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What is Fundus Image Lesion Detection Using CNN about?

This document presents a novel algorithm called Single Population Leapfrog Optimization Convolutional Neural Network (SFCNN) for detecting and classifying multiple lesions in fundus images. The SFCNN algorithm optimizes weight initialization and backpropagation using the Shuffled Frog Leaping Algorithm, enabling effective classification in a big data environment through integration with the Spark platform. Experimental results demonstrate that SFCNN outperforms existing algorithms in both single and overall

Author

nagendraadapa2003

Language

EN