Publications by authors named "Morgane Durand"
Radiother Oncol
December 2022
Article Synopsis
- - The study aimed to evaluate the effectiveness of both four atlas-based and two deep learning methods for automatically segmenting organs-at-risk in head-and-neck treatments.
- - Results showed that deep learning algorithms generally outperformed atlas-based methods in accuracy, although one hybrid atlas-based approach sometimes matched the best performance of the deep learning algorithms.
- - While deep learning methods were faster and more efficient for manual corrections, significant dose differences were mostly noticed when organs were close to treatment targets, indicating careful consideration needed in contour placement.
