Extensive clinical testing of Deep Learning Segmentation models for thorax and breast cancer radiotherapy planning.
Journal:
Acta oncologica (Stockholm, Sweden)
Published Date:
Nov 7, 2023
Abstract
BACKGROUND: The performance of deep learning segmentation (DLS) models for automatic organ extraction from CT images in the thorax and breast regions was investigated. Furthermore, the readiness and feasibility of integrating DLS into clinical practice were addressed by measuring the potential time savings and dosimetric impact.