scholarly journals Transfer learning based classification of optical coherence tomography images with diabetic macular edema and dry age-related macular degeneration

2017 ◽  
Vol 8 (2) ◽  
pp. 579 ◽  
Author(s):  
S. P. K. Karri ◽  
Debjani Chakraborty ◽  
Jyotirmoy Chatterjee
2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Serena Fragiotta ◽  
Solmaz Abdolrahimzadeh ◽  
Rosa Dolz-Marco ◽  
Yoichi Sakurada ◽  
Orly Gal-Or ◽  
...  

Hyperreflective foci (HRF) is a term coined to depict hyperreflective dots or roundish lesions within retinal layers visualized through optical coherence tomography (OCT). Histopathological correlates of HRF are not univocal, spacing from migrating retinal pigment epithelium cells, lipid-laden macrophages, microglial cells, and extravasated proteinaceous or lipid material. Despite this, HRF can be considered OCT biomarkers for disease progression, treatment response, and prognosis in several retinal diseases, including diabetic macular edema, age-related macular degeneration (AMD), retinal vascular occlusions, and inherited retinal dystrophies. The structural features and topographic location of HRF guide the interpretation of their significance in different pathological conditions. The presence of HRF less than 30 μm with reflectivity comparable to the retinal nerve fiber layer in the absence of posterior shadowing in diabetic macular edema indicates an inflammatory phenotype with a better response to steroidal treatment. In AMD, HRF overlying drusen are associated with the development of macular neovascularization, while parafoveal drusen and HRF predispose to macular atrophy. Thus, HRF can be considered a key biomarker in several common retinal diseases. Their recognition and critical interpretation via multimodal imaging are vital to support clinical strategies and management.


Ophthalmology ◽  
2014 ◽  
Vol 121 (1) ◽  
pp. 162-172 ◽  
Author(s):  
Sina Farsiu ◽  
Stephanie J. Chiu ◽  
Rachelle V. O'Connell ◽  
Francisco A. Folgar ◽  
Eric Yuan ◽  
...  

2017 ◽  
Vol 58 (2) ◽  
pp. 1054 ◽  
Author(s):  
Danny Siu-Chun Ng ◽  
Malini Bakthavatsalam ◽  
Frank Hiu-Ping Lai ◽  
Carol Yim-Lui Cheung ◽  
Gemmy Chu-Ming Cheung ◽  
...  

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