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Israa Razzaq Swadi

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#reinforcement learning Review Open access Oct 2026

Advancements in Real-Time Ultrasound Imaging Enhancement Using Deep Learning: A Review

This review investigates the impact of the use of deep learning for the enhancement of real-time ultrasound imaging, a vital diagnostic technique in healthcare. Despite their widespread availability, traditional ultrasound machines frequently suffer from speckle noise, low resolution, operator dependence, and suboptima...

Israa Razzaq Swadi, Ahmed Hussein, Noor Nee'ma · 0 citations

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