Abstract Number: 1948 • ACR Convergence 2025
Enhanced Prediction of Knee Osteoarthritis Progression through Deep Learning-Based Multimodal Data Fusion
Background/Purpose: Effective diagnosis and management of knee osteoarthritis (KOA) increasingly rely on integrating diverse data sources, including imaging and clinical information. The practice of combining…Abstract Number: 1937 • ACR Convergence 2025
Does Combining Standard MRI-Based Scores with Radiographic Trabecular Bone Texture Biomarkers Improve Predictive Performance for Radiographic Knee Osteoarthritis Progression?
Background/Purpose: Knee osteoarthritis (KOA) is a major cause of disability worldwide, particularly impacting the elderly and obese population. Radiographic trabecular bone texture (TBT) is demonstrated…Abstract Number: 1936 • ACR Convergence 2025
A Fully Automated Method for Measuring Minimum Tibiofemoral Joint Space Width in Knee Osteoarthritis Assessment: Data from the FNIH cohort
Background/Purpose: Osteoarthritis is one of the most prevalent chronic diseases worldwide, with knee osteoarthritis (KOA) being a particularly painful and debilitating form. The minimum tibiofemoral…Abstract Number: 1412 • ACR Convergence 2025
Classification of sacroiliits using an artificial intelligence model
Background/Purpose: Axial Spondyloarthritis (axSpA) is a chronic inflammatory disease that mainly involvessacroiliac joints and spine. It is caused by ankylosing spondylitis and other rheumatic diseases…Abstract Number: 0701 • ACR Convergence 2025
Exploring Calcinosis On Hand X-Rays In Systemic Sclerosis: a Mayo Clinic Cohort
Background/Purpose: Calcinosis is a vexing manifestation in patients with systemic sclerosis (SSc) with a variable prevalence among cohorts. Up to 86% of calcinosis cases are…Abstract Number: 0598 • ACR Convergence 2025
Study of Long Term HCQ Safety on Cardiac Muscle Function in Patients with SLE and other Rheumatic Diseases
Background/Purpose: HCQ induced cardiomyopathy leading to heart failure is a rare but serious potential treatment complication. Currently there are no screening guidelines for detecting HCQ…Abstract Number: 0390 • ACR Convergence 2025
Radiographic Assessment in Juvenile Spondyloarthritis: Evaluating the axJSpA Criteria Using Radiographs Alone Versus MRI
Background/Purpose: Radiographs are neither sensitive nor reliable for assessing axial disease in juvenile spondyloarthritis (JSpA), though they are still used in some settings due to…Abstract Number: 2635 • ACR Convergence 2025
Differences in structural lesions of the spine between patients with early axSpA and non-axSpA chronic back pain: 2-year results of the SPACE Cohort
Background/Purpose: The difference in spinal structural lesions and their progression over time between chronic back pain (CBP) patients with and without early axSpA is unknown.…Abstract Number: 0334 • ACR Convergence 2025
Diagnostic Test Accuracy of Ultrasound for Detecting Knee Osteoarthritis: A Systematic Review and Meta-Analysis
Background/Purpose: Ultrasound (US) is an emerging, promising imaging modality offering a safe, radiation-free, and cost-effective option for diagnosing and assessing structural changes in knee osteoarthritis…Abstract Number: 2562 • ACR Convergence 2025
Enhancing Hand Osteoarthritis Classification with Generative AI: A CycleGAN and EfficientNetB7 Approach
Background/Purpose: Hand osteoarthritis (OA) is a prevalent disease that significantly impacts hand function and quality of life. The Kellgren-Lawrence (KL) grading system is widely used…Abstract Number: 0333 • ACR Convergence 2025
Diagnostic Test Accuracy of Artificial Intelligence in Early Diagnosis of Osteoarthritis: A Systematic Review and Meta-Analysis of 45,588 Knees
Background/Purpose: Artificial intelligence (AI) rapid advancement opens new opportunities in the field of rheumatology. With better imaging, AI may help find early osteoarthritic changes that…Abstract Number: 2359 • ACR Convergence 2025
Combination Of TNF Inhibitors And NSAIDs Versus TNF Inhibitors Alone On The Progression Of Structural Damage In The Spine And Hip: a Retrospective Study In 262 Patients With Radiographic Axial Spondyloarthritis
Background/Purpose: The inhibitory effect of TNF inhibitor (TNFi) treatment on spinal radiographic progression in patients with radiographic Axial Spondyloarthritis (r-axSpA), remains controversial. However, current evidence…Abstract Number: 0327 • ACR Convergence 2025
Structural Severity Assessment of Hand Osteoarthritis Using Radiomic Analysis: Correlation with the Kellgren-Lawrence Score – Results from the DIGICOD Cohort
Background/Purpose: Radiomics involves the high-throughput extraction of quantitative data from medical imaging. This study aimed to develop a radiomic analysis pipeline applied to hand radiographs…Abstract Number: 2314 • ACR Convergence 2025
Radiographic and Ultrasonographic Assessments of Sesamoid Index in Patients with Psoriatic Arthritis
Background/Purpose: The sesamoid index (SI), a radiographic measure of medial thumb sesamoid area, was originally described as a diagnostic tool in acromegaly¹ and later proposed…Abstract Number: 2160 • ACR Convergence 2025
RadRheum: Improving Resident and Medical Student Musculoskeletal Radiology Interpretation Skills Utilizing an Interactive Module
Background/Purpose: Plain radiographs remain a cornerstone for diagnosis in rheumatology. Despite the importance of radiograph interpretation in rheumatology, there is little formalized instruction documented in…
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