Does a CNN-based autosegmentation method enable accurate delineation of the SAN and AVN for dosimetric assessment in right-sided breast cancer patients during IMRT?
Right-sided breast cancer (BC) patients undergoing intensity-modulated radiation therapy (IMRT)
CNN-based autosegmentation method for the sinoatrial node (SAN) and atrioventricular node (AVN)
Accurate and efficient delineation of the SAN and AVN for dosimetric assessmentsurrogate
A CNN-based autosegmentation method accurately delineates the cardiac conduction system, facilitating reliable assessment of radiation exposure to the SAN and AVN in breast cancer patients.
The SAN receives substantial irradiation in right-sided BC patients during IMRT, and RA dose strongly correlates with conduction node doses, suggesting its potential as a clinical surrogate. The CNN-based autosegmentation method enables accurate and efficient delineation of the SAN and AVN, facilitating reliable dosimetric assessment in clinical practice.
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Y. S. ZHANG
Xuemei Han
Zifeng Chi
Frontiers in Oncology
Hebei Medical University
Fourth Hospital of Hebei Medical University
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ZHANG et al. (Thu,) studied this question.
www.synapsesocial.com/papers/69a75cfdc6e9836116a265a5 — DOI: https://doi.org/10.3389/fonc.2026.1734696