会议论文

Liao, ZF

英文

Lecture Notes in Computer Science

0302-9743

2025

15044

194-208

7th Chinese Conference on Pattern Recognition and Computer Vision

Lecture Notes in Computer Science

OCT 18-20, 2024

Urumqi, PEOPLES R CHINA

[Song, Yucheng;Wang, Jincan;Ge, Yifan;Liao, Zhifang;Lan, Peng] Cent South Univ, Sch Comp Sci & Engn, Changsha, Peoples R China.^[Guo, Jia] Cent South Univ, Xiangya Sch Nursing, Changsha, Peoples R China.^[Li, Lifeng] Univ South China, Affiliated Changsha Cent Hosp, Hengyang Med Sch, Dept Radiol, Changsha, Hunan, Peoples R China.^[Li, Lifeng] Nanchang Univ, Med Imaging Ctr, Affiliated Hosp 1, Nanchang, Jiangxi, Peoples R China.

Lin, Z Cheng, MM He, R Ubul, K Silamu, W Zha, H Zhou, J Liu, CL

152 BEACH ROAD, #21-01/04 GATEWAY EAST, SINGAPORE, 189721, SINGAPORE

SPRINGER-VERLAG SINGAPORE PTE LTD

978-981-97-8495-0; 978-981-97-8496-7

10.1007/978-981-97-8496-7_14

National Natural Science Foundation of China, Regional Science Fund Project [72264037]

本校为其他机构

In recent years, the development of medical imaging technology has transformed imaging solutions from laboratory-based to point-of-care imaging with real-time capabilities. However, these point-of-care devices are often constrained by environmental factors such as ambient light and noise, leading to poor image quality and consequently affecting the diagnostic accuracy of point-of-care devices. Furthermore, due to the need for lightweight models in point-of-care devices, traditional models fail to meet requirements in terms of computational resources, model parameters, and inference time. There...