AIMC Topic: Arthritis, Rheumatoid

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Predictive analytics for step-up therapy: Supervised or semi-supervised learning?

Journal of biomedical informatics Jun 17, 2021
BACKGROUND: Step-up therapy is a patient management approach that aims to balance the efficacy, costs and risks posed by different lines of medications. While the initiation of first line medications is a straightforward decision, stepping-up a patie...
Humans Arthritis, Rheumatoid Support Vector Machine Supervised Machine Learning
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An Efficient CNN for Hand X-Ray Classification of Rheumatoid Arthritis.

Journal of healthcare engineering Jun 14, 2021
Hand Radiography (RA) is one of the prime tests for checking the progress of rheumatoid joint inflammation in human bone joints. Recognizing the specific phase of RA is a difficult assignment, as human abilities regularly curb the techniques for it. ...
Radiography Hand X-Rays Humans Neural Networks, Computer Arthritis, Rheumatoid
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Automatic phenotyping of electronical health record: PheVis algorithm.

Journal of biomedical informatics Mar 19, 2021
Electronic Health Records (EHRs) often lack reliable annotation of patient medical conditions. Phenorm, an automated unsupervised algorithm to identify patient medical conditions from EHR data, has been developed. PheVis extends PheNorm at the visit ...
Humans Machine Learning Algorithms Electronic Health Records Arthritis, Rheumatoid Natural Language Processing
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A 9 mRNAs-based diagnostic signature for rheumatoid arthritis by integrating bioinformatic analysis and machine-learning.

Journal of orthopaedic surgery and research Jan 11, 2021
BACKGROUND: Rheumatoid arthritis (RA) is an autoimmune rheumatic disease that carries a substantial burden for both patients and society. Early diagnosis of RA is essential to prevent disease progression and select an optimal therapeutic strategy. Ho...
Biomarkers Female Male Gene Expression Profiling Humans Machine Learning Forecasting Microfilament Proteins Cofilin 1 Profilins Logistic Models Arthritis, Rheumatoid Gene Expression Computational Biology Actins RNA, Messenger
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Computer-aided diagnosis based on hand thermal, RGB images, and grip force using artificial intelligence as screening tool for rheumatoid arthritis in women.

Medical & biological engineering & computing Jan 8, 2021
Rheumatoid arthritis (RA) is an autoimmune disorder that typically affects people between 23 and 60 years old causing chronic synovial inflammation, symmetrical polyarthritis, destruction of large and small joints, and chronic disability. Clinical di...
Arthritis, Rheumatoid Hand Strength Computers Hand Female Humans Artificial Intelligence
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Association of a Serum Protein Signature With Rheumatoid Arthritis Development.

Arthritis & rheumatology (Hoboken, N.J.) Nov 10, 2020
OBJECTIVE: The pathophysiologic events that precede the onset of rheumatoid arthritis (RA) remain incompletely understood. This study was undertaken to identify changes in the serum proteome that precede the onset of RA, with the aim of providing new...
Rheumatoid Factor Asymptomatic Diseases Lectins Calreticulin Toll-Like Receptor 2 Ficolins Aged Longitudinal Studies Young Adult Anti-Citrullinated Protein Antibodies Adult Interleukin-1 Disease Progression Male Machine Learning Arthritis, Rheumatoid Adolescent Middle Aged Tumor Necrosis Factor-alpha Humans Proteomics Female Indians, North American
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Activity Prediction of Small Molecule Inhibitors for Antirheumatoid Arthritis Targets Based on Artificial Intelligence.

ACS combinatorial science Nov 4, 2020
Rheumatoid arthritis (RA) is a chronic autoimmune disease, which is compared to "immortal cancer" in industry. Currently, SYK, BTK, and JAK are the three major targets of protein tyrosine kinase for this disease. According to existing research, marke...
Artificial Intelligence Arthritis, Rheumatoid Humans Molecular Structure Small Molecule Libraries
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Applying cascaded convolutional neural network design further enhances automatic scoring of arthritis disease activity on ultrasound images from rheumatoid arthritis patients.

Annals of the rheumatic diseases Jun 5, 2020
OBJECTIVES: We have previously shown that neural network technology can be used for scoring arthritis disease activity in ultrasound images from rheumatoid arthritis (RA) patients, giving scores according to the EULAR-OMERACT grading system. We have ...
Clinical Trials as Topic Joints Rheumatology Neural Networks, Computer Ultrasonography Humans Synovitis Reproducibility of Results Female Male Arthritis, Rheumatoid Adult Middle Aged Image Interpretation, Computer-Assisted Severity of Illness Index
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Oral microbiome-systemic link studies: perspectives on current limitations and future artificial intelligence-based approaches.

Critical reviews in microbiology May 21, 2020
In the past decade, there has been a tremendous increase in studies on the link between oral microbiome and systemic diseases. However, variations in study design and confounding variables across studies often lead to inconsistent observations. In th...
Microbiota Humans Disease Mouth Arthritis, Rheumatoid Pregnancy Diagnosis Metagenomics Neural Networks, Computer Female Pancreatic Neoplasms Artificial Intelligence Diabetes Mellitus, Type 2 Atherosclerosis
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Patient discussions of glucocorticoid-related side effects within an online health community forum.

Annals of the rheumatic diseases Mar 25, 2020
Arthritis, Rheumatoid Social Media Data Mining Humans Machine Learning Glucocorticoids
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