Hybrid QUS Radiomics: A Multimodal-Integrated Quantitative Ultrasound Radiomics for Assessing Ambulatory Function in Duchenne Muscular Dystrophy
Journal
IEEE journal of biomedical and health informatics
Journal Volume
28
Journal Issue
2
Date Issued
2024-02
Author(s)
Abstract
Duchenne muscular dystrophy (DMD) is a neuromuscular disorder that affects ambulatory function. Quantitative ultrasound (QUS) imaging, utilizing envelope statistics, has proven effective in diagnosing DMD. Radiomics enables the extraction of detailed features from QUS images. This study further proposes a hybrid QUS radiomics and explores its value in characterizing DMD.
Subjects
Duchenne muscular dystrophy | envelope statistics | parametric imaging | Quantitative ultrasound | radiomics
SDGs
Type
journal article