Research progresses of domain adaptive methods for medical imaging
10.13929/j.issn.1003-3289.2024.06.029
- VernacularTitle:领域自适应方法用于医学影像研究进展
- Author:
Kejuan YUE
1
;
Jiongxing WU
;
Dong XIE
Author Information
1. 湖南第一师范学院计算机学院,湖南长沙 410205
- Keywords:
machine learning;
diagnostic imaging;
domain adaptation;
domain shift
- From:
Chinese Journal of Medical Imaging Technology
2024;40(6):936-939
- CountryChina
- Language:Chinese
-
Abstract:
Artificial intelligence(AI)can help improve the accuracy and efficiency of medical imaging diagnosis,but training models needs a large amount of image data to be annotated,also faces problems such as domain shift.Using domain adaptive methods can train efficient models based on a small amount of annotated data.The research progresses of domain adaptive methods for medical imaging were reviewed in this article.
