Deep Learning-Based Quality Assurance for Auto-Segmentation Masks in Radiotherapy

B. Wang,M. Dohopolski, M.H. Lin, J. Wu,T. Bai,D. Nguyen,X. Wang,S.B. Jiang

International journal of radiation oncology, biology, physics（2023）

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摘要

This study provides a valuable tool for clinicians in making quick decisions on the acceptance, rejection, or revision of auto-segmented masks during the radiation therapy planning process by providing quantitative results on predicted DSC and associated uncertainties.

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关键词

radiotherapy,learning-based,auto-segmentation

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