Synthesis of Prostate MR Images for Classification Using Capsule Network-Based GAN Model

Prostate cancer remains a major health concern among elderly men. Deep learning is a state-of-the-art technique for MR image-based prostate cancer diagnosis, but one of major bottlenecks is the severe lack of annotated MR images. The traditional and Generative Adversarial Network (GAN)-based data au...

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Bibliographic Details
Main Authors: Houqiang Yu, Xuming Zhang
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
GAN
Online Access:https://www.mdpi.com/1424-8220/20/20/5736