Abstract Number: 1466 • ACR Convergence 2021
Increased Adverse Maternal Postpartum Outcomes in Systemic Lupus Erythematosus Pregnancies Compared to Controls
Background/Purpose: Studies show increased risks of adverse pregnancy outcomes in SLE patients. Few studies have investigated postpartum outcomes in these patients. Using a large, de-identified…Abstract Number: 1863 • 2019 ACR/ARP Annual Meeting
Improving Pneumococcal Vaccination Rates in High Risk Rheumatology Patients
Background/Purpose: To improve Pneumococcal Vaccination rates in high risk Rheumatology patients on immunosuppressive therapy.Methods: The study was a quality improvement project based on the pre-post-intervention…Abstract Number: 2074 • 2019 ACR/ARP Annual Meeting
Automated Diagnosis Extraction from Electronic Medical Records with Machine Learning Classifiers
Background/Purpose: The use of Electronic Medical Records (EMR) for research purposes has led to an increasing interest in Natural Language Processing (NLP) for text classification.…Abstract Number: 2828 • 2019 ACR/ARP Annual Meeting
Implementing the BP Connect Systems-Based Blood Pressure Follow-Up Protocol with Community Rheumatology Clinic Teams
Background/Purpose: Despite recognition that rheumatoid arthritis (RA) accelerates cardiovascular disease (CVD) and hypertension impacts 50% of RA patients, up to 50% lack blood pressure (BP)…Abstract Number: 2910 • 2019 ACR/ARP Annual Meeting
Improving the Efficiency of Clinical Trial Recruitment Using Electronic Health Record Data, Natural Language Processing, and Machine Learning
Background/Purpose: Efficiently identifying eligible patients is an important component of a successful clinical trial. Billing codes from electronic health record (EHR) data are commonly used…Abstract Number: 200 • 2019 ACR/ARP Annual Meeting
A Validated Text-mining Algorithm to Extract Rheumatoid Arthritis Medication Contained in Format-free Fields of Electronic Medical Records
Background/Purpose: Rapidly expanding collections of Electronic Medical Records (EMR) form a valuable resource for clinical research. Besides entries with a standardized format, EMRs often also…Abstract Number: 1096 • 2019 ACR/ARP Annual Meeting
Learning the Relationships Between Psoriatic Arthritis and a Patient’s History of Musculoskeletal Symptoms from Electronic Health Records Using Bayesian Networks
Background/Purpose: Electronic health records (EHRs) from large health care systems provide access to rich and comprehensive patient-specific information from many sources consisting of heterogeneous data…Abstract Number: 1120 • 2019 ACR/ARP Annual Meeting
Prevalence of Burnout in Rheumatology Professionals
Background/Purpose: Burnout among physicians has major implications for health care. We measured prevalence of burnout in a large group of Rheumatology professionals attending a national…Abstract Number: 1193 • 2019 ACR/ARP Annual Meeting
EMR-integrated Disease Activity Calculators Improve Treatment to Target in Rheumatoid Arthritis
Background/Purpose: Undertreatment of RA can lead to cumulative joint damage as well as negatively impact emotional health. Recent evidence favors a treat-to-target strategy to achieve…Abstract Number: 1371 • 2019 ACR/ARP Annual Meeting
Create an Algorithm of Outcome Forecasting and Decision Making for RA Treatment: Data Mining and Machine Learning via the Smart System of Disease Management (SSDM)
Background/Purpose: Daily health care deals with a wide spectrum of RA patients from statuses of remission (R) to disease activities at low (L), moderate (M)…Abstract Number: 1625 • 2019 ACR/ARP Annual Meeting
Severe Infection Prior to Diagnosis of Systemic Lupus Erythematosus (SLE) Is Associated with Disease-Specific Attributes and Long-Term Comorbidities
Background/Purpose: Lupus is a systemic autoimmune disease whose mechanism of development is largely unknown. Prior infection is a suspected sentinel event that may trigger disease…Abstract Number: 1891 • 2018 ACR/ARHP Annual Meeting
Patterns of Biosimilar Use in the Rheumatology Informatics System for Effectiveness (RISE) Registry
Background/Purpose: In the U.S., the first biosimilar tumor necrosis inhibitor (TNFi) was approved in 2016. To date, only biosimilars for infliximab are available in the…Abstract Number: 2115 • 2018 ACR/ARHP Annual Meeting
Identification of Systemic Lupus Erythematosus Subgroups Using Electronic Health Record and Genetic Databases
Background/Purpose: Systemic lupus erythematosus (SLE) is a multifactorial disease with genetic and environmental risk factors, and heterogeneous manifestations that encompass a wide range of disease…Abstract Number: 2134 • 2018 ACR/ARHP Annual Meeting
Modifiable Risk Factors and the Development of Psoriatic Arthritis in People with Psoriasis
Background/Purpose: Psoriatic Arthritis (PsA) is a progressive and often destructive joint disease that causes pain, swelling and joint stiffness, and can lead to an impaired…Abstract Number: 206 • 2018 ACR/ARHP Annual Meeting
Impact of International Classification of Diseases 10th Revision Codes and Updated Medical Information on an Existing Rheumatoid Arthritis Phenotype Algorithm Using Electronic Medical Data
Background/Purpose: Electronic medical records (EMRs) are increasingly being utilized for clinical research, where the phenotypes of interest are typically defined by algorithms. Almost a decade…
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