AIMC Topic: Myositis

Clear Filters Showing 11 to 14 of 14 articles

Ultrasound texture-based CAD system for detecting neuromuscular diseases.

International journal of computer assisted radiology and surgery Dec 2, 2014
PURPOSE: Diagnosis of neuromuscular diseases in ultrasonography is a challenging task since experts are often unable to discriminate between healthy and pathological cases. A computer-aided diagnosis (CAD) system for skeletal muscle ultrasonography w...
Humans Algorithms Reproducibility of Results Aged Aged, 80 and over Adult Sensitivity and Specificity Middle Aged Diagnosis, Computer-Assisted Ultrasonography Support Vector Machine Muscle, Skeletal Principal Component Analysis Myositis Automation Neuromuscular Diseases
View on PubMed DOI

Machine learning-driven immunophenotypic stratification of mixed connective tissue disease, corroborating the clinical heterogeneity.

Rheumatology (Oxford, England) Mar 1, 2025
OBJECTIVE: The objective of this study was to stratify patients with MCTD, based on their immunophenotype.
Humans Machine Learning Female Adult Male Middle Aged Transcriptome Lupus Erythematosus, Systemic Immunophenotyping Myositis Scleroderma, Systemic Mixed Connective Tissue Disease
View on PubMed DOI

From data to diagnosis: how machine learning is revolutionizing biomarker discovery in idiopathic inflammatory myopathies.

Briefings in bioinformatics Nov 22, 2023
Idiopathic inflammatory myopathies (IIMs) are a heterogeneous group of muscle disorders including adult and juvenile dermatomyositis, polymyositis, immune-mediated necrotising myopathy and sporadic inclusion body myositis, all of which present with v...
Humans Biomarkers Adult Disease Progression Myositis Dermatomyositis Autoimmune Diseases
View on PubMed DOI

[Development of Deep Convolutional Neural Network-Based Algorithm for Muscle Biopsy Diagnosis].

Brain and nerve = Shinkei kenkyu no shinpo Aug 1, 2022
To diagnose muscle disease, histopathologic evaluation of muscle biopsy is essential. In addition, since myositis has a well-established treatment, an accurate diagnosis is required. However, distinguishing myositis from other muscle diseases is chal...
Humans Neural Networks, Computer Artificial Intelligence Algorithms Deep Learning Biopsy Myositis Muscles
View on PubMed DOI
Popular Topics
Recent Journals