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Imaging of knee osteoarthritis: a review of multimodal diagnostic approach
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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American College of Rheumatology report on reasonable use of musculoskeletal ultrasonography in rheumatology clinical practice
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Periarticular lesions detected on magnetic resonance imaging: Prevalence in knees with and without symptoms
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The prevalence of knee osteoarthritis in the elderly. the framingham osteoarthritis study
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Quantitative assessment of cartilage status in osteoarthritis by quantitative magnetic resonance imaging: Technical validation for use in analysis of cartilage volume and further morphologic parameters
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Increase in bone marrow lesions associated with cartilage loss: A longitudinal magnetic resonance imaging study of knee osteoarthritis
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Delayed gadolinium‐enhanced magnetic resonance imaging of the meniscus: An index of meniscal tissue degeneration?
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Discordance between pain and radiographic severity in knee osteoarthritis: Findings from quantitative sensory testing of central sensitization
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PET/MRI of metabolic activity in osteoarthritis: A feasibility study
inferredcites →https://doi.org/10.1002/mrm.22693openalex-snapshot
Longitudinal analysis of MRI T2 knee cartilage laminar organization in a subset of patients from the osteoarthritis initiative: A texture approach
inferredcites →https://doi.org/10.1002/msc.1536openalex-snapshot
Imaging of knee osteoarthritis: A review of current evidence and clinical guidelines
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Radiographic assessment of osteoarthritis: Analysis of disease progression
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Defining the presence of radiographic knee osteoarthritis: a comparison between the Kellgren and Lawrence system and OARSI atlas criteria
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Conservatively treated knee injury is associated with knee cartilage matrix degeneration measured with MRI-based T2 relaxation times: data from the osteoarthritis initiative
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Emerging role of integrated PET-MRI in osteoarthritis
inferredcites →https://doi.org/10.1007/s00264-022-05445-7openalex-snapshot
Simultaneous 18F-FDG-PET/MRI for the detection of periprosthetic joint infections after knee or hip arthroplasty: a prospective feasibility study
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T1rho, T2 and focal knee cartilage abnormalities in physically active and sedentary healthy subjects versus early OA patients—a 3.0-Tesla MRI study
inferredcites →https://doi.org/10.1007/s10067-011-1701-xopenalex-snapshot
Clinic and ultrasound findings related to pain in patients with knee osteoarthritis
inferredcites →https://doi.org/10.1007/s40477-015-0168-zopenalex-snapshot
Knee bursitis: a sonographic evaluation
inferredcites →https://doi.org/10.1016/j.crad.2010.11.005openalex-snapshot
Meniscal tear evaluation. Comparison of a conventional spin-echo proton density sequence with a fast spin-echo sequence utilizing a 512×358 matrix size
inferredcites →https://doi.org/10.1016/j.crad.2022.04.007openalex-snapshot
Differential 18F–NaF uptake in various compartments in knee osteoarthritis: an observational study using PET/MRI
inferredcites →https://doi.org/10.1016/j.ejrad.2011.07.017openalex-snapshot
T1rho MRI of menisci and cartilage in patients with osteoarthritis at 3T
inferredcites →https://doi.org/10.1016/j.jacr.2018.03.016openalex-snapshot
ACR Appropriateness Criteria ® Chronic Ankle Pain
inferredcites →https://doi.org/10.1016/j.jacr.2018.09.016openalex-snapshot
ACR Appropriateness Criteria® Chronic Knee Pain
inferredcites →https://doi.org/10.1016/j.joca.2003.08.010openalex-snapshot
Early radiographic osteoarthritis is associated with substantial changes in cartilage volume and tibial bone surface area in both males and females
inferredcites →https://doi.org/10.1016/j.joca.2005.01.005openalex-snapshot
Synovitis: a potential predictive factor of structural progression of medial tibiofemoral knee osteoarthritis – results of a 1 year longitudinal arthroscopic study in 422 patients
inferredcites →https://doi.org/10.1016/j.joca.2006.02.026openalex-snapshot
Magnetic resonance imaging (MRI) of articular cartilage in knee osteoarthritis (OA): morphological assessment
inferredcites →https://doi.org/10.1016/j.joca.2006.11.009openalex-snapshot
Atlas of individual radiographic features in osteoarthritis, revised
inferredcites →https://doi.org/10.1016/j.joca.2006.12.010openalex-snapshot
Positron emission tomography with 18F-FDG in osteoarthritic knee
inferredcites →https://doi.org/10.1016/j.joca.2010.07.008openalex-snapshot
Anatomical distribution of synovitis in knee osteoarthritis and its association with joint effusion assessed on non-enhanced and contrast-enhanced MRI
inferredcites →https://doi.org/10.1016/j.joca.2012.01.016openalex-snapshot
Diagnostic performance of knee ultrasonography for detecting degenerative changes of articular cartilage
inferredcites →https://doi.org/10.1016/j.joca.2012.08.021openalex-snapshot
Pain in patients with equal radiographic grades of osteoarthritis in both knees: the value of gray scale ultrasound
inferredcites →https://doi.org/10.1016/j.joca.2015.05.026openalex-snapshot
Compositional MRI techniques for evaluation of cartilage degeneration in osteoarthritis
inferredcites →https://doi.org/10.1016/j.joca.2017.11.018openalex-snapshot
Systematic review and meta-analysis of the reliability and discriminative validity of cartilage compositional MRI in knee osteoarthritis
inferredcites →https://doi.org/10.1016/j.joca.2020.02.481openalex-snapshot
Use of clinical and imaging features of osteoarthritis to predict knee replacement in persons with and without radiographic osteoarthritis: the most study
inferredcites →https://doi.org/10.1016/j.joca.2021.04.014openalex-snapshot
[18F]NaF PET-MRI provides direct in-vivo evidence of the association between bone metabolic activity and adjacent synovitis in knee osteoarthritis: a cross-sectional study
inferredcites →https://doi.org/10.1016/j.joca.2021.11.019openalex-snapshot
Three-dimensional analysis for quantification of knee joint space width with weight-bearing CT: comparison with non-weight-bearing CT and weight-bearing radiography
inferredcites →https://doi.org/10.1016/j.orthres.2004.06.015openalex-snapshot
Detection of changes in articular cartilage proteoglycan by T1ρ magnetic resonance imaging
inferredcites →https://doi.org/10.1016/j.semarthrit.2015.10.004openalex-snapshot
Clinical assessment of effusion in knee osteoarthritis—A systematic review
inferredcites →https://doi.org/10.1016/s0049-0172(99)80005-5openalex-snapshot
Sonographic imaging of normal and osteoarthritic cartilage
inferredcites →https://doi.org/10.1016/s1063-4584(03)00080-3openalex-snapshot
Magnetic resonance-detected subchondral bone marrow and cartilage defect characteristics associated with pain and X-ray-defined knee osteoarthritis
inferredcites →https://doi.org/10.1016/s1063-4584(08)60446-xopenalex-snapshot
405 WHAT IS THE MOST ACCURATE MRI APPROACH TO ASSESS SYNOVITIS AND/OR EFFUSION IN KNEE OA?
inferredcites →https://doi.org/10.1016/s1063-4584(97)80002-7openalex-snapshot
The Bristol ‘OA500’ Study: progression of osteoarthritis (OA) over 3 years and the relationship between clinical and radiographic changes at the knee joint
inferredcites →https://doi.org/10.1038/nrrheum.2012.69openalex-snapshot
Meniscus pathology, osteoarthritis and the treatment controversy
inferredcites →https://doi.org/10.1038/s41598-018-35824-3openalex-snapshot
Ultrasonography of the late-stage knee osteoarthritis prior to total knee arthroplasty: comparison of the ultrasonographic, radiographic and intra-operative findings
inferredcites →https://doi.org/10.1038/s41598-021-95419-3openalex-snapshot
Ultrasonography findings in knee osteoarthritis: a prospective observational cross-sectional study of 100 patients
inferredcites →https://doi.org/10.1055/s-0031-1286051openalex-snapshot
Meniscus Repair and Transplantation Techniques
inferredcites →https://doi.org/10.1055/s-0037-1602417openalex-snapshot
Lower Limbs Trauma in Pediatrics
inferredcites →https://doi.org/10.1056/nejmoa0800777openalex-snapshot
Incidental Meniscal Findings on Knee MRI in Middle-Aged and Elderly Persons
inferredcites →https://doi.org/10.1097/corr.0000000000001343openalex-snapshot
Can Machine-learning Algorithms Predict Early Revision TKA in the Danish Knee Arthroplasty Registry?
inferredcites →https://doi.org/10.1136/annrheumdis-2011-201164openalex-snapshot
Quantitative MRI measures of cartilage predict knee replacement: a case–control study from the Osteoarthritis Initiative
inferredcites →https://doi.org/10.1136/annrheumdis-2016-210815openalex-snapshot
EULAR recommendations for the use of imaging in the clinical management of peripheral joint osteoarthritis
inferredcites →https://doi.org/10.1136/ard.16.4.494openalex-snapshot
Radiological Assessment of Osteo-Arthrosis
inferredcites →https://doi.org/10.1136/ard.2006.067470openalex-snapshot
Synovitis detected on magnetic resonance imaging and its relation to pain and cartilage loss in knee osteoarthritis
inferredcites →https://doi.org/10.1136/ard.2008.096834openalex-snapshot
Change in MRI-detected subchondral bone marrow lesions is associated with cartilage loss: the MOST Study. A longitudinal multicentre study of knee osteoarthritis
inferredcites →https://doi.org/10.1136/ard.2008.102434openalex-snapshot
A systematic review of ultrasonography in osteoarthritis
inferredcites →https://doi.org/10.1136/ard.54.1.53openalex-snapshot
Factors affecting radiographic progression of knee osteoarthritis.
inferredcites →https://doi.org/10.1136/ard.60.7.641openalex-snapshot
Guidelines for musculoskeletal ultrasound in rheumatology
inferredcites →https://doi.org/10.1148/radiol.2020192091openalex-snapshot
Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis by Using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative
inferredcites →https://doi.org/10.1148/radiol.2021203928openalex-snapshot
Quantitative Three-dimensional Assessment of Knee Joint Space Width from Weight-bearing CT
inferredcites →https://doi.org/10.1148/radiol.2322030976openalex-snapshot
T2 Relaxation Time of Cartilage at MR Imaging: Comparison with Severity of Knee Osteoarthritis
inferredcites →https://doi.org/10.1148/radiol.2393050584openalex-snapshot
Radiographic Findings of Osteoarthritis versus Arthroscopic Findings of Articular Cartilage Degeneration in the Tibiofemoral Joint
inferredcites →https://doi.org/10.1148/radiol.2483062112openalex-snapshot
Radiographic Evaluation of Arthritis: Degenerative Joint Disease and Variations
inferredcites →https://doi.org/10.1148/rg.220051openalex-snapshot
Interpretation of Cartilage Damage at Routine Clinical MRI: How to Match Arthroscopic Findings
inferredcites →https://doi.org/10.1148/rg.311105084openalex-snapshot
Articular Cartilage in the Knee: Current MR Imaging Techniques and Applications in Clinical Practice and Research
inferredcites →https://doi.org/10.11606/issn.1679-9836.v99isupplp4-4openalex-snapshot
Ultrasonography findings in knee osteoarthritis: a prospective observational cross-sectional study of 100 Patients
inferredcites →https://doi.org/10.1177/0284185117720857openalex-snapshot
Point of no return for improvement of cartilage quality indicated by dGEMRIC before and after weight loss in patients with knee osteoarthritis: a cohort study
inferredcites →https://doi.org/10.1186/s42836-022-00118-7openalex-snapshot
Artificial intelligence in diagnosis of knee osteoarthritis and prediction of arthroplasty outcomes: a review
inferredcites →https://doi.org/10.1302/2046-3758.57.bjr-2016-0057.r1openalex-snapshot
MRI T1ρ and T2 mapping for the assessment of articular cartilage changes in patients with medial knee osteoarthritis after hemicallotasis osteotomy
inferredcites →https://doi.org/10.21037/atm.2019.01.63openalex-snapshot
Quadriceps tendinopathy: a review, part 2—classification, prognosis, and treatment
inferredcites →https://doi.org/10.21037/qims-20-373openalex-snapshot
A measurement method of knee joint space width by ultrasound: a large multicenter study
inferredcites →https://doi.org/10.21037/qims-21-459openalex-snapshot
Automated knee cartilage segmentation for heterogeneous clinical MRI using generative adversarial networks with transfer learning
inferredcites →https://doi.org/10.21037/qims-22-1392openalex-snapshot
Imaging of knee osteoarthritis: a review of multimodal diagnostic approach
inferredcites →https://doi.org/10.2174/1573405616666201008150644openalex-snapshot
Calcium-suppressed Technique in Dual-layer Detector Computed Tomography to Evaluate Knee Articular Cartilage
inferredcites →https://doi.org/10.3233/bmr-191504openalex-snapshot
Assessment of knee osteoarthritis by ultrasonography and its association with knee pain
inferredcites →https://doi.org/10.3389/fbioe.2018.00075openalex-snapshot
Machine Learning in Orthopedics: A Literature Review
inferredcites →https://doi.org/10.3390/jcm9051298openalex-snapshot
Predicting Total Knee Replacement from Symptomology and Radiographic Structural Change Using Artificial Neural Networks—Data from the Osteoarthritis Initiative (OAI)
inferredcites →https://doi.org/10.3978/j.issn.2223-4292.2015.12.06openalex-snapshot
T1ρ magnetic resonance: basic physics principles and applications in knee and intervertebral disc imaging.
inferredcites →https://doi.org/10.53347/rid-81331openalex-snapshot
Atlas of individual radiographic features in osteoarthritis
inferredcites →https://doi.org/10.7326/0003-4819-134-7-200104030-00007openalex-snapshot
The Association of Bone Marrow Lesions with Pain in Knee Osteoarthritis
inferredcites →https://doi.org/10.7759/cureus.1682openalex-snapshot
Anterior Cruciate Ligament Ganglion Cyst and Mucoid Degeneration: A Review
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/jeo2.70490openalex-snapshot
Comparison of knee articular cartilage thickness across sex and age groups in healthy adults
inferred← citeshttps://doi.org/10.1002/jeo2.70493openalex-snapshot
Gender‐related differences in spontaneous osteoclastogenesis in knee osteoarthritis: A potential peripheral biomarker for early disease progression
inferred← citeshttps://doi.org/10.1002/ksa.12339openalex-snapshot
Patellofemoral joint cartilage lesions frequently develop shortly after anterior cruciate ligament reconstruction using hamstring tendon autograft: A systematic review
inferred← citeshttps://doi.org/10.1002/ksa.12539openalex-snapshot
Adapting the Dejour classification of trochlear dysplasia from qualitative radiograph‐ and CT‐based assessments to quantitative MRI‐based measurements
inferred← citeshttps://doi.org/10.1007/s10278-026-02251-0openalex-snapshot
Explainable Multi-planar Multi-slice Learning for Efficient 3D MRI Knee Osteoarthritis Classification
inferred← citeshttps://doi.org/10.1007/s10334-024-01151-0openalex-snapshot
Late/delayed gadolinium enhancement in MRI after intravenous administration of extracellular gadolinium-based contrast agents: is it worth waiting?
inferred← citeshttps://doi.org/10.1007/s10787-026-02112-wopenalex-snapshot
Anti-osteoarthritic effects of stem bark extract of Anogeissus latifolia: a comprehensive in-vivo study
inferred← citeshttps://doi.org/10.1007/s10916-025-02304-xopenalex-snapshot
Predictive Performance of Raman Spectroscopy in Osteoarthritis: A Systematic Review
inferred← citeshttps://doi.org/10.1016/b978-0-443-32892-3.00003-8openalex-snapshot
Early stage detection of osteoarthritis of the joints (hip and knee) using machine learning
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A novel approach for remote ultrasonography of knee osteoarthritis
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Interpretable multi-sensor machine learning for knee osteoarthritis screening using biomechanical signals
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e32754openalex-snapshot
Charcot arthropathy of the knee accompanied by tethered cord syndrome and lumbosacral fur sinus
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Study on multimodal spatially-constrained contrastive learning for knee osteoarthritis severity grading
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Rotational alignment of the native knee joint using magnetic resonance imaging compared to current optimal angles in total knee replacement
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Targeting synovial inflammation in knee osteoarthritis: translational insights for diagnosis and therapy
inferred← citeshttps://doi.org/10.1016/j.jrras.2025.101480openalex-snapshot
Comparison of conventional and delayed gadolinium-enhanced MRI in assessing cartilage quality and predicting joint degenerative progression in elderly patients with osteoarthritis
inferred← citeshttps://doi.org/10.1016/j.jrras.2025.102044openalex-snapshot
Assessing radial shock wave therapy in knee osteoarthritis using a morphology-based graph-cut algorithm on CT images
inferred← citeshttps://doi.org/10.1016/j.knee.2026.104327openalex-snapshot
Artificial intelligence in knee osteoarthritis imaging and total knee arthroplasty: advances, challenges, and segmentation methods – A review
inferred← citeshttps://doi.org/10.1016/j.ocarto.2024.100505openalex-snapshot
The design of a sample rapid magnetic resonance imaging (MRI) acquisition protocol supporting assessment of multiple articular tissues and pathologies in knee osteoarthritis
inferred← citeshttps://doi.org/10.1016/j.ocarto.2025.100572openalex-snapshot
The inflammatory endotype in osteoarthritis: Reflections from the 2024 OARSI clinical trials symposium (CTS) with a special emphasis on feasibility for clinical development
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PREDICTING KNEE OSTEOARTHRITIS PROGRESSION USING EXPLAINABLE MACHINE LEARNING AND CLINICAL IMAGING DATA
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Visual assessment of AI-reconstructed knee MRI: A pilot study
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Research on disease diagnosis technology based on the fusion of multi-spectrum matching synergistic attention mechanism in Raman and infrared spectroscopy
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Automatic measurement and detection of knee osteoarthritis characteristics using ultrasound – a systematic review
inferred← citeshttps://doi.org/10.1038/s41598-025-85569-zopenalex-snapshot
Identification of a novel disulfidptosis-related gene signature in osteoarthritis using bioinformatics analysis and experimental validation
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Multimodal magnetic resonance imaging of the vastus medialis for quantitative diagnosis and grading in early-stage knee osteoarthritis and its correlation with severity
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Knee osteoarthritis screening using multimodal gait signals transformed via Gramian angular field and integrated by a deep learning model
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Multifunctional combustion-synthesized nano-ceria: insights into ex-vivo goat cartilage tissue internalization and bioimaging
inferred← citeshttps://doi.org/10.1101/2025.06.08.25329119openalex-snapshot
CMANet: Cross-Modal Attention Network for 3-D Knee MRI and Report-Guided Osteoarthritis Assessment
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Deciphering Knee Osteoarthritis Diagnostic Features With Explainable Artificial Intelligence: A Systematic Review
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Computational Intelligence in Knee Osteoarthritis Detection: A Systematic Review of AI and Machine Learning Approaches
inferred← citeshttps://doi.org/10.1109/embc58623.2025.11252884openalex-snapshot
Explainable Contrastive Learning for KL Grading Classification in Knee Osteoarthritis
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3D Texture Analysis in Knee MRI for an Early Diagnosis of Osteoarthritis: Identifying Biomarkers of Cartilage Degeneration
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Predicting Severity of Knee Osteoarthritis Using Bimodal Data and Machine Learning
inferred← citeshttps://doi.org/10.1109/icbme68496.2025.11392492openalex-snapshot
Improving Generalization in MRI-Based Deep Learning Models for Total Knee Replacement Prediction
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Machine Learning based Detection and Severity Classification of Knee Osteoarthritis
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Deep Learning–Based Automated Diagnosis and Multi-Stage Severity Assessment of Knee Osteoarthritis
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Chronic Non‐Bacterial Osteitis Initially Attributed to Knee Osteoarthritis in an Older Adult: Bone Scintigraphy and MRI Findings
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Multimodal model integrating ultrasound and demographic data for the diagnosis of knee osteoarthritis
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Grading knee cartilage degeneration and meniscal injury with combined ACS-accelerated T1ρ and T2 mapping
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Diagnostic performance of T2 mapping and diffusion-weighted MRI in early detection of cartilage degeneration in knee osteoarthritis
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Effects of photobiomodulation combined with rehabilitation exercise on pain, physical function, and radiographic changes in mild to moderate knee osteoarthritis: A randomized controlled trial protocol
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Production of a risk mitigation matrix and four-grade threshold scale using Cox Regression to predict osteoarthritis development
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Association of MRI-derived muscle-fat composition with knee osteoarthritis severity: a gender-stratified X-ray and MRI correlation study
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Interpretable Machine Learning-Based Differential Diagnosis of Hip and Knee Osteoarthritis Using Routine Preoperative Clinical and Laboratory Data
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Non-Imaging Differential Diagnosis of Lower Limb Osteoarthritis: An Interpretable Machine Learning Framework
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Vibroarthrography as a Noninvasive Screening Method for Early Diagnosis of Knee Osteoarthritis: A Review of Current Research
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Cutaneous Thermography in the Diagnosis and Management of Arthropathies: Pathophysiology, Diagnostic Pathways, and Multimodal Imaging Correlations
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Diagnostic Imaging of the Skeletal System: Overview of Applications in Human and Veterinary Medicine
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A Contrastive Domain Adaptation Framework for Knee Osteoarthritis Severity Grading
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Advancing Early Detection of Osteoarthritis Through Biomarker Profiling and Predictive Modelling: A Review
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Spondylodiscitis and Its Mimickers: A Pictorial Review
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State-of-the-Art and Next Generation Intra-Articular Implantable Biosensors for Osteoarthritis: From Analytical Limits to Operational Stability
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Investigating Sex-Linked miRNAs for Potential Osteoarthritis Therapy Biomarkers
inferred← citeshttps://doi.org/10.3390/jcm13247553openalex-snapshot
Enhanced Pain Reduction at Different Stages of Knee Osteoarthritis via Repeated Injections of Hyaluronic Acid with Niacinamide: A Comparative Study
inferred← citeshttps://doi.org/10.3390/jfmk10040454openalex-snapshot
Knee Health Is a Major Determinant of Mobility Across the Healthspan
inferred← citeshttps://doi.org/10.4018/979-8-3693-3840-7.ch001openalex-snapshot
A Perspective on Intelligent Imaging Techniques for Early Prediction of Knee Osteoarthritis
inferred← citeshttps://doi.org/10.4329/wjr.120315openalex-snapshot
Multimodality imaging considerations for genicular artery embolization in knee osteoarthritis
inferred← citeshttps://doi.org/10.52420/umj.24.1.39openalex-snapshot
Substantiation of the Preclinical Stage of Gonarthritis. Prospects for Early Chondroprotective Therapy
inferred← citeshttps://doi.org/10.59324/ejmhr.2025.3(4).27openalex-snapshot
Diagnosis and Grading of the Chondromalacia of Patella using Axial Proton Density Spectral Attenuated Inversion Recovery (PD-SPAIR) and Axial Proton Density MRI Knee Sequences
inferred← citeshttps://doi.org/10.7717/peerj-cs.3329openalex-snapshot
Densenet201+ with multi-scale attention and deep feature engineering for automated Kellgren–Lawrence grading of knee osteoarthritis
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