A method for quantifying and automatic grading of musculoskeletal ultrasound superb microvascular imaging based on dynamic analysis of optical flow model

A method for quantifying and automatic grading of musculoskeletal ultrasound superb microvascular imaging based on dynamic analysis of optical flow model

Abstract Superb microvascular flow signals in joints are important indicators for evaluating inflammation in arthritis diagnosis. Super Microvascular Imaging (SMI), a musculoskeletal ultrasound technique, captures microvascular signals with enhanced resolution, enabling improved quantitative analysi...

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Bibliographic Details
Main Authors: Shanna Liu, Bo Shang, Junliang Yan, Zenghua Zhu, Yuanhao Ding, Qingli Zhou, Chengjing Wei, Yuqiang Shen, Xinjian Zhu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Optical flow model
Microvascular flow
Superb microvascular imaging
Quantification
Automated grading
Online Access:https://doi.org/10.1038/s41598-025-97924-1
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