Ventricular segmentation algorithm for echocardiography based on transfer learning and GAN

Ventricular segmentation algorithm for echocardiography based on transfer learning and GAN

With the swift progression of computer technology, utilizing deep learning for left ventricular image segmentation in echocardiography is of great significance for automated cardiac function assessment. In this study, a left ventricular segmentation algorithm for echocardiography based on transfer l...

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Bibliographic Details
Main Authors: Jin Wang, Xiaoning Bo, Guoqin Li, Yanli Tan
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Systems and Soft Computing
Subjects:
Transfer learning
Generative adversarial networks
Echocardiography
Attention mechanism
Neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2772941924000681

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http://www.sciencedirect.com/science/article/pii/S2772941924000681

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