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…
Incoming Arthritis & Rheumatology Editor-in-Chief Dr. S. Louis Bridges Jr., MD, PhD, discusses his path to rheumatology and outlines his vision for the journal.
I often think about medical literature as a sprawling metropolis. There are towering skyscrapers of randomized controlled trials, lofty schools of systematic reviews and meta-analyses, and verdant parks of qualitative studies. Much less assuming are the case reports, which are sort of like homesteads for the majority of people who publish and contribute to the…
Guest columnists Dr. Daniel Solomon & Dr. Andrew Concoff discuss the potential of technology, such as mobile health apps, to enhance remote care & improve access for underserved patients.
Over our 25 years as rheumatologists, care has advanced greatly. We each completed our rheumatology training in the late 1990s when both infliximab and etanercept first arrived on the U.S. market, ushering in the era of biologics in rheumatology. Since this time, our greater understanding of the immunologic basis of many rheumatic diseases has translated…
WASHINGTON, D.C.—It is no small task to summarize an entire year’s worth of research accomplishments in any field of medicine, let alone one as complex as rheumatology. At ACR Convergence 2024, the Pediatric Year in Review not only provided a thoughtful summary, but also grouped advances along several different themes. Immune Health & More Jessica…
At a Great Debate session, speakers discussed whether mixed connective tissue disease is a distinct disease entity in rheumatology.