Abstracts tagged "informatics"

Abstract Number: 2070 • ACR Convergence 2023
Augmenting Medical Education: An Evaluation of GPT-4 and ChatGPT in Answering Rheumatology Questions from the Spanish Medical Licensing Examination
Alfredo Madrid García¹, zulema Rosales², Dalifer Freites², Inés Pérez Sancristóbal³, Benjamin Fernandez³ and Luis Rodríguez Rodríguez³, ¹Fundación Investigación Biomédica Hospital Clínico San Carlos, Madrid, Spain, ²Hospital Clínico San Carlos, Madrid, Spain, ³Hospital Clinico San Carlos, Madrid, Spain
Background/Purpose: The emergence of Large Language Models (LLM) with remarkable performance such as GPT-4 and ChatGPT, has led to an unprecedented uptake in the population.…
Abstract Number: 2323 • ACR Convergence 2023
An Electronic Health Record-Based Algorithm for Predicting Systemic Lupus Erythematosus Flares: Integrating Clinical Factors and Social Determinants of Health
Yu Huang¹, Lixia Yao², zhengkang Fan³, Jingchuan Guo¹ and Jiang Bian¹, ¹University of Florida, Gainesville, FL, ²Polygon Health Analytics LLC, Chalfont, PA, ³University of Florida, Gainsville, FL
Background/Purpose: Systemic lupus erythematosus (SLE) has a relapsing-remitting course, with patients experiencing disease activity flares over time. Flares and prolonged disease activity are associated with…
Abstract Number: 2586 • ACR Convergence 2023
A Novel Blood-Based Assay Differentiates Seropositive and Seronegative Rheumatoid Arthritis from Healthy Individuals and Those with Other Inflammatory Diseases or Osteoarthritis
Peter C. Taylor¹, Jenya Antonova², Jennifer Geis³, Katharine Dilger³, David Chernoff⁴, Diana Abdueva³, Nancy Shadick⁵ and Michael Weinblatt⁶, ¹Nuffield Department of Orthopedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom, ²Compass Strategy and Research, Inc., San Francisco, CA, ³Aqtual Inc., Hayward, CA, ⁴Chernoff Consulting, Sausalito, CA, ⁵Brigham and Women's Hospital, Boston, MA, ⁶Harvard Medical School, Waban, MA
Background/Purpose: Non-invasive differentiation of seropositive and seronegative rheumatoid arthritis (RA) from other conditions has been limited in the current practice. We aimed to evaluate the…
Abstract Number: 0163 • ACR Convergence 2023
Uncovering Discrepancies: Analysis of Glucocorticoid Exposure Among Patients with Rheumatoid Arthritis in Electronic Health Record Data versus Medicare Claims
Jing Li¹, Julia Kay¹, Sharon Abada¹, Andriko Palmowski², Rachael Stovall¹, Jinoos Yazdany³ and Gabriela Schmajuk⁴, ¹University of California San Francisco, San Francisco, CA, ²Charité - Universitätsmedizin Berlin, Berlin, Germany, ³University of California, General Department of Medicine, Division of Rheumatology, San Francisco, CA, ⁴UCSF / SFVA, San Francisco, CA
Background/Purpose: Understanding glucocorticoid (GC) exposure is critical for observational analyses in rheumatology. However, obtaining an accurate measure of GC exposure, including dosage and duration, has…
Abstract Number: 0175 • ACR Convergence 2023
Predicting Cost-Related Medication Non-Adherence in US Adults with Chronic Arthritis: A Machine Learning Approach
Ashkan Ara¹, Matthew Chenoweth¹ and Christopher Scannell², ¹University of California Los Angeles, Los Angeles, CA, ²UCLA / West Los Angeles VA Medical Center, Los Angeles, CA
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: 0341 • ACR Convergence 2023
Patient Perspectives on the Usability of a Rheumatoid Arthritis Patient-reported Outcomes Electronic Health Record-based Dashboard: A Mixed-Methods Study
Cherish Wilson¹, Catherine Nasrallah², Alicia Hamblin², Lindsay Jacobsohn², Cammie Young³, Cammie Young³, Mary Nakamura⁴, Andrew Gross², Judith Ashouri², Brett Dietz², Mehrdad Matloubian², Jinoos Yazdany⁵ and Gabriela Schmajuk¹, ¹UCSF / SFVA, San Francisco, CA, ²University of California San Francisco, San Francisco, CA, ³University of California San Francisco, Oakland, CA, ⁴UCSF/SFVAHCS, San Francisco, CA, ⁵University of California, General Department of Medicine, Division of Rheumatology, San Francisco, CA
Background/Purpose: Shared decision making, health literacy, and effective communication around patient-reported outcomes (PROs) are vital components to a treat-to-target approach in rheumatoid arthritis (RA) patients.…
Abstract Number: 0353 • ACR Convergence 2023
Validation of Claims-based Algorithms for Newly Diagnosed Juvenile Idiopathic Arthritis Using Machine Learning Methods
Patricia Hoffman¹, Lauren Parlett², Daniel Beachler², Daniel Reiff³, Sarah McGuire¹, Sonia Pothraj¹, Lakshmi Moorthy¹, Cynthia Salvant⁴, Dawn Koffman⁵, Sanika Rege⁵, Cecilia Huang⁵, Matthew Iozzio⁵, Kevin Schott², Kevin Haynes⁶, Amy Davidow⁷, Stephen Crystal⁸, Tobias Gerhard⁵, Brian Strom⁹, Carlos Rose¹⁰ and Daniel Horton⁴, ¹Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, ²Carelon, Wilmington, DE, ³University of Alabama at Birmingham, Birmingham, AL, ⁴Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, ⁵Rutgers Center for Pharmacoepidemiology and Treatment Science, New Brunswick, NJ, ⁶Janssen Pharmaceuticals, Raritan, NJ, ⁷New York University, New York, NY, ⁸Rutgers University, New Brunswick, NJ, ⁹Rutgers, State University of New Jersey, New Brunswick, NJ, ¹⁰Thomas Jefferson University, Philadelphia, PA
Background/Purpose: Administrative claims databases represent important settings for studying large populations with juvenile idiopathic arthritis (JIA), but prior efforts to validate diagnostic algorithms for JIA…
Abstract Number: 0807 • ACR Convergence 2023
Inferring Disease Activity Scores and Low Disease Activity at Registry Visits Based on Structured and Narrative Data from Electronic Health Records
David Cheng¹, Dana Weisenfeld², Kumar Dahal², Qing Liu², Vidul Ayakulangara Panickan³, Mary Jeffway², Thany Seyok², Gregory McDermott², Michael Weinblatt⁴, Nancy Shadick⁵, Tianxi Cai⁶ and Katherine Liao², ¹Massachusetts General Hospital, Boston, MA, ²Brigham and Women's Hospital, Boston, MA, ³Harvard Medical School, Boston, MA, ⁴Harvard Medical School, Waban, MA, ⁵Brigham and Women's Hospital, Boston, MA, ⁶Harvard T.H. Chan School of Public Health, Boston, MA
Background/Purpose: Real-world data including electronic health records (EHRs) are a promising resource for learning to optimize treatment strategies for rheumatoid arthritis (RA). A major challenge…
Abstract Number: 006 • 2023 Pediatric Rheumatology Symposium
Implementation of Automated Depression Screening in Patients with Lupus in a Tertiary Pediatric Rheumatology Clinic
Lauren Harper¹, Alana Goldstein-Leever¹, James Gallup¹, Vidya Sivaraman², Stacy Ardoin¹, Kyla Driest¹, Evan Mulvhihill³ and Alysha Taxter⁴, ¹Nationwide Children's Hospital, Columbus, OH, ²Nationwide Children's Hospital/ The Ohio State University, Columbus, OH, ³Nemours Children's Hospital, ⁴Nationwide Children's Hospital, Columbus, OH

Background/Purpose: Patients with chronic rheumatic conditions, particularly lupus, have higher rates of depression, which significantly impacts their lives and can lead to poor medication compliance…
Abstract Number: 018 • 2023 Pediatric Rheumatology Symposium
Using the Electronic Health Record to Identify Subjects with Rheumatic Disease
Alysha Taxter¹, Matthew Basiaga², Rajdeep Pooni³, Caitlan Pinotti⁴, Lisa Buckley⁵ and CARRA Registry Investigators⁶, ¹Nationwide Children's Hospital, Columbus, OH, ²Mayo Clinic, Rochester, MN, ³Stanford University, Palo Alto, CA, ⁴Duke, Durham, NC, ⁵Vanderbilt University Medical Center, Nashville, TN, ⁶CARRA, Washington, DC
Background/Purpose: Research teams spend hours manually searching the electronic health records (EHRs) to identify potential candidates eligible for recruitment to the Childhood Arthritis and Rheumatology…
Abstract Number: 107 • 2023 Pediatric Rheumatology Symposium
Validation of Serious Adverse Event Reporting in a Multicenter Registry
Matthew Basiaga¹, Rajdeep Pooni², Caitlan Pinotti³, Lisa Buckley⁴, Alysha Taxter⁵ and CARRA Registry Investigators⁶, ¹Mayo Clinic, Rochester, MN, ²Stanford University, Palo Alto, CA, ³Duke, Durham, NC, ⁴Vanderbilt University Medical Center, Nashville, TN, ⁵Nationwide Children's Hospital, Columbus, OH, ⁶CARRA, Washington, DC
Background/Purpose: Children with rheumatic disease frequently require management with immune suppressing medications. The benefits of these interventions often outweigh the risks, however serious adverse events…
Abstract Number: 115 • 2023 Pediatric Rheumatology Symposium
Development of an Electronic Clinical Phenotype to Identify Potential Study Subjects with Juvenile Arthritis
Alysha Taxter¹, Marc Natter², Min-Lee Chang², Laura Schanberg³, Valarie Morrow⁴, Eveline Wu⁵, Tedryl Bumpass⁴, Alex Fist⁴, Meg Waite⁶, Vincent Del Gaizo⁷, Melanie Kohlheim⁷ and CARRA Registry Investigators⁷, ¹Nationwide Children's Hospital, Columbus, OH, ²Boston Children's Hospital, Boston, MA, ³Duke University Medical Center, Durham, NC, ⁴Duke University, Durham, NC, ⁵UNC Chapel Hill, Chapel Hill, NC, ⁶Boston Children's Hospital, Boston, MA, ⁷CARRA, Washington, DC
Background/Purpose: The LIMIT-JIA trial is the first study of the use of biologic therapy to prevent disease extension in children with newly diagnosed, uncomplicated, oligo-articular…
Abstract Number: 1513 • ACR Convergence 2022
Identification of MRI Lesions Indicative of Spondyloarthritis Diagnosis from the Axial Spondyloarthritis International Society (ASAS) MRImagine Multi-Reader Scoring Dataset Using the Chi-Squared Automatic Interaction Detection Algorithm (CHAID)
Stephanie Wichuk¹, Walter P Maksymowych², Robert G Lambert¹, Abhilash Hareendranathan³ and Jacob Jaremko¹, ¹University of Alberta, Edmonton, AB, Canada, ²Department of Medicine, University of Alberta, Edmonton, AB, Canada, ³Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
Background/Purpose: Several types of active and structural lesions have been identified on sacroiliac joint MRI of spondyloarthritis (SpA) patients. Various combinations of these lesions may…
Abstract Number: 1514 • ACR Convergence 2022
Self-referral Strategy for Early Diagnosis of Axial Spondyloarthritis- Preliminary Analysis from Finding Axial Spondyloarthritis Study
Abhijeet Danve, Yale University, New Haven, CT
Background/Purpose: Lack of timely rheumatology referral for suspected axial spondyloarthritis (axSpA) is a major contributor to delayed diagnosis in patients with chronic back pain (CBP).…
Abstract Number: 1739 • ACR Convergence 2022
Single-Cell Characterization of the TCR Repertoire Across Tissue and Blood in Rheumatoid Arthritis
Garrett Dunlap¹, Aaron Wagner², Nida Meednu³, Anna Jonsson⁴, Fan Zhang⁵, Kevin Wei⁶, Paul Utz⁷, William Robinson⁷, Holden Maecker⁷, Judith James⁸, Joel Guthridge⁸, S. Louis Bridges, Jr.⁹, Laura Donlin⁹, Susan Goodman⁹, Edward DiCarlo⁹, Vivian Bykerk⁹, Christopher Ritchlin¹⁰, Darren Tabechian¹¹, James Lederer⁴, Ellen Gravallese¹², Mandy McGeachy¹³, Gary S. Firestein¹⁴, Peter Gregersen¹⁵, Diane Horowitz¹⁶, David Boyle¹⁷, Laura Geraldino-Pardilla¹⁸, Harris Perlman¹⁹, Arthur Mandelin²⁰, Joan Bathon¹⁸, Laura Hughes²¹, V. Michael Holers²², Kevin D Deane²³, Larry Moreland²², Andrew Filer²⁴, Costantino Pitzalis²⁵, Lindsy Forbess²⁶, Ami Ben-artzi²⁷, Karen Salomon-Escoto²⁸, Soumya Raychaudhuri⁴, Michael Brenner¹², Accelerating Medicines Partership (AMP) RA/SLE Network²⁹, Andrew McDavid², Jennifer Anolik³ and Deepak Rao⁴, ¹Harvard University, Boston, MA, ²University of Rochester, Rochester, NY, ³University of Rochester Medical center, Rochester, NY, ⁴Brigham and Women's Hospital, Boston, MA, ⁵University of Colorado, Aurora, CO, ⁶Brigham and Women's Hospital and Harvard Medical School, Boston, MA, ⁷Stanford University School of Medicine, Palo Alto, CA, ⁸Oklahoma Medical Research Foundation, Oklahoma City, OK, ⁹Hospital for Special Surgery, New York, NY, ¹⁰Allergy, Immunology and Rheumatology Division, University of Rochester Medical School, Canandaigua, NY, ¹¹URMC, Rochester, NY, ¹²Brigham and Women's Hospital, Harvard Medical School, Boston, MA, ¹³University of Pittsburgh, Pittsburgh, PA, ¹⁴University of California, San Diego, San Diego, CA, ¹⁵The Feinstein Inst for Med Research, Larchmont, NY, ¹⁶Northwell Health, Jericho, NY, ¹⁷UCSD, La Jolla, CA, ¹⁸Columbia University, New York, NY, ¹⁹Northwestern University, Chicago, IL, ²⁰Northwestern University Feinberg School of Medicine, Chicago, IL, ²¹University of Alabama at Birmingham, Birmingham, AL, ²²University of Colorado, Denver, CO, ²³University of Colorado Denver Anschutz Medical Campus, Denver, CO, ²⁴University of Birmingham, Birmingham, United Kingdom, ²⁵Queen Mary University of London, London, United Kingdom, ²⁶Cedars-Sinai Medical Center, Los Angeles, CA, ²⁷Ami Ben-Artzi, MD Inc., Beverly Hills, CA, ²⁸University of Massachusetts Medical School, Worcester, MA, ²⁹National Institutes of Health, Washington, DC
Background/Purpose: In rheumatoid arthritis (RA), T cells represent a large proportion of the immune population present in inflamed joint synovium, and subsets of both CD4+…

All abstracts accepted to ACR Convergence are under media embargo once the ACR has notified presenters of their abstract’s acceptance. They may be presented at other meetings or published as manuscripts after this time but should not be discussed in non-scholarly venues or outlets. The following embargo policies are strictly enforced by the ACR.

Accepted abstracts are made available to the public online in advance of the meeting and are published in a special online supplement of our scientific journal, Arthritis & Rheumatology. Information contained in those abstracts may not be released until the abstracts appear online. In an exception to the media embargo, academic institutions, private organizations, and companies with products whose value may be influenced by information contained in an abstract may issue a press release to coincide with the availability of an ACR abstract on the ACR website. However, the ACR continues to require that information that goes beyond that contained in the abstract (e.g., discussion of the abstract done as part of editorial news coverage) is under media embargo until 10:00 AM ET on November 14, 2024. Journalists with access to embargoed information cannot release articles or editorial news coverage before this time. Editorial news coverage is considered original articles/videos developed by employed journalists to report facts, commentary, and subject matter expert quotes in a narrative form using a variety of sources (e.g., research, announcements, press releases, events, etc.).

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Accepted abstracts are made available to the public online in advance of the meeting and are published in a special online supplement of Arthritis & Rheumatology. Information contained in those abstracts may not be released until the abstracts appear online. Academic institutions, private organizations and companies with products whose value may be influenced by information contained in an abstract may issue a press release to coincide with the availability of an ACR abstract on the ACR website. However, the ACR continues to require that information that goes beyond that contained in the abstract (e.g., discussion of the abstract done as part a scientific presentation or presentation of additional new information that will be available at the time of the meeting) is under embargo until Saturday, November 11, 2023.

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