Article

Cross-Domain Multi-disease Ocular Disease Recognition via Data Enhancement

2023-05-30

Abstract excerpt

<title>Abstract</title> <p>Ophthalmic diseases afflict many people, and can even lead to irreversible blindness. Therefore, the search for effective early diagnosis methods has attracted the attention of many researchers and clinicians. At present, although there are some ways for the early screening of ophthalmic diseases, the early screening of fundus images based on deep learning is generally favored by the me...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 906c6071-1810-565a-b9ed-11b1be4859f6
DOI: 10.21203/rs.3.rs-2970818/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Cross-Domain Multi-disease Ocular Disease Recognition via Data EnhancementDOI 10.21203/rs.3.rs-2970818/v1Read

Deep Learning Framework for Multiclass Detection of Ocular Diseases in Fundus ImagesSemantic proximity Read

EDNet-20: Enhancing Multi-Label Ocular Disease Detection through Deep Learning OptimizationSemantic proximity Read

Eye Disease Classification by Advanced Deep Transfer Learning System Using Resnet50 & XceptionSemantic proximity Read

Enhancing Eye Diseases Diagnosis through Transfer Learning: Study of Deep Convolutional Neural Networks for Accurate Classification of Glaucoma and Diabetic Retinopathy from Healthy Eye Using Fundus ImagesSemantic proximity Read

EyeDx: A Scalable and Interpretable Multitask Deep Learning Framework for Comprehensive Ocular Disease Detection in Fundus ImagesSemantic proximity Read

Deep Learning for Diabetic Retinopathy Detection: A Review of Multimodal Data Fusion ApproachesSemantic proximity Read

Diabetic Retinopathy Classification using VisionTransformer Architectures and Deep LearningSemantic proximity Read

A Tutorial on Automated Classification of Eye Diseases Using Deep LearningSemantic proximity Read

An Efficient Synthetic Data Generation Algorithm to Improve Efficacy of Deep Learning Models of Medical ImagesSemantic proximity Read

Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification modelsSemantic proximity Read

EyeDiff: text-to-image diffusion model improves rare eye disease diagnosisSemantic proximity Read

3D-DCNN Classification of Retinal Diseases Using Artificial Intelligence Deep Patterns Generated from 3D-OCT Hyperspectral ImagesSemantic proximity Read