ReviewNature reviews. Rheumatology2020
Machine learning in rheumatology approaches the clinic.
Review in Nature reviews. Rheumatology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- Enhancing the Diagnosis of Behçet's Disease Using Machine Learning: A Comparative Study on Clinical Data From Saudi Arabia.International journal of telemedicine and applications · 2026Article
- Article
- A multidimensional approach reveals the function of lactylation related genes in osteoarthritis.Scientific reports · 2025Article
- The emerging paradigm in pediatric rheumatology: harnessing the power of artificial intelligence.Rheumatology international · 2024Review
- Application of artificial intelligence in rheumatic disease: a bibliometric analysis.Clinical and experimental medicine · 2024Article
- Entry point of machine learning in axial spondyloarthritis.RMD open · 2024Review
- Machine learning and deep neural network-based learning in osteoarthritis knee.World journal of methodology · 2023Review
- Osteoporosis Feature Selection and Risk Prediction Model by Machine Learning Using a Cross-Sectional Database.Journal of bone metabolism · 2023Article
- Development of machine learning models for detection of vision threatening Behçet's disease (BD) using Egyptian College of Rheumatology (ECR)-BD cohort.BMC medical informatics and decision making · 2023Article
- A Hybrid Generic Framework for Heart Problem Diagnosis Based on a Machine Learning Paradigm.Sensors (Basel, Switzerland) · 2023Article
- Diagnosing growing pains in children by using machine learning: a cross-sectional multicenter study.Medical & biological engineering & computing · 2022Article
- A machine learning approach applied to gynecological ultrasound to predict progression-free survival in ovarian cancer patients.Archives of gynecology and obstetrics · 2022Observational
- Machine learning predicts response to TNF inhibitors in rheumatoid arthritis: results on the ESPOIR and ABIRISK cohorts.RMD open · 2022Article
- Artificial intelligence, machine learning, and deep learning for clinical outcome prediction.Emerging topics in life sciences · 2021Article
- An introduction to machine learning and analysis of its use in rheumatic diseases.Nature reviews. Rheumatology · 2021Review
- A convolutional neural network with transfer learning for automatic discrimination between low and high-grade synovitis: a pilot study.Internal and emergency medicine · 2021Article
- Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis.JMIR medical informatics · 2021Article
- Precision medicine and machine learning towards the prediction of the outcome of potential celiac disease.Scientific reports · 2021Article
- Machine Learning in Rheumatic Diseases.Clinical reviews in allergy & immunology · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
31908355What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.