Optic Disc Detection
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Benchmarks
IDRiD
REFUGE Challenge
Most implemented
Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer
Papers
Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer
Differences in image quality, lighting conditions, and patient demographics pose challenges to automated glaucoma detection from color fundus photography. Brighteye, a method based on Vision Transformer, is proposed for …
Optic Disc DetectionPositionSpecificityExplainable Artificial Intelligence in Retinal Imaging for the detection of Systemic Diseases
Explainable Artificial Intelligence (AI) in the form of an interpretable and semiautomatic approach to stage grading ocular pathologies such as Diabetic retinopathy, Hypertensive retinopathy, and other retinopathies on t…
DescriptiveExplainable artificial intelligenceOptic Disc DetectionU-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina
Fundus photography has routinely been used to document the presence and severity of retinal degenerative diseases such as age-related macular degeneration (AMD), glaucoma, and diabetic retinopathy (DR) in clinical practi…
Fovea DetectionOptic Disc DetectionOptic Disc SegmentationSegmentationOptic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder
The accurate detection of retinal structures like an optic disc (OD), cup, and fovea is crucial for the analysis of Age-related Macular Degeneration (AMD), Glaucoma, and other retinal conditions. Most segmentation method…
Fovea DetectionOptic Cup DetectionOptic Cup SegmentationOptic Disc Detection+2Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
With the advancement of powerful image processing and machine learning techniques, CAD has become ever more prevalent in all fields of medicine including ophthalmology. Since optic disc is the most important part of reti…
General ClassificationOptic Disc DetectionDeep Residual Network based Automatic Image Grading for Diabetic Macular Edema
Diabetic Macular Edema (DME) is an advanced symptom of diabetic retinopathy that affects central vision of diabetes patients. An automated system for early detection of DME symptom has been proposed herein to elude visio…
Fovea Detectionimage-classificationImage ClassificationMedical Image Analysis+3