Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 24 August 2021 doi:10.20944/preprints202108.0469.v1 Article A fast lightweight based deep fusion learning for detecting macula fovea using ultra-widefield Fundus images Han Wang 1,2,3, Jie Yang 4,5*, Yaoyang Wu5*, Wencai Du6*, Simon Fong5, Yutong Duan3, Xiaoping Yao7, Xiaoshu Zhou2, Qingqian Li8, Chen Lin9*, Jiang Liu10 and Lina Huang 11* 1 Institute of Data Science, City University of Macau, Macau 999078;
[email protected] 2 School of Computer, Beijing Institute of Technology Zhuhai, China;
[email protected],
[email protected] 3 Zhuhai Institute of Advanced Technology Chinese Academy of Sciences, China 519000; {wanghan, duanyutong}@ziat.ac.cn 4 College of Artificial Intelligence, Chongqing Industry&Trade Polytechnic, China 408000;
[email protected] 5 Faculty of Science and Technology, University of Macau, Macau 999078; {jie.yang, yc07481}@connect.um.edu.mo,
[email protected] 6 University of Saint Joseph, Macau 999078;
[email protected] 7 Union hospital of Fujian Medical University, Fujian, China 353000;
[email protected] 8 Department of Ophthalmology, People's Hospital of Yantian District, Shenzhen, China;
[email protected] 9 Department of Ophthalmology, Shenzhen People's Hospital, Shenzhen, China,
[email protected] 10 Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China;
[email protected] 11 Jinan University Affiliated Shenzhen Aier Eye Hospital, China 518000;
[email protected] * Correspondence: J. Y.,
[email protected]; Y. W.,
[email protected]; W.D.,
[email protected]; C.H.,
[email protected]; L.