Image and Video Processing · Electrical Eng. & Systems
Early detection of diabetes through transfer learning-based eye (vision) screening and improvement of machine learning model performance and advanced parameter setting algorithms
Mohammad Reza Yousefi, Ali Bakrani, Amin Dehghani
2025-04-07
Machine Learning · Computer Science
Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity
Guan Wang, Yusuke Kikuchi, Jinglin Yi, Qiong Zou +2
2022-01-05
Image and Video Processing · Electrical Eng. & Systems
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images
Asim Smailagic, Anupma Sharan, Pedro Costa, Adrian Galdran +2
2020-07-29
Image and Video Processing · Electrical Eng. & Systems
An Improved Model for Diabetic Retinopathy Detection by using Transfer Learning and Ensemble Learning
Md. Simul Hasan Talukder, Ajay Kirshno Sarkar, Sharmin Akter, Md. Nuhi-Alamin
2023-08-11
Computer Vision and Pattern Recognition · Computer Science
Advances in Computer-Aided Diagnosis of Diabetic Retinopathy
Saket S. Chaturvedi, Kajol Gupta, Vaishali Ninawe, Prakash S. Prasad
2019-09-27
Image and Video Processing · Electrical Eng. & Systems
Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
Jaakko Sahlsten, Joel Jaskari, Jyri Kivinen, Lauri Turunen +3
2019-04-19
Image and Video Processing · Electrical Eng. & Systems
Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity
Gitaek Kwon, Eunjin Kim, Sunho Kim, Seongwon Bak +2
2022-10-19
Computer Vision and Pattern Recognition · Computer Science
Hybrid Deep Learning Framework for Enhanced Diabetic Retinopathy Detection: Integrating Traditional Features with AI-driven Insights
Arpan Maity, Aviroop Pal, MD. Samiul Islam, Tamal Ghosh
2025-10-28
Computer Vision and Pattern Recognition · Computer Science
Diabetic Retinopathy Lesion Segmentation through Attention Mechanisms
Aruna Jithesh, Chinmayi Karumuri, Venkata Kiran Reddy Kotha, Meghana Doddapuneni +1
2026-02-10
Image and Video Processing · Electrical Eng. & Systems
Algorithm-based diagnostic application for diabetic retinopathy detection
Agnieszka Cisek, Karolina Korycinska, Leszek Pyziak, Marzena Malicka +5
2023-12-04
Computer Vision and Pattern Recognition · Computer Science
Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection
Jose Miguel Arrieta Ramos, Oscar Perdómo, Fabio A. González
2022-08-05
Computer Vision and Pattern Recognition · Computer Science
Advanced Segmentation of Diabetic Retinopathy Lesions Using DeepLabv3+
Meher Boulaabi, Takwa Ben Aïcha Gader, Afef Kacem Echi, Sameh Mbarek
2025-04-25
Image and Video Processing · Electrical Eng. & Systems
Detection of Diabetic Anomalies in Retinal Images using Morphological Cascading Decision Tree
Faisal Ghaffar, Sarwar Khan, Bunyarit Uyyanonvara, Chanjira Sinthanayothin +1
2020-01-08