Application of edge computing in pathological image recognition
10.3969/j.issn.1005-202X.2025.03.008
- VernacularTitle:边缘计算在病理图像识别方向的应用
- Author:
Tao SUN
1
;
Shuhao WANG
;
Wei WANG
Author Information
1. 北京交通大学计算机与信息技术学院,北京 100080
- Publication Type:Journal Article
- Keywords:
edge computing;
pathological image;
deep learning
- From:
Chinese Journal of Medical Physics
2025;42(3):328-335
- CountryChina
- Language:Chinese
-
Abstract:
Pathology images,being an essential part of medical imaging,are critical for early diagnosis of diseases such as cancer.The study introduces edge computing into pathology image research,and presents an edge inference solution for medical pathological image recognition and analysis,aiming to leverage the advantages of edge computing and combine with deep learning methods to achieve real-time pathology image detection.Experimental results show that the solution protects patient privacy well,improves the efficiency and real time of medical image processing,and greatly reduces costs,demonstrating that it has high practical application value and can provide more and efficient accurate support for medical diagnosis and treatment.
