Concepedia

Diabetic Retinopathy Prediction Based on Wavelet Decomposition and Modified Capsule Network

Mohammed Oulhadj, Jamal Riffi, Chaimae Khodriss, Mohamed Adnane Mahraz, A. Bennis, Ali Yahyaouy, Fouad Chraïbi, Meriem Abdellaoui, Idriss Benatiya Andaloussi, Hamid Tairi

Journal of Digital Imaging · 2023 · 24 citations · 21 references

Open access

Concepts

MedicineBioengineeringBiomedical EngineeringBiomedical Signal ProcessingComputer VisionDiabetologyDiabetes ManagementDiabetes MellitusDiabetic RetinopathyRetinal Image QualityDiabetic Retinopathy AssessmentDiabetic Retinopathy DetectionDiabetic Retinopathy GradingDiabetic Retinopathy ProgressionDiabetic Retinopathy Vision LossRetinopathy Severity GradingWavelet Analysis

References

21

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Automated Identification of Diabetic Retinopathy Using Deep Learning

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

Computing, Computer Science, Ophthalmology +12

DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation

Ailiang Lin, Bingzhi Chen, Jiayu Xu et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 834 citations

Computing, Biomedical Engineering, Computer Science +12

A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection

Sehrish Qummar, Fiaz Gul Khan, Sajid Shah et al. · IEEE Access · 2019 · 612 citations · Full text

Computing, Computer Science, Ophthalmology +17

Automated Diabetic Retinopathy Detection Based on Binocular Siamese-Like Convolutional Neural Network

Xianglong Zeng, Haiquan Chen, Yuan Luo et al. · IEEE Access · 2019 · 286 citations · Full text

Computing, Computer Science, Ophthalmology +15