Automatic quality assurance of radiotherapy treatment plans using Bayesian networks: A multi-institutional study.

Frontiers in oncology(2023)

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摘要
We have developed and validated a Bayesian network model to assist initial treatment plan review using multi-institutional data with different technology and clinical practices. The model has shown good performance even when trained on data from clinics with divergent profiles, suggesting that the model is able to adapt to different data distributions.
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关键词
AI,Bayesian network,plan review,quality assurance,radiotherapy
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