The Potential of Virtual Reality to Improve the Accuracy and Efficiency of Pregnancy Detection: A Comparative Study

Paper ID: 45

Abstract

This study compares three ultrasound interpretation methods—Virtual Reality (VR) visualization, Machine Learning (ML) automation, and manual interpretation—for pregnancy diagnosis. Using a large ultrasound dataset, the study demonstrates that ML improves diagnostic accuracy, while VR enhances user engagement and comprehension, offering insights for future clinical applications.

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