# A HYBRID CAD APPROACH USING VGG-16, RAS-UNET, AND CNN-MGCA FOR MICROANEURYSM DETECTION IN DIABETIC RETINOPATHY

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/a-hybrid-cad-approach-using-vgg-16-ras-unet-and-cnn-mgca-for-microaneurysm/

## Facts

| Field | Value |
| --- | --- |
| Author Names | S. Steffia,D. Murugan |
| Citations | 0 |
| DOI | 10.21917/ijivp.2026.0554 |
| Fields | Medicine,Neuroscience |
| Open Access | true |
| OA Status | diamond |
| OA URL | https://doi.org/10.21917/ijivp.2026.0554 |
| OpenAlex ID | https://openalex.org/W7163537296 |
| Type | article |
| Year | 2026 |

## Paper authors

- [D. Murugan](https://scholariq.org/researchers/d-murugan/)

## Paper journal

- [ICTACT Journal on Image and Video Processing](https://scholariq.org/journals/ictact-journal-on-image-and-video-processing/)

## Paper primary topic

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)

## Paper topics

- [Retinal Imaging and Analysis](https://scholariq.org/topics/retinal-imaging-and-analysis/)
- [Retinal Diseases and Treatments](https://scholariq.org/topics/retinal-diseases-and-treatments/)
- [Brain Tumor Detection and Classification](https://scholariq.org/topics/brain-tumor-detection-and-classification/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.