Rheumatology

Arthritis

Latest AI and machine learning research in arthritis for healthcare professionals.

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Osteoarthritis progression pattern based on patient specific characteristics using machine learning.

This study aimed to identify key factors associated with different progression patterns of early ost...

Advanced QSPR modeling of profens using machine learning and molecular descriptors for NSAID analysis.

In this paper, we present a predictive model based on artificial neural network (ANN) to evaluate pr...

Genetic and molecular underpinnings of the link between rheumatoid arthritis and myasthenia gravis: Insights from GWAS and transcriptomic analyses.

BACKGROUND: Although studies have shown that patients with rheumatoid arthritis (RA) are at a higher...

Roadmap for Commercial Nanomedicine Development: Integrating Quality by Design Principles with Pharmaceutical Nanotechnology.

Integrating Quality by Design (QbD) principles into nanomedicine development marks a paradigm shift ...

MR-Transformer: A Vision Transformer-based Deep Learning Model for Total Knee Replacement Prediction Using MRI.

Purpose To develop a transformer-based deep learning model-MR-Transformer-that leverages ImageNet p...

A Geometric Deep Learning Model for Real-Time Prediction of Knee Joint Biomechanics Under Meniscal Extrusion.

Meniscal extrusion (ME) has been identified as a key factor contributing to knee joint dysfunction a...

Applying binary mixed model to predict knee osteoarthritis pain.

Data used to understand knee osteoarthritis (KOA) often involves knee-level, rather than person-leve...

A Scoping Review on AI-Supported Interventions for Non-Pharmacological Management of Chronic Rheumatic Diseases.

This review summarizes AI-supported non-pharmacological interventions for adults with chronic rheuma...

Interpretive prediction of hyperuricemia and gout patients via machine learning analysis of human gut microbiome.

Hyperuricemia (HUA) and gout result from imbalances in uric acid metabolism and are closely associat...

UBE2D1 as a key biomarker in systemic juvenile idiopathic arthritis: a new perspective on diagnosis and disease activity assessment.

BACKGROUND: Early diagnosis is crucial for reducing disability and improving long-term prognosis in ...

Assessment of T2-weighted MRI-derived synthetic CT for the detection of suspected lumbar facet arthritis: a comparative analysis with conventional CT.

PURPOSE: We evaluated sCT generated from T2-weighted imaging (T2WI) using deep learning techniques t...

Confidence-Driven Deep Learning Framework for Early Detection of Knee Osteoarthritis.

Knee Osteoarthritis (KOA) is a prevalent musculoskeletal disorder that severely impacts mobility and...

Radiographic Bone Texture Analysis using Deep Learning Models for Early Rheumatoid Arthritis Diagnosis.

Rheumatoid arthritis (RA) is distinguished by the presence of modified bone microarchitecture, also ...

Nuclear morphometrics coupled with machine learning identifies dynamic states of senescence across age.

Cellular senescence is an irreversible state of cell cycle arrest with a complex role in tissue repa...

Serum tryptophan-kynurenine metabolites served as biomarkers of disease activity in rheumatoid arthritis and linked to immune imbalance.

BACKGROUND: Immune imbalance caused by imbalanced helper T(Th)17/regulatory T (Treg) and follicular ...

Quantifying features from X-ray images to assess early stage knee osteoarthritis.

Knee osteoarthritis (KOA) is a progressive degenerative joint disease and a leading cause of disabil...

Liposome-encapsulated AICAR hydrogel regulates macrophage metabolic reprogramming via SIK1 activation to alleviate osteoarthritis.

BACKGROUND: Osteoarthritis (OA), the most prevalent joint disorder, is characterized by a complex et...

A robust machine learning approach to predicting remission and stratifying risk in rheumatoid arthritis patients treated with bDMARDs.

Rheumatoid arthritis (RA) is a chronic autoimmune disease affecting millions worldwide, leading to i...

Identification of MEG3 and MAPK3 as potential therapeutic targets for osteoarthritis through multiomics integration and machine learning.

Knee osteoarthritis (KOA) is a prevalent degenerative joint disorder, yet its underlying molecular m...

Assessment of drug induced hyperuricemia and gout risk using the FDA adverse event reporting system.

Hyperuricemia, the key pathological basis of gout, is increasingly prevalent worldwide. While lifest...

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