delange Alsaker,Hanne Tøndel,Sunil Xavier Raj,Anne Dybdahl Wanderås

Radiotherapy and Oncology（2022）

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摘要

•A comprehensive AI segmentation model for breast cancer was trained and validated.•Clinical applicability is shown, with potential for increased efficiency and consistency.•Convincing validation results led to the decision of clinical implementation.

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关键词

Auto-segmentation,Deep learning,Artificial intelligence,Radiation therapy,Breast cancer

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