Abstract Number: 0047 • ACR Convergence 2020
Administrative Barriers to Enrollment of Ethnic Minorities in Clinical Research of Rheumatic/Immune-Mediated Diseases
Background/Purpose: Inclusion of ethnic minority subsets in clinical research remains subpar despite mandates for increased participation. Lack of trust, cultural sensitivity and bias, stereotyping, health…Abstract Number: 0550 • ACR Convergence 2020
Mapping Multimorbidity Using Drug Concept Unique Identifiers (RxCUIs) via the Rx-Risk Comorbidity Index
Background/Purpose: Identifying and accurately classifying comorbid conditions in large, real-world data sources is crucial for cohort establishment and confounder adjustment. However, the ability to conduct…Abstract Number: 1307 • ACR Convergence 2020
Detecting Subtle Changes in Fundoscopic Retinal Images in Patients with Axial Spondyloarthritis with Deep Learning
Background/Purpose: Fundoscopy is essential to identify the retinopathy of patients with autoimmune diseases. However, the classification of different autoimmune diseases is difficult by human eyes…Abstract Number: 1723 • ACR Convergence 2020
RA Flare Prediction via Machine Learning and Algorithm Based on SSDM Big Data
Background/Purpose: Flare, relapse from status of treat-to-target (T2T, DAS28< =3.2), is hard predicted. We try to make it predictable by applying machine learning to a…