Abstract Number: 0123 • ACR Convergence 2023
Improving Interpretation of Work Outcomes in Patients with Inflammatory Rheumatic Musculoskeletal Disease: General Population Reference Curves for Work Ability and At-work Productivity
Background/Purpose: Data on self-reported presenteeism (limitations or reduced work productivity at work) in persons with inflammatory rheumatic and musculoskeletal diseases (iRMD) are challenging to interpret…Abstract Number: 0175 • ACR Convergence 2023
Predicting Cost-Related Medication Non-Adherence in US Adults with Chronic Arthritis: A Machine Learning Approach
Background/Purpose: Cost-related medication non-adherence (CRN) occurs when patients are unable to follow their prescribed medication regimen due to financial constraints, such as high costs or…Abstract Number: 0512 • ACR Convergence 2023
Factors Associated with Treatment Pathways in Early Axial Spondyloarthritis: A Multistate Analysis of the 10-year Follow-up of the DESIR Cohort
Background/Purpose: Current recommendations for the management of patients with axial spondyloarthritis (axSpA) emphasize the need of individualized strategy in the therapeutic decision. Thus, many factors…Abstract Number: 0613 • ACR Convergence 2023
Quantification of Skin Hardness of Patients with Systemic Sclerosis Using SOFTGRAM
Background/Purpose: No quantitative and objective methods for measuring skin hardness have been established. Japanese technology leads the world in the tactile sensor field, and SOFTGRAM…Abstract Number: 0965 • ACR Convergence 2023
Comparing Predictors of DAPSA28, DAPSA66/68 and DAS28-CRP Remission at 6 Months in Bio-naive Patients with Psoriatic Arthritis Initiating a TNFi in Clinical Practice – Results from the EuroSpA Collaboration
Background/Purpose: The Disease Activity index for PSoriatic Arthritis based on 66/68 joints (DAPSA66/68) and the Disease Activity Score in 28 joints with C-reactive protein (DAS28-CRP)…Abstract Number: 1164 • ACR Convergence 2023
Can We Differentiate Patients with Dysferlinopathies and Inflammatory Myopathies by Muscle Ultrasound? A Discriminant Analysis Study
Background/Purpose: Immune-mediated myopathies (IMM) are a heterogeneous group of diseases characterized by inflammation and muscle weakness; among their differential diagnoses are the dysferlinopathies, which are…Abstract Number: 1253 • ACR Convergence 2023
The Novel Florida Scoring System: A Machine Learning-Based Stratification of Clinical and Laboratory Features in Children with Suspected Sjögren’s Disease
Background/Purpose: Childhood Sjögren 's disease (cSjD) is a poorly defined systemic autoimmune disorder. Due to the absence of diagnostic criteria, heterogeneous presentations, and the dissimilarity…Abstract Number: 1881 • ACR Convergence 2023
Deep Learning Approaches to Rheumatoid Arthritis Severity Prognosis
Background/Purpose: Rheumatoid arthritis (RA) is the most common form of inflammatory arthritis affecting a large sector of the global population. The disease is associated with…Abstract Number: 1894 • ACR Convergence 2023
3-Dimensional Regional Variation in Inter-rater Reliability of Bone Marrow Lesion Scoring in the Knee
Background/Purpose: Bone marrow lesions (BML) are an important scoring feature on magnetic resonance imaging (MRI) of knee osteoarthritis (OA), and their presence in certain anatomical…Abstract Number: 1901 • ACR Convergence 2023
Which ASDAS-ESR Cut-offs for Disease Activity Correspond to ASDAS-CRP Cut-offs in Axial Spondyloarthritis? – Results from the EuroSpA Collaboration
Background/Purpose: When assessing disease activity in patients with axial spondyloarthritis (axSpA), the Ankylosing Spondylitis Disease Activity Score with C-reactive protein (ASDAS-CRP) is recommended over ASDAS…Abstract Number: 1989 • ACR Convergence 2023
Shared Variation Among Cartilage Thickness Change Maps and Baseline Clinical Features at the Initiation of Structural Knee Osteoarthritis
Background/Purpose: To identify features of cartilage thickness change and baseline clinical indicators associated with the transition from normal to mildly reduced joint space as an…Abstract Number: 2213 • ACR Convergence 2023
Identification of a Diagnostic Model for Axial Spondyloarthritis in Daily Clinical Practice Using a Random Forest Machine Learning Approach
Background/Purpose: In axial spondyloarthritis (axSpA), early diagnosis plays a key role in preventing disease progression. However, a validated diagnostic algorithm does not exist, while classification…Abstract Number: 0450 • ACR Convergence 2022
Incidence of Solid and Hematologic Tumors in Patients with ANCA: A 10-year Retrospective Cohort Study
Background/Purpose: Serum antineutrophil cytoplasmic antibodies (ANCA) are significantly associated with the development of ANCA-associated vasculitides (AAV) but may also be detected in patients with other…Abstract Number: 0552 • ACR Convergence 2022
Identifying Subgroups of Patients Undergoing Knee Replacement
Background/Purpose: Knee replacement surgery (KR) is prevalent in the US with estimated lifetime risk from age 25 of 7% for males and 9.5% for females,…Abstract Number: 0643 • ACR Convergence 2022
Subsetting SLE Patients Based on DNA Methylation at the Time of Disease Flare
Background/Purpose: Current treatments for SLE do not adequately prevent disease progression. This lack of efficacy, in part, relates to the molecular heterogeneity of disease. The…