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

Petros Kalendralis,Samuel M H Luk,Richard Canters,Denis Eyssen,Ana Vaniqui,Cecile Wolfs,Lars Murrer,Wouter van Elmpt,Alan M Kalet,Andre Dekker,Johan van Soest,Rianne Fijten,Catharina M L Zegers,Inigo Bermejo

Frontiers in oncology（2023）

Cited 1|Views37
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Abstract
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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Key words
AI,Bayesian network,plan review,quality assurance,radiotherapy
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