Hybrid QUS Radiomics: A Multimodal-Integrated Quantitative Ultrasound Radiomics for Assessing Ambulatory Function in Duchenne Muscular Dystrophy

Background: 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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE journal of biomedical and health informatics 2024-02, Vol.28 (2), p.835-845
Hauptverfasser:	Yan, Dong, Li, Qiang, Lin, Chia-Wei, Shieh, Jeng-Yi, Weng, Wen-Chin, Tsui, Po-Hsiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Duchenne muscular dystrophy Duchenne's muscular dystrophy Dystrophy Entropy Entropy (Information theory) envelope statistics Feature extraction Hospitals Humans Image classification Image contrast Imaging Medical imaging Muscle, Skeletal - diagnostic imaging Muscular dystrophy Muscular Dystrophy, Duchenne - diagnostic imaging Nakagami distribution parametric imaging Quantitative ultrasound Radiomics ROC Curve Statistical analysis Support vector machines Ultrasonic imaging Ultrasonography - methods Ultrasound
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!