Deep learning‐based auto‐contouring for organs at risk in three‐dimensional image‐guided brachytherapy for cervical cancer and endometrial cancer | Synapse
April 12, 2026Open Access
Deep learning‐based auto‐contouring for organs at risk in three‐dimensional image‐guided brachytherapy for cervical cancer and endometrial cancer
Puntos clave
This research aims to develop a deep learning model for auto-contouring organs at risk in brachytherapy for cervical and endometrial cancer.
Developed a deep learning model for image analysis in brachytherapy applications.
Tested the model on cases involving interstitial needles used in treatment planning.
The deep learning model showed promising accuracy in auto-contouring.
It has the potential to enhance the efficiency of the treatment planning workflow.
Resumen
The proposed deep learning model demonstrated potential for application in cases involving interstitial needles and may contribute to improving the efficiency of the treatment planning workflow.