Artificial intelligence and deep learning in ophthalmology-present and future
AD Moraru, D Costin, RL Moraru… - Experimental and …, 2020 - spandidos-publications.com
Since its introduction in 1959, artificial intelligence technology has evolved rapidly and
helped benefit research, industries and medicine. Deep learning, as a process of artificial …
helped benefit research, industries and medicine. Deep learning, as a process of artificial …
Recent developments in detection of central serous retinopathy through imaging and artificial intelligence techniques–a review
Central Serous Retinopathy (CSR) or Central Serous Chorioretinopathy (CSC) is a
significant disease that causes blindness and vision loss among millions of people …
significant disease that causes blindness and vision loss among millions of people …
Robust total retina thickness segmentation in optical coherence tomography images using convolutional neural networks
FG Venhuizen, B van Ginneken, B Liefers… - Biomedical optics …, 2017 - opg.optica.org
We developed a fully automated system using a convolutional neural network (CNN) for total
retina segmentation in optical coherence tomography (OCT) that is robust to the presence of …
retina segmentation in optical coherence tomography (OCT) that is robust to the presence of …
Joint segmentation and quantification of chorioretinal biomarkers in optical coherence tomography scans: A deep learning approach
In ophthalmology, chorioretinal biomarkers (CRBMs) play a significant role in detecting,
quantifying, and ameliorating the treatment of chronic eye conditions. Optical coherence …
quantifying, and ameliorating the treatment of chronic eye conditions. Optical coherence …
Classification of diabetes-related retinal diseases using a deep learning approach in optical coherence tomography
Abstract Background and objectives: Spectral Domain Optical Coherence Tomography (SD-
OCT) is a volumetric imaging technique that allows measuring patterns between layers such …
OCT) is a volumetric imaging technique that allows measuring patterns between layers such …
Automated diagnosis of diabetic retinopathy using clinical biomarkers, optical coherence tomography, and optical coherence tomography angiography
HS Sandhu, M Elmogy, AT Sharafeldeen… - American journal of …, 2020 - Elsevier
Purpose To determine if combining clinical, demographic, and imaging data improves
automated diagnosis of nonproliferative diabetic retinopathy (NPDR). Design Cross …
automated diagnosis of nonproliferative diabetic retinopathy (NPDR). Design Cross …
Optical coherence tomography-based deep-learning model for detecting central serous chorioretinopathy
Central serous chorioretinopathy (CSC) is a common condition characterized by serous
detachment of the neurosensory retina at the posterior pole. We built a deep learning system …
detachment of the neurosensory retina at the posterior pole. We built a deep learning system …
Computer aided diagnosis of diabetic macular edema in retinal fundus and OCT images: A review
KC Pavithra, P Kumar, M Geetha… - Biocybernetics and …, 2023 - Elsevier
Abstract Diabetic Macular Edema (DME) is a potentially blinding consequence of Diabetic
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …
Retinopathy (DR) as well as the leading cause of vision loss in diabetics. DME is …
Deep learning-based automatic detection of central serous retinopathy using optical coherence tomographic images
Central Serous Retinopathy (CSR), also known as Central Serous Chorioretinopathy (CSC),
occurs due to the clotting of fluids behind the retinal surface. The retina is composed of thin …
occurs due to the clotting of fluids behind the retinal surface. The retina is composed of thin …
RAG-FW: A hybrid convolutional framework for the automated extraction of retinal lesions and lesion-influenced grading of human retinal pathology
The identification of retinal lesions plays a vital role in accurately classifying and grading
retinopathy. Many researchers have presented studies on optical coherence tomography …
retinopathy. Many researchers have presented studies on optical coherence tomography …