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...
Saved in:
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: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2772941924000681 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
GAN-based pseudo random number generation optimized through genetic algorithms
by: Xuguang Wu, et al.
Published: (2024-11-01) -
HyperGAN: A Hyperspectral Image Fusion Approach Based on Generative Adversarial Networks
by: Jing Wang, et al.
Published: (2024-11-01) -
Enhancing adversarial transferability with local transformation
by: Yang Zhang, et al.
Published: (2024-11-01) -
The GAN Spatiotemporal Fusion Model Based on Multiscale Convolution and Attention Mechanism for Remote Sensing Images
by: Youping Xie, et al.
Published: (2025-01-01) -
Improvement of Classification Results of Convolutional Neural Networks Using Various Gan-Based Augmentation Techniques
by: Kališková Lenka, et al.
Published: (2024-12-01)