Automatic detection of brachytherapy seeds in 3D ultrasound images using a convolutional neural network

Maryam Golshan
Maryam Golshan
Davood Karimi
Davood Karimi
Sara Mahdavi
Sara Mahdavi
Michael Peacock
Michael Peacock

Physics in medicine and biology, 2019.

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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

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