A machine learning-based diagnostic model associated with knee osteoarthritis severity
نویسندگان
چکیده
منابع مشابه
Analysis of MRI for knee osteoarthritis using machine learning
Approximately 8.5 million people in the UK (13.5% of the population) have osteoarthritis (OA) in one or both knees, with more than 6 million people in the UK suffering with painful osteoarthritis of the knee. In addition, an ageing population implies that an estimated 17 million people (twice as many as in 2012) are likely to be living with OA by 2030. Despite this, there exists no disease modi...
متن کاملThe Relationship Between Demographic Indicators and Occupational Factors, and Disability Severity in Patients With Knee Osteoarthritis
Background: Osteoarthritis is a progressive disease and the most prevalent form of joint inflammation, i.e., the most frequent cause of functional disability in the elderly. Among the multiple and predisposing factors influencing the disease are demographic indicators and occupational factors. The present study aimed to investigate the relationship between age, pain severity, Body Mass Index (B...
متن کاملBalance Control and Knee Osteoarthritis Severity
OBJECTIVE To investigate balance control according to the severity of knee osteoarthritis (OA) using clinical tests and Tetra-ataxiometric posturography (Tetrax®). METHOD A total 80 patients with primary knee OA classified according to American College of Rheumatology criteria, and 40 age-matched controls were enrolled in this study. Of those with OA, 39 patients had mild OA (Kellgren-Lawrenc...
متن کاملSerum Interleukin-15 Levels Are Associated with Severity of Pain in Patients with Knee Osteoarthritis
BACKGROUND Inflammation plays a crucial role in the development and progression of osteoarthritis (OA). Interleukin-15 (IL-15) is a well-known proinflammatory cytokine. OBJECTIVE We aimed at evaluating the relationship between serum IL-15 levels and the severity of pain as well as radiographic progression in patients with knee OA. METHODS Two hundred and twenty-six OA patients and 106 contr...
متن کاملPresentation of a Test and Its Clinical Diagnostic Power in Knee Osteoarthritis of Patellofemoral Joint
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ژورنال
عنوان ژورنال: Scientific Reports
سال: 2020
ISSN: 2045-2322
DOI: 10.1038/s41598-020-72941-4