ArticleCartilage2021
Automated Knee Osteoarthritis Assessment Increases Physicians' Agreement Rate and Accuracy: Data from the Osteoarthritis Initiative.
Article in Cartilage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 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
30 citing papers in PubMed, 1 synthesis or guideline pooled it, 55 citations in OpenAlex.
- Synovial Fluid Biomarkers in Knee Osteoarthritis: A Systematic Review and Quantitative Evaluation Using BIPEDs Criteria.Cartilage · 2021Pooled it
- Review
- Multimodal Peripheral Blood Immunophenotyping and Single-Cell Epigenetic Analysis of Knee Osteoarthritis Reveals Expansion and Epigenetic Dysregulation of Treg Cell and Nonclassical Monocyte Populations.Arthritis & rheumatology (Hoboken, N.J.) · 2026Article
- Influence of major trauma and lower limb loss on radiographic progression and incidence of knee osteoarthritis and pain: a comparative and predictive analysis from the ADVANCE study.Arthritis research & therapy · 2026Article
- Insights into knee post-traumatic osteoarthritis pathophysiology from the relationship of serum biomarkers to radiographic features in the ADVANCE cohort.Arthritis research & therapy · 2025Article
- From variability to consistency: building a Kellgren-Lawrence gonarthrosis dataset.Journal of orthopaedic surgery and research · 2025Article
- Delaying arthroplasty: The potential of knee joint distraction in young osteoarthritis patients-A prospective case series.Journal of experimental orthopaedics · 2025Article
- [Current Landscape and Commercialization of AI Models in Musculoskeletal Imaging].Journal of the Korean Society of Radiology · 2025Review
- Nanoparticle-enabled molecular imaging diagnosis of osteoarthritis.Materials today. Bio · 2025Review
- We may be closer to automated Kellgren-Lawrence grading for knee osteoarthritis than we thought.European radiology · 2025Article
- Osteoarthritis after major combat trauma: the Armed Services Trauma Rehabilitation Outcome Study.Rheumatology advances in practice · 2025Article
- A Review for automated classification of knee osteoarthritis using KL grading scheme for X-rays.Biomedical engineering letters · 2025Review
- Artificial intelligence in musculoskeletal imaging: realistic clinical applications in the next decade.Skeletal radiology · 2024Review
- Orthopaedic surgeons display a positive outlook towards artificial intelligence: A survey among members of the AGA Society for Arthroscopy and Joint Surgery.Journal of experimental orthopaedics · 2024Article
- Subchondral bone: An emerging target for the treatment of articular surface lesions of the knee.Journal of experimental orthopaedics · 2024Review
- Association of AI-determined Kellgren-Lawrence grade with medial meniscus extrusion and cartilage thickness by AI-based 3D MRI analysis in early knee osteoarthritis.Scientific reports · 2023Article
- Assessment of a novel deep learning-based software developed for automatic feature extraction and grading of radiographic knee osteoarthritis.BMC musculoskeletal disorders · 2023Article
- Artificial intelligence in osteoarthritis: repair by knee joint distraction shows association of pain, radiographic and immunological outcomes.Rheumatology (Oxford, England) · 2023Article
- Artificial Intelligence for Neuroimaging and Musculoskeletal Radiology: Overview of Current Commercial Algorithms.Seminars in roentgenology · 2023Article
- Artificial intelligence-based computer-aided system for knee osteoarthritis assessment increases experienced orthopaedic surgeons' agreement rate and accuracy.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.