专题：Retinal Imaging and Analysis

This cluster of papers focuses on the development and validation of deep learning algorithms for the detection and management of retinal diseases, particularly diabetic retinopathy. It includes topics such as vessel segmentation, optic nerve localization, cardiovascular risk prediction, macular degeneration, and glaucoma detection.
最新文献
Advancing glaucoma diagnosis: Multi-modal deep learning with vision transformer architectures

article Full Text OpenAlex

Artificial intelligence in predicting anti-VEGF treatment response in diabetic macular edema: current progress and future directions

article Full Text OpenAlex

A robust ensemble-based deep learning framework for automated retinal disease detection

article Full Text OpenAlex

RNN-PSO: a tuned neural network with optimisation algorithm for keratoconus classification

article Full Text OpenAlex

A systematic review of vision and vision-language foundation models in ophthalmology

review Full Text OpenAlex

Privacy preservation in diabetic disease prediction using federated learning based on efficient cross stage recurrent model

article Full Text OpenAlex

Diabetic Retinopathy, a Comprehensive Overview on Pathophysiology and Relevant Experimental Models

review Full Text OpenAlex

A Lightweight Depthwise Separable ConvNet with Frequency-domain Enhancement for Retinal Vessel Segmentation

article Full Text OpenAlex

A lightweight dual path Kolmogorov-Arnold convolution network for medical optical image segmentation

article Full Text OpenAlex

Retinal Image Based Examination of Glaucoma Using Deep Transfer Learning

conference-paper Full Text OpenAlex

近5年高被引文献
A foundation model for generalizable disease detection from retinal images

article Full Text OpenAlex 1005 FWCI166.5821

Age-Related Macular Degeneration

review Full Text OpenAlex 557 FWCI46.899

Diabetic retinopathy: Looking forward to 2030

review Full Text OpenAlex 518 FWCI26.608

Age-related macular degeneration

review Full Text OpenAlex 511 FWCI26.5568

Optical Coherence Tomography of Ocular Diseases

book Full Text OpenAlex 484 FWCI5.6056

Diabetic retinopathy as the leading cause of blindness and early predictor of cascading complications—risks and mitigation

review Full Text OpenAlex 468 FWCI23.9472

A deep learning system for predicting time to progression of diabetic retinopathy

article Full Text OpenAlex 338 FWCI86.2856

Prevalence of Diabetic Retinopathy in the US in 2021

article Full Text OpenAlex 289 FWCI70.2211

Inflammation in diabetic retinopathy: possible roles in pathogenesis and potential implications for therapy

review Full Text OpenAlex 283 FWCI11.4474

Prevalence of Age-Related Macular Degeneration in the US in 2019

article Full Text OpenAlex 278 FWCI45.6138