Application of edge computing in pathological image recognition(PDF)
《中国医学物理学杂志》[ISSN:1005-202X/CN:44-1351/R]
- Issue:
- 2025年第3期
- Page:
- 328-335
- Research Field:
- 医学影像物理
- Publishing date:
Info
- Title:
- Application of edge computing in pathological image recognition
- Author(s):
- SUN Tao1; WANG Shuhao2; WANG Wei2
- 1. School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100080, China; 2. Thorough Lab, Beijing Thorough Future Technology Co., Ltd, Beijing 100080, China
- Keywords:
- edge computing; pathological image; deep learning
- PACS:
- R318TP3-05
- DOI:
- 10.3969/j.issn.1005-202X.2025.03.008
- 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.
Last Update: 2025-03-27