AIMC Topic: Muscular Dystrophy, Duchenne

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Optimal classification for the diagnosis of duchenne muscular dystrophy images using support vector machines.

International journal of computer assisted radiology and surgery Oct 17, 2015
BACKGROUND: This study aimed to investigate the optimal support vector machines (SVM)-based classifier of duchenne muscular dystrophy (DMD) magnetic resonance imaging (MRI) images.
Humans Male Child ROC Curve Support Vector Machine Magnetic Resonance Imaging Muscular Dystrophy, Duchenne
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Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images.

Scientific reports May 30, 2025
Mitochondria are central to cellular energy production and regulation, with their morphology tightly linked to functional performance. Precise analysis of mitochondrial ultrastructure is crucial for understanding cellular bioenergetics and pathology....
Animals Deep Learning Image Processing, Computer-Assisted Mice Disease Models, Animal Muscle, Skeletal Mitochondria Microscopy, Electron, Transmission Muscular Dystrophy, Duchenne Mice, Inbred mdx
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Deep Learning-based Aligned Strain from Cine Cardiac MRI for Detection of Fibrotic Myocardial Tissue in Patients with Duchenne Muscular Dystrophy.

Radiology. Artificial intelligence May 1, 2025
Purpose To develop a deep learning (DL) model that derives aligned strain values from cine (noncontrast) cardiac MRI and evaluate performance of these values to predict myocardial fibrosis in patients with Duchenne muscular dystrophy (DMD). Materials...
Humans Retrospective Studies Reproducibility of Results Male Deep Learning Adolescent Child Myocardium Heart Fibrosis Image Interpretation, Computer-Assisted Cardiomyopathies Magnetic Resonance Imaging, Cine Muscular Dystrophy, Duchenne
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Evaluation of admittance control as an alternative to passive arm supports to increase upper extremity function for individuals with Duchenne muscular dystrophy.

Muscle & nerve Jun 1, 2020
The degree of upper extremity active range of motion provided by an admittance control robot compared with a commercially available passive arm support for individuals with DMD who have limited arm function was investigated in this study. The reachab...
Humans Female Young Adult Adult Male Adolescent Muscle Strength Robotics Upper Extremity Motion Therapy, Continuous Passive Muscular Dystrophy, Duchenne
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