Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic Magnetic Resonance Imaging Using Mask Region-Based Convolutional Neural Networks

Purpose: Accurate delineation of the prostate gland and intraprostatic lesions (ILs) is essential for prostate cancer dose-escalated radiation therapy. The aim of this study was to develop a sophisticated deep neural network approach to magnetic resonance image analysis that will help IL detection a...

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Bibliographic Details
Main Authors: Zhenzhen Dai, MS, Eric Carver, PhD, Chang Liu, PhD, Joon Lee, MD, Aharon Feldman, MD, Weiwei Zong, PhD, Milan Pantelic, MD, Mohamed Elshaikh, MD, Ning Wen, PhD
Format: Article
Language:English
Published: Elsevier 2020-05-01
Series:Advances in Radiation Oncology
Online Access:http://www.sciencedirect.com/science/article/pii/S245210942030021X