Publications by authors named "Akshit Aggarwal"
Curr Med Imaging
February 2024
Article Synopsis
- - Diabetic Retinopathy (DR) is a significant cause of blindness in Asia, with India projected to have about 79.4 million affected patients by 2030, highlighting the urgency for effective detection methods.
- - This research introduces a Computational Model using Convolutional Neural Networks (CNN) to analyze 2-D colored fundus retina scans for DR diagnosis, employing techniques like Conv2D and Dropout to improve accuracy.
- - The model, trained on various datasets and leveraging the VGG-16 architecture, achieved a maximum accuracy of 90% when 80% of images were used for training, providing a quick and reliable way to detect DR.
