Weakly supervised training for eye fundus lesion segmentation in patients with diabetic retinopathy

Mathematical Biosciences and Engineering

Jiayang Chen¹  Guangmin Sun²  Yu Li²  Meilong Zhu²  Xiaorong Zhu³  Jinkui Yang³ 

[1] 1. Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China 2. School of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China;1. Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China;3. Beijing Tongren Hospital, Beijing 100730, China 4. Beijing Institute of Diabetes Research, Beijing 100730, China;

关键词: diabetic retinopathy;    deep learning;    fundus image;    lesion segmentation;    weak supervision;   

DOI  :  10.3934/mbe.2022248

来源: DOAJ

【 授权许可】

Unknown