Observational studyEuropean radiology2016
MRI texture analysis of subchondral bone at the tibial plateau.
Observational study in European radiology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 49 citations in OpenAlex.
- Texture analysis of cardiovascular MRI native T1 mapping in patients with Duchenne muscular dystrophy.Orphanet journal of rare diseases · 2025Article
- Muscle texture features on preoperative MRI for diagnosis and assessment of severity of congenital muscular torticollis.Journal of orthopaedic surgery and research · 2024Article
- MRI texture analysis of acetabular cancellous bone can discriminate between normal, cam positive, and cam-FAI hips.European radiology · 2023Article
- Texture analysis of native T1 images as a novel method for non-invasive assessment of heart failure with preserved ejection fraction in end-stage renal disease patients.European radiology · 2023Article
- Radiomics analysis using MR imaging of subchondral bone for identification of knee osteoarthritis.Journal of orthopaedic surgery and research · 2022Article
- Evaluating the Impact of High Intensity Interval Training on Axial Psoriatic Arthritis Based on MR Images.Diagnostics (Basel, Switzerland) · 2022Article
- Texture analysis of T2-weighted cardiovascular magnetic resonance imaging to discriminate between cardiac amyloidosis and hypertrophic cardiomyopathy.BMC cardiovascular disorders · 2022Observational
- A machine learning approach to distinguish between knees without and with osteoarthritis using MRI-based radiomic features from tibial bone.European radiology · 2021Article
- Comparison between computed tomography and magnetic resonance imaging in clinical diagnosis and treatment of tibial platform fractures.World journal of clinical cases · 2020Article
- CT texture analysis of acetabular subchondral bone can discriminate between normal and cam-positive hips.European radiology · 2020Article
- Association of subchondral bone texture on magnetic resonance imaging with radiographic knee osteoarthritis progression: data from the Osteoarthritis Initiative Bone Ancillary Study.European radiology · 2018Article
- Texture features and pharmacokinetic parameters in differentiating benign and malignant breast lesions by dynamic contrast enhanced magnetic resonance imaging.Oncology letters · 2018Article
- Normative values for CT-based texture analysis of vertebral bodies in dual X-ray absorptiometry-confirmed, normally mineralized subjects.Skeletal radiology · 2017Article
- Differences in tibial subchondral bone structure evaluated using plain radiographs between knees with and without cartilage damage or bone marrow lesions - the Oulu Knee Osteoarthritis study.European radiology · 2017Article
- Quantitative Assessment of Variation in CT Parameters on Texture Features: Pilot Study Using a Nonanatomic Phantom.AJNR. American journal of neuroradiology · 2017Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo determine the feasibility of MRI texture analysis as a method of quantifying subchondral bone architecture in knee osteoarthritis (OA).
methodsAsymptomatic subjects aged 20-30 (group 1, n = 10), symptomatic patients aged 40-50 (group 2, n = 10) and patients scheduled for knee replacement aged 55-85 (group 3, n = 10) underwent high spatial resolution T1-weighted coronal 3T knee MRI. Regions of interest were created in the medial (MT) and lateral (LT) tibial subchondral bone from which 20 texture parameters were calculated. T2 mapping of the tibial cartilage was performed in groups 1 and 2. Mean parameter values were compared between groups using ANOVA. Linear discriminant analysis (LDA) was used to evaluate the ability of texture analysis to classify subjects correctly.
resultsSignificant differences in 18/20 and 12/20 subchondral bone texture parameters were demonstrated between groups at the MT and LT respectively. There was no significant difference in mean MT or LT cartilage T2 values between group 1 and group 2. LDA demonstrated subject classification accuracy of 97 % (95 % CI 91-100 %).
conclusionMRI texture analysis of tibial subchondral bone may allow detection of alteration in subchondral bone architecture in OA. This has potential applications in understanding OA pathogenesis and assessing response to treatment. KEY POINTS: • Improved techniques to monitor OA disease progression and treatment response are desirable • Subchondral bone (SB) may play significant role in the development of OA • MRI texture analysis is a method of quantifying changes in SB architecture • Pilot study showed that this technique is feasible and reliable • Significant differences in SB texture were demonstrated between individuals with/without OA.
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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.