Biological classification of childhood arthritis: roadmap to a molecular nomenclature

PA Nigrovic, RA Colbert, VM Holers, S Ozen… - Nature reviews …, 2021 - nature.com
Chronic inflammatory arthritis in childhood is heterogeneous in presentation and course.
Most forms exhibit clinical and genetic similarity to arthritis of adult onset, although at least …

Use of machine learning in osteoarthritis research: a systematic literature review

M Binvignat, V Pedoia, AJ Butte, K Louati… - Rmd Open, 2022 - rmdopen.bmj.com
Objective The aim of this systematic literature review was to provide a comprehensive and
exhaustive overview of the use of machine learning (ML) in the clinical care of osteoarthritis …

[HTML][HTML] Enterosignatures define common bacterial guilds in the human gut microbiome

C Frioux, R Ansorge, E Özkurt, CG Nedjad, J Fritscher… - Cell Host & Microbe, 2023 - cell.com
The human gut microbiome composition is generally in a stable dynamic equilibrium, but it
can deteriorate into dysbiotic states detrimental to host health. To disentangle the inherent …

[HTML][HTML] Understanding the role and adoption of artificial intelligence techniques in rheumatology research: an in-depth review of the literature

A Madrid-García, B Merino-Barbancho… - Seminars in Arthritis and …, 2023 - Elsevier
The major and upward trend in the number of published research related to rheumatic and
musculoskeletal diseases, in which artificial intelligence plays a key role, has exhibited the …

Machine learning in rheumatic diseases

M Jiang, Y Li, C Jiang, L Zhao, X Zhang… - Clinical Reviews in …, 2021 - Springer
With advances in information technology, the demand for using data science to enhance
healthcare and disease management is rapidly increasing. Among these technologies …

Sex differences in musculoskeletal injury and disease risks across the lifespan: Are there unique subsets of females at higher risk than males for these conditions at …

DA Hart - Frontiers in Physiology, 2023 - frontiersin.org
Sex differences have been reported for diseases of the musculoskeletal system (MSK) as
well as the risk for injuries to tissues of the MSK system. For females, some of these occur …

Updates in juvenile idiopathic arthritis

D McCurdy, MF Parsa - Advances in Pediatrics, 2021 - advancesinpediatrics.com
INTRODUCTION Juvenile idiopathic arthritis (JIA) is a clinically heterogeneous group of
arthritides that has been divided into categories in order to better understand pathogenesis …

Machine learning in rheumatology approaches the clinic

A Pandit, TRDJ Radstake - Nature Reviews Rheumatology, 2020 - nature.com
Machine learning and high-throughput technologies hold promise for the classification,
diagnosis and treatment of patients with rheumatic diseases, with the ultimate goal of …

The emerging paradigm in pediatric rheumatology: harnessing the power of artificial intelligence

O Koker, S Sahin, M Yildiz, A Adrovic… - Rheumatology …, 2024 - Springer
Artificial intelligence algorithms, with roots extending into the past but experiencing a
resurgence and evolution in recent years due to their superiority over traditional methods …

Implications of juvenile idiopathic arthritis genetic risk variants for disease pathogenesis and classification

PA Nigrovic, M Martínez-Bonet… - Current opinion in …, 2019 - journals.lww.com
Genetic data indicate a continuity between JIA and adult arthritis poorly reflected in current
nomenclature. Advancing methodologies will help to identify new pathogenic mechanisms …