Can machine learning aid clinicians in diagnosing systemic lupus erythematosus? Adamichou et al. designed an algorithm that uses classical features of lupus to simulate medical reasoning and identify lupus early in the disease process. They were able to validate the algorithm, which demonstrated high sensitivity, specificity and accuracy.
As the capabilities of machine learning and artificial intelligence improve, rheumatologists have access to more data than ever, which may enable them to better predict which patients will respond to specific treatments, such as tumor necrosis factor inhibitors.
Machine learning is a tool that may help pediatric rheumatologists distinguish between different subtypes of juvenile idiopathic arthritis (JIA) and predict treatment response.
Machine learning, immunology, the metabolism—are just a few of the topics addressed during…
Dr. Laurent Arnaud highlighted the latest information on systemic lupus erythematosus (SLE), including genetics, technology, treat to target, and promising findings for pulse therapy in his session at EULAR 2024.
A handful of articles on artificial intelligence (AI) have graced the pages of this publication in the past six years, including one by Bharat Kumar, MD, in November 2022. Dr. Kumar highlighted the exciting potential of AI in rheumatology, including machine learning (ML) algorithms for the prediction of response to methotrexate and a predictive model…
Reducing the time to diagnosis and initiation of appropriate treatment is paramount to intercept inflammatory damage in patients at the onset of rheumatic disease. But those targets can be delayed by provider shortages and other barriers to care. Since last June, Remission Medical, a virtual rheumatology clinic, has been partnering with Mayo Clinic to find…
When patients have questions, can artificial intelligence (AI) generate accurate, comprehensive answers? Ye et al. conducted a single-center, cross-sectional survey of rheumatology patients and physicians in Edmonton, Canada, to explore that question.
SAN DIEGO—The inflammatory myopathies are a heterogeneous group of conditions that, although discovered decades ago, continue to challenge rheumatologists in terms of their myriad clinical presentations. In Flexing Strong Science on Weak Muscles: Genetics, Genomics and Autoantibodies in Myositis, two speakers provided exceptionally helpful insights into these conditions, using novel tools for analysis. 6 Types…
SAN DIEGO—Differences between psoriatic arthritis and rheumatoid arthritis highlight the need for the development of imaging modalities, laboratory tests and other biomarkers that are explored and validated specifically for PsA to advance the goal of personalized or precision medicine. In this article, expert David S. Pisetsky, MD, PhD, explores the top research in psoriatic arthritis presented at ACR Convergence 2023.