In this paper, a new multi-scale algorithm developed for the automatic detection of microaneurysms in retinal fundus images is proposed.
Sep 1, 2024 · Detection of microaneurysms is crucial for the early diagnosis of diabetic retinopathy and prevention of blindness. In this paper, a novel and ...
Firstly, the image was divided into different sub-regions with image enhancement. Secondly, local adaptive thresholding was applied to detect microaneurysms.
Y. Hatanaka, T. Inoue, S. Okumura, C. Muramatsu, H. Fujita, Automated microaneurysm detection method based on double-ring filter and feature analysis in retinal ...
Mar 24, 2023 · The proposed method is based on three main steps: (1) image breakdown to smaller image patches, (2) inference to segmentation models, and (3) ...
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May 29, 2019 · Our method indicates significant improvement in MA-detection using retinal fundus images for monitoring diabetic retinopathy. Keywords: Diabetic ...
Aug 17, 2022 · Microaneurysms (MAs) are pathognomonic signs that help clinicians to detect diabetic retinopathy (DR) in the early stages.
This paper presents a new approach to the computer aided diagnosis (CAD) of diabetic retinopathy (DR)—a common and severe complication of long-term diabetes ...
An Accurate Approach for Microaneurysm Detection in Digital Fundus Images ... A novel and reliable method for automatic detection of MAs in retinal images with ...
In this paper, a new hierarchical computing-aided diagnosis approach is proposed for the microaneurysms detection by using the multi-scale and multi-orientation ...