Concepedia

A diagnosis model for detection and classification of diabetic retinopathy using deep learning

Syed Saba Raoof, M.A. Saleem Durai

Network Modeling Analysis in Health Informatics and Bioinformatics · 2023 · 11 citations · 27 references

Concepts

ComputingComputer ScienceOphthalmologyComputer VisionDiabetologyMachine LearningDeep LearningDiabetes MellitusDiabetic RetinopathyFeature DetectionObject RecognitionRetinal Vascular DiseaseAutomated Retinal Disease ClassificationDeep Learning DetectionDeep Learning-based DiagnosisDiabetic Retinopathy AssessmentDiabetic Retinopathy DetectionDiabetic Retinopathy GradingModel-based Diagnosis

References

27

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi et al. · Journal Of Big Data · 2021 · 7.6K citations · Full text

Computing, Computer Science, Cybersecurity +9

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram et al. · JAMA · 2016 · 7.5K citations

Computing, Computer Science, Ophthalmology +17

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes

Xiaomeng Li, Hao Chen, Xiaojuan Qi et al. · IEEE Transactions on Medical Imaging · 2018 · 2.5K citations

Computing, Oncology, Radiology +17

Automated Identification of Diabetic Retinopathy Using Deep Learning

Rishab Gargeya, Theodore Leng · Ophthalmology · 2017 · 1.3K citations

Computing, Computer Science, Ophthalmology +12

Convolutional Neural Networks for Diabetic Retinopathy

Harry Pratt, Frans Coenen, Deborah Broadbent et al. · Procedia Computer Science · 2016 · 951 citations · Full text

Computing, Computer Science, Ophthalmology +17