GSDA: Generative adversarial network-based semi-supervised data augmentation for ultrasound image classification

Medical Ultrasound (US) is one of the most widely used imaging modalities in clinical practice, but its usage presents unique challenges such as variable imaging quality. Deep Learning (DL) models can serve as advanced medical US image analysis tools, but their performance is greatly limited by the...

Full description

Bibliographic Details
Main Authors: Zhaoshan Liu, Qiujie Lv, Chau Hung Lee, Lei Shen
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023067932