20Mar 2025
AI Algorithm for Identifying Retinal Membranes in Ocular USG

AI Algorithm for Identifying Retinal Membranes in Ocular USG

A transformer-based deep learning algorithm demonstrated high accuracy in classifying retinal detachment (RD), posterior vitreous detachment (PVD), and normal cases in ocular ultrasonography images. The model achieved 98.21% accuracy for PVD, 97.22% for RD, and 95.83% for normal cases, with excellent sensitivity and specificity. Despite seven misclassifications, the model shows promise for clinical adoption, enhancing diagnostic efficiency in high-volume imaging settings.

  • #ophthalmology

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