AIMC Topic: Arthritis

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Modelling disease risk for amyloid A (AA) amyloidosis in non-human primates using machine learning.

Amyloid : the international journal of experimental and clinical investigation : the official journal of the International Society of Amyloidosis Jun 18, 2019
Amyloid A (AA) amyloidosis is found in humans and non-human primates, but quantifying disease risk prior to clinical symptoms is challenging. We applied machine learning to identify the best predictors of amyloidosis in rhesus macaques from availabl...
Female Risk Factors Animals Male Machine Learning Biomarkers Retrospective Studies Disease Models, Animal Models, Statistical Cholesterol, LDL Gastrointestinal Neoplasms Case-Control Studies Diarrhea Adenocarcinoma Humans Colitis Serum Amyloid A Protein Triglycerides Endometriosis Arthritis Cholesterol, HDL Wounds and Injuries Amyloidosis Macaca mulatta
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Neural networks for automatic scoring of arthritis disease activity on ultrasound images.

RMD open Mar 30, 2019
BACKGROUND: The development of standardised methods for ultrasound (US) scanning and evaluation of synovitis activity by the OMERACT-EULAR Synovitis Scoring (OESS) system is a major step forward in the use of US in the diagnosis and monitoring of pat...
Deep Learning Ultrasonography Arthritis, Rheumatoid Ultrasonography, Doppler Arthritis Synovitis Neural Networks, Computer Artificial Intelligence Severity of Illness Index Case-Control Studies Humans
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Biomarkers of erosive arthritis in systemic lupus erythematosus: Application of machine learning models.

PloS one Dec 4, 2018
OBJECTIVE: Limited evidences are available on biomarkers to recognize Systemic Lupus erythematosus (SLE) patients at risk to develop erosive arthritis. Anti-citrullinated peptide antibodies (ACPA) have been widely investigated and identified in up to...
Arthritis Humans Machine Learning Protein Carbamylation Cohort Studies Adult Decision Trees Biomarkers Ultrasonography Cross-Sectional Studies Lupus Erythematosus, Systemic Female Logistic Models Male Autoantibodies Risk Factors Anti-Citrullinated Protein Antibodies Middle Aged Rheumatoid Factor
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Granulomatosis with polyangiitis in Northeastern Brazil: study of 25 cases and review of the literature.

Advances in rheumatology (London, England) Jun 28, 2018
BACKGROUND: Little has been published about the epidemiology of Granulomatosis with polyangiitis (GPA) in South America, especially in the intertropical zone, and no epidemiological data from Brazil are available. The purpose of the present study was...
Adrenal Cortex Hormones Arthritis Gastrointestinal Diseases Granulomatosis with Polyangiitis Female Middle Aged Humans Heart Diseases Nervous System Diseases Adult Retrospective Studies Lung Diseases Brazil Delayed Diagnosis Cross-Sectional Studies Acute Kidney Injury Creatinine Disease Progression Eye Diseases Male Skin Diseases Proteinuria
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A Novel Method of Synovitis Stratification in Ultrasound Using Machine Learning Algorithms: Results From Clinical Validation of the MEDUSA Project.

Ultrasound in medicine & biology Dec 1, 2017
Ultrasound is widely used in the diagnosis and follow-up of chronic arthritis. We present an evaluation of a novel automatic ultrasound diagnostic tool based on image recognition technology. Methods used in developing the algorithm are described else...
Joints Finger Joint Metacarpophalangeal Joint Synovitis Toe Joint Machine Learning Reproducibility of Results Ultrasonography Arthritis Humans
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Profiling Arthritis Pain with a Decision Tree.

Pain practice : the official journal of World Institute of Pain Nov 20, 2017
BACKGROUND: Arthritis is the leading cause of work disability and contributes to lost productivity. Previous studies showed that various factors predict pain, but they were limited in sample size and scope from a data analytics perspective.
Data Mining Arthritis Humans Algorithms Machine Learning Sensitivity and Specificity Decision Trees Pain
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Incorporating computer vision on smart phone photographs into screening for inflammatory arthritis: results from an Indian patient cohort.

Rheumatology (Oxford, England) May 1, 2025
OBJECTIVES: Convolutional neural networks (CNNs) are increasingly used to classify medical images, but few studies utilize smartphone photographs. The objective of this study was to assess CNNs for differentiating patients from controls and detecting...
Female Adult Sensitivity and Specificity Male Humans Neural Networks, Computer Arthritis, Rheumatoid Arthritis Photography Middle Aged Finger Joint Case-Control Studies India Smartphone
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Classification and Assessment of Hand Arthritis Stage using Support Vector Machine.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Arthritis is one of the most common health problems affecting people around the world. The goal of the work presented work is to classify and categorizing hand arthritis stages for patients, who may be developing or have developed hand arthritis, usi...
Finger Joint Humans Algorithms Support Vector Machine Hand Arthritis
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