Automatic detection of brachytherapy seeds in 3D ultrasound images using a convolutional neural network
Physics in medicine and biology, 2019.
WOS
Keywords:
3D ultrasound imagingbrachytherapy seedconvolutional neural network (CNN)prostate brachytherapy
Abstract:
A novel approach for automatic localization of brachytherapy seeds in 3D Transrectal Ultrasound (TRUS) images, using machine learning based algorithm, is presented. 3D radiofrequency ultrasound signals were collected from 13 patients using the linear array of the TRUS probe during the brachytherapy procedure in which needles are used for ...More
Code:
Data:
Tags
Comments