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An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma

An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma

来源:Arxiv_logoArxiv
英文摘要

This research work reveals the eye opening wisdom of the hybrid labyrinthine deep learning models synergy born out of combining a trailblazing convolutional neural network with a disruptive Vision Transformer, both intertwined together with a radical Cross Attention module. Here, two high yielding datasets for artificial intelligence models in detecting glaucoma, namely ACRIMA and Drishti, are utilized.

Ramanathan Swaminathan

眼科学医学研究方法医学现状、医学发展

Ramanathan Swaminathan.An Attention Infused Deep Learning System with Grad-CAM Visualization for Early Screening of Glaucoma[EB/OL].(2025-05-23)[2025-06-25].https://arxiv.org/abs/2505.17808.点此复制

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