DCNN-based prediction model for detection of age-related macular degeneration from color fundus images

被引:0
作者
Rivu Chakraborty
Ankita Pramanik
机构
[1] Indian Institute of Engineering Science And Technology,
来源
Medical & Biological Engineering & Computing | 2022年 / 60卷
关键词
Age-related macular degeneration; Retinal image analysis; Color fundus image; Deep learning; Convolutional neural network;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1431 / 1448
页数:17
相关论文
共 181 条
[1]  
Bressler NM(2004)Age-related macular degeneration is the leading cause of blindness Jama 291 1900-1901
[2]  
Bressler NM(2003)Potential public health impact of age-related eye disease study results: Areds report no. 11 Archives of ophthalmology (Chicago, Ill.: 1960) 121 1621-1624
[3]  
Bressler SB(2010)Retinal imaging and image analysis IEEE Reviews in Biomedical Engineering 3 169-208
[4]  
Congdon NG(2015)The burden of disease in older people and implications for health policy and practice The Lancet 385 549-562
[5]  
Friedman D(2008)Age-related macular degeneration New England Journal of Medicine 358 2606-2617
[6]  
Klein R(2012)Age-related macular degeneration The Lancet 379 1728-1738
[7]  
Lindblad A(2019)Deep learning in medical image analysis: a third eye for doctors Journal of Stomatology, Oral and Maxillofacial Surgery 120 279-288
[8]  
Milton R(1973)Drusen and disciform macular detachment and degeneration Archives of Ophthalmology 90 206-217
[9]  
Seddon J(1995)An international classification and grading system for age-related maculopathy and age-related macular degeneration Survey of Ophthalmology 39 367-374
[10]  
Abràmoff MD(2004)Distinctive image features from scale-invariant keypoints International Journal of Computer Vision 60 91-110