Automated detection of changes in sequential color ocular fundus images

1998 ◽  
Author(s):  
Satoshi Sakuma ◽  
Tadashi Nakanishi ◽  
Yasuko Takahashi ◽  
Yuichi Fujino ◽  
Tetsuro Tsubouchi ◽  
...  
Keyword(s):  
Automated Detection ◽  
Fundus Images ◽  
Ocular Fundus

scholarly journals Synthesis of neural network structure for the analysis of complex structured ocular fundus images

2021 ◽  
pp. 1-12
Author(s):  
Aslan Tatarkanov ◽  
Islam Alexandrov ◽  
Rasul Glashev
Keyword(s):  
Neural Network ◽  
Human Factor ◽  
Negative Impact ◽  
Medical Decision ◽  
Fundus Images ◽  
Ocular Fundus ◽  
Neural Network Structure ◽  
Ocular Diagnostics ◽  
Low Entropy ◽  
Domestic Medical

This paper proposes an algorithm for synthesizing a neural network (NN) structure to analyze complex structured, low entropy, ocular fundus images, characterized by iterative tuning of the adaptive model’s solver modules. This algorithm will assist in synthesizing models of NNs that meet the predetermined characteristics of the classification quality. The relevance of automating the process of ocular diagnostics of fundus pathologies is due to the need to develop domestic medical decision-making systems. Because of using the developed algorithm, the NN structure is synthesized, which will include two solver modules, and is intended to classify the dual-alternative information. Automated hybrid NN structures for intelligent segmentation of complex structured, low entropy, retinal images should provide increased efficiency of ocular diagnostics of fundus pathologies, reduce the burden on specialists, and decrease the negative impact of the human factor in diagnosis.

Automated detection of diabetic retinopathy in blurred digital fundus images

2012 ◽  
Author(s):  
Eman M. Shahin ◽  
Taha E. Taha ◽  
W. Al-Nuaimy ◽  
S. El Rabaie ◽  
Osama F. Zahran ◽  
...  
Keyword(s):  
Diabetic Retinopathy ◽  
Automated Detection ◽  
Fundus Images

Identifying retinal vessel networks in ocular fundus images

1993 ◽  
Author(s):  
Shirley H. Lee ◽  
Gregory W. Donohoe ◽  
Michael J. Wilcox
Keyword(s):  
Retinal Vessel ◽  
Fundus Images ◽  
Ocular Fundus ◽  
Vessel Networks
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