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Abstracts tagged "Decision analysis"

  • Abstract Number: 0216 • ACR Convergence 2022

    The Rejected Manuscripts: Its Quality, Its Fate, and Empirical-based Suggestions for Improvement

    Aldo Barajas-Ochoa1, Antonio Cisneros-Barrios2 and Cesar Ramos-Remus3, 1Rutgers New Jersey Medical School., Richmond, VA, 2Universidad de Guadalajara, Guadalajara, Mexico, 3Unidad de Investigacion en Enfermedades Cronico-Degenerativas, Guadalajara, Mexico

    Background/Purpose: To assess the quality and performance of manuscripts previously rejected by a rheumatology-focused journal. Methods: This was a cross-sectional, audit-type study of manuscripts submitted…
  • Abstract Number: 0265 • ACR Convergence 2022

    In Patients with Rheumatoid Arthritis, Clinical Examination of the Feet Is Important for Understanding Individual Disease Burden, but Does Not Provoke a Change in Therapy in Most Cases

    Nicolai Leuchten, Christoph Weinert and Martin Aringer, University Medical Center and Faculty of Medicine TU Dresden, Dresden, Germany

    Background/Purpose: Disease activity scores like CDAI, SDAI, or DAS28, are essential for measuring rheumatoid arthritis (RA) disease activity. These scores do not contain foot joints.…
  • Abstract Number: 0570 • ACR Convergence 2022

    Clarifying Misbeliefs About Hydroxychloroquine (HCQ): Developing an Evidence-Based HCQ Benefits vs. Risk Decision Aid (HCQ-SAFE) Per Low Health Literacy Standards

    Shivani Garg1, Sancia Ferguson2, Betty Chewning3, Shelby Gomez4, Jon Keevil5 and Christie Bartels6, 1University of Madison, School of Medicine and Public Health, Madison, WI, 2University of Wisconsin School of Medicine & Public Health, Madison, WI, 3University of Wisconsin, School of Pharmacy, Madison, WI, 4UW Health, Stoughton, WI, 5NA, Madison, WI, 6University of Wisconsin School of Medicine and Public Health, Madison, WI

    Background/Purpose: Studies report ~83% of SLE patients discontinue hydroxychloroquine (HCQ) and many report suboptimal shared decision-making with their healthcare team. Moreover, patients report knowledge gaps…
  • Abstract Number: 1249 • ACR Convergence 2022

    Short-term Variations in Subchondral Tibial Bone Texture of Conventional X-Rays Predicts Knee Osteoarthritis Progression

    Ahmad Almhdie-Imjabbar1, Hechmi TOUMI2, Zineb ZERZOUF3 and Eric LESPESSAILLES4, 1University of Orleans / CHR Orleans, France, Orleans, Centre, France, 2Regional hospital centre of Orleans, France, Orleans, France, 3University of Tours, Tours, France, 4Regional hospital centre of Orleans, France, ORLEANS, Centre, France

    Background/Purpose: Early detection and assessment of Knee Osteoarthritis (KOA) prognostic factors are crucial for developing management and treatments that aim at prevention of irreversible damage…
  • Abstract Number: 2062 • ACR Convergence 2022

    Predicting Severe Flares: Real-world Application of a Decision-Tree Model Among the Medicaid-Insured Systemic Lupus Erythematosus (SLE) Population in the US

    Sandra Sze-jung Wu1, Allison Perry2, Nicole Zimmerman3, Helen Varker4, Rich Bizier4, Liisa Palmer4, Christine Dube5 and Gary Bryant6, 1AstraZeneca, Hockessin, DE, 2IBM Watson Health, New York, NY, 3IBM Watson Health, Chagrin Falls, OH, 4Merative, Cambridge, MA, 5AstraZeneca, Torrington, CT, 6AstraZeneca, New Castle, DE

    Background/Purpose: Systemic lupus erythematosus (SLE) is a complex disease with multisystem inflammation resulting in variable clinical manifestations. As a result, predicting the occurrence of an…
  • Abstract Number: 0107 • ACR Convergence 2021

    Acceptability of the COVID-19 Vaccine in Patients with Rheumatic Diseases and Healthcare Professionals in 19 Arab Countries

    Lina El Kibbi1, Mona Metawee1, Ihsane Hmamouchi2, Nizar Abdulateef3, Hussein Halabi4, Mervat Eissa5, Manal El Rakawi6, Basel Masri7, Fatemah Abutiban8, Wafa Hamdi9, Asal Adnan3, Antonella Abi Najm10, Renaud Felten11, Laurent Arnaud11 and Nelly Ziade12, 1Specialized Medical Center, Riyadh, Saudi Arabia, 2Rheumatology Unit, Temara Hospital, Laboratory of Biostatistics, Clinical Research and Epidemiology (LBRCE), Faculty of Medicine and Pharmacy, Mohammed V University, Rabat, Morocco, 3Rheumatology Unit, Department of Medicine, College of Medicine, University of Baghdad, Baghdad, Iraq, 4King Faisal Specialist Hospital and Research Center, Jeddah, Saudi Arabia, 5Cairo University, Cairo, Egypt, Cairo, Egypt, 6Rheumatology Department, Douera Hospital, Faculty of Medicine, Saad Dahlab, Blida, Algeria, 7Jordan Hospital, Amman, Jordan, 8Rheumatology Unit, Department of Medicine, Jaber Alahmed Alsabah Hospital, Kuwait City, Kuwait, 9Rheumatology Department, Kassab Institute of Orthopedics, UR17SP04, Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia, 10Faculty of Medicine, Saint-Joseph University, Beirut, Lebanon, 11Department of Rheumatology, French National Reference Center for Autoimmune Diseases (CRMR RESO), Strasbourg, France, 12Rheumatology Department, Saint-Joseph Medical University and Hotel-Dieu de France Hospital, Beirut, Lebanon

    Background/Purpose: The first COVID-19 vaccines were authorized in December 2020. However, their acceptability remains debated and has never been evaluated in patients with chronic rheumatic…
  • Abstract Number: PP02 • ACR Convergence 2021

    Leveraging Digital Health Tracking to Improve Arthritis Management

    Katie Roberts, Annapolis, MD

    Background/Purpose: I was diagnosed with psoriasis when I was age 10 in 1986. At that time, my treatment plan consisted of regular application of Eucerin…
  • Abstract Number: 1619 • ACR Convergence 2020

    Immunoglobulin G Subclass Ordering Patterns for IgG4-Related Disease at an Academic Medical Center

    Lena Eder1 and David Leverenz2, 1Duke University Hospital, Chapel Hill, NC, 2Duke University, DURHAM, NC

    Background/Purpose: We have noticed an increasing number of serum IgG4 levels ordered over the last several years at our institution. This study was performed to…
  • Abstract Number: 1699 • ACR Convergence 2020

    Training Residents to ‘Choose Wisely’ When Testing for Antinuclear Antibodies

    Iman Qaiser1, Tracy Koehler1 and Richard Martin2, 1Mercy Health Saint Mary's, Grand Rapids, MI, 2Michigan State University College of Human Medicine, Grand Rapids, MI

    Background/Purpose: In many hospitals residents are the first providers to evaluate new patients. Consequently, residents often initiate the work-up of newly admitted patients. Multiple studies…
  • Abstract Number: 1707 • ACR Convergence 2020

    Development and Delivery of Continuing Education Interventions Promoting Shared Decision Making in Rheumatoid Arthritis

    Richard Martin1, Marianna Shershneva2 and Lily Zurkovsky3, 1Michigan State University College of Human Medicine, Grand Rapids, MI, 2Senior Administrative Program Specialist, Office of Continuing Professional Development University of Wisconsin School of Medicine and Public Health, Madison, WI, 3Forefront Collaborative, Carmel, IN

    Background/Purpose: A core CMS policy goal is to improve patient experience by encouraging patient-centered care and shared decision making (SDM).  However, SDM techniques are underutilized…
  • Abstract Number: 1723 • ACR Convergence 2020

    RA Flare Prediction via Machine Learning and Algorithm Based on SSDM Big Data

    Yan Zhao1, Rong Mu2, Xiaomei Li3, Hongsheng Sun4, Cundong Mi5, Guosheng Wang3, Shengqian Xu6, Minghua Xu7, Haiying Chen8, Qingchun Huang9, Ling Lei10, HaiLi Shen11, Hui Xiao12, Yuhua Jia13, Bing Wu13, Xin Chen12, Shengsong Jia12 and Fei Xiao13, 1Peking Union Medical College hospital, Beijing, Beijing, China (People's Republic), 2People's Hospital, Beijing University Medical School, Beijing, Beijing, China (People's Republic), 3the First Affiliated Hospital of University of Science and Technology of China, Hefei, Anhui, China (People's Republic), 4Shandong Provincial Hospital Affiliated to Shandong University, Jinan, Shandong, China (People's Republic), 5The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China (People's Republic), 6the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China (People's Republic), 7Affiliated Hospital of Hebei University, Baoding, Hebei, China (People's Republic), 8The Third Affiliated Hospital of Hebei Medical University, Shijiazhuang, Hebei, China (People's Republic), 9Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, Guangdong, China (People's Republic), 10The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China (People's Republic), 11Second Hospital of Lanzhou University, Lanzhou, Gansu, China (People's Republic), 12Shanghai Gothic Internet Technology Co., Ltd., Shanghai, Shanghai, China (People's Republic), 13Shanghai Gothic Internet Technology Co., Ltd., Shanghai, China (People's Republic)

    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…
  • Abstract Number: 1774 • ACR Convergence 2020

    Making Decisions About Medication Use, Pregnancy, and Having Children Among Women with Rheumatoid Arthritis: A Constructivist Grounded Theory Study

    Nevena Rebic1, Ria Garg2, Sarah Munro2, Glen Hazlewood3, Neda Amiri2, Nick Bansback2, Stephanie Ensworth2, Corisande Baldwin4, Laurie Proulx5 and Mary De Vera1, 1Arthritis Research Canada, University of British Columbia, Vancouver, BC, Canada, 2University of British Columbia, Vancouver, BC, Canada, 3University of Calgary, Calgary, AB, Canada, 4University of British Columbia, Calgary, AB, Canada, 5Canadian Arthritis Patient Alliance, Ottawa, Canada

    Background/Purpose: Despite guidelines for managing rheumatoid arthritis (RA) in pregnancy, high rates of discontinuation of disease-modifying anti-rheumatic drugs (DMARDs) considered safe for women with RA…
  • Abstract Number: 0244 • ACR Convergence 2020

    What Are the Early versus Late Predictors for Systemic Lupus Erythematosus (SLE) Diagnosis?

    Yiting Wang1, Kirsten Lum2, Karen Costenbader3, Grace Wang4, Jennifer Lofland5, Dominik Naessens6, Yihan Zhao7, Kourtney Davis8 and Chetan Karyekar9, 1Janssen Research & Development, LLC, Newark, DE, 2Janssen Pharm Technology - Data Sciences and Data Management, Horsham, PA, 3Brigham and Women's Hospital and Harvard Medical School, Boston, MA, 4Janssen Pharmaceuticals, Horsham, 5Janssen Global Market Access, horsham, PA, 6Jassen Global Market Access, Beerse, Belgium, 7Janssen Pharm Technology - Data Sciences and Data Management, Horsham, 8Janssen R&D, LLC, Titusville, NJ, 9Janssen Global Services, LLC, Horsham, PA

    Background/Purpose: SLE is clinically heterogenous and its diagnosis is often difficult or delayed. The length of time from symptom onset or from when patients seek…
  • Abstract Number: 0535 • ACR Convergence 2020

    Provider Opinion and Support for Shared Decision-making in Gout Treatment: A Quality Improvement National Survey of Veterans Affairs Rheumatologists

    Jasvinder Singh1, John Richards2, Elizabeth Chang3, Toupin-April, Karine Toupin-April4 and Jennifer Barton5, 1University of Alabama at Birmingham, Birmingham, AL, 2Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, 3Phoenix VA Medical Center, Phoenix, AZ, Phoenix, AZ, 4VA Portland Oregon, Portland, OR, 5Oregon University, Portland, OR

    Background/Purpose: To assess rheumatologists’ views and practices related to shared decision making (SDM) in gout treatment.Methods: We performed a cross-sectional electronic survey of rheumatologists at…
  • Abstract Number: 0750 • ACR Convergence 2020

    Nuclei Detection in Rheumatoid Arthritis Synovial Tissue Using Artificial Intelligence

    Steven Guan1, David Slater1, James Thompson1, Edward DiCarlo2, Diyu Pearce-Fisher2, Susan Goodman3, Bella Mehta4 and Dana Orange5, 1MITRE, McLean, VA, 2Hospital for Special Surgery, New York, 3Hospital for Special Surgery, Weill Cornell Medicine, New York, NY, 4Hospital for Special Surgery/Weill Cornell Medicine, New York, NY, 5Rockefeller University, New York

    Background/Purpose: Hematoxylin and eosin (H&E) stained rheumatoid arthritis synovium are routinely used to assess inflammation [1]. In this work, we propose an automated approach using…
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