Clinical Enhancement in AI-Based Post-processed Fast-Scan Low-Dose CBCT for Head and Neck Adaptive Radiotherapy

Purpose: To assess image quality and uncertainty in organ-at-risk segmentation on cone beam computed tomography (CBCT) enhanced by deep-learning convolutional neural network (DCNN) for head and neck cancer. Methods: An in-house DCNN was trained using forty post-operative head and neck cancer patient...

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Bibliografiske detaljer
Udgivet i:Front Artif Intell
Main Authors: Chen, Wen, Li, Yimin, Yuan, Nimu, Qi, Jinyi, Dyer, Brandon A., Sensoy, Levent, Benedict, Stanley H., Shang, Lu, Rao, Shyam, Rong, Yi
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2021
Fag:
Artificial Intelligence
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7904899/
https://ncbi.nlm.nih.gov/pubmed/33733226
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frai.2020.614384
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