Article

Scoping Review of Recent Trends and Challenges in Artificial Intelligence Based Medical Ultrasound Denoising

2026-04-01

Abstract excerpt

(1) Background: Ultrasound (US) imaging is widely used in clinical diagnosis but is often degraded by speckle noise, which reduces image quality and can hinder interpretation. Deep learning has emerged as a promising approach for US denoising, yet its clinical applicability remains unclear. (2) Methods: A systematic review of studies published in the last three years on deep learning-based US denoising was conduct...

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Literature Corpus work: 53e20c55-c21b-5e77-8237-b0c563926c99
DOI: 10.20944/preprints202604.0030.v1

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