ArticleDiagnostics (Basel, Switzerland)2022
CT- and MRI-Based 3D Reconstruction of Knee Joint to Assess Cartilage and Bone.
Article in Diagnostics (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 51 citations in OpenAlex.
- Dual-level weighted cross-entropy loss function and multi-object region segmentation network evaluation for dynamic knee joint X-ray radiography based on a novel scoring criterion.Frontiers in medicine · 2026Article
- Objective stratification of knee osteoarthritis stages using a semi-supervised learning approach on multimodal MRI-CT cartilage features.Frontiers in digital health · 2026Article
- Diagnostic significance and evaluation of alterations in the superior joint space for temporomandibular joint fracture detection.Radiologie (Heidelberg, Germany) · 2025Article
- Knee focal cartilage defect location heat map and local surface morphology characterisation: Insights for focal knee resurfacing implant design.Journal of experimental orthopaedics · 2025Article
- Distribution of interscan measurement error in AI-based 3D MRI analysis of knee cartilage thickness in osteoarthritis.PloS one · 2025Article
- Review
- The vastus medialis oblique compensates in current patellar dislocation patients with the increased femoral anteversion.BMC musculoskeletal disorders · 2024Article
- Automated personalization of biomechanical knee model.International journal of computer assisted radiology and surgery · 2024Article
- Retrospective study of patellar fractures and damage of accessory soft tissue based on MRI.PloS one · 2024Article
- Toward New Assessment of Knee Cartilage Degeneration.Cartilage · 2023Article
- Survey of methods and principles in three-dimensional reconstruction from two-dimensional medical images.Visual computing for industry, biomedicine, and art · 2023Review
- Knee Joint Osteoarthritis in Overweight Cats: The Clinical and Radiographic Findings.Animals : an open access journal from MDPI · 2023Article
- Engineering 3D-Printed Advanced Healthcare Materials for Periprosthetic Joint Infections.Antibiotics (Basel, Switzerland) · 2023Review
- Diagnostic Performance of Multi-Detector Computed Tomography Arthrography and 3-Tesla Magnetic Resonance Imaging to Diagnose Experimentally Created Articular Cartilage Lesions in Equine Cadaver Stifles.Animals : an open access journal from MDPI · 2023Article
- 2023 Padua Days of Muscle and Mobility Medicine: post-meeting Book of Abstracts.European journal of translational myology · 2023Article
- Abstracts of the 2023 Padua Days of Muscle and Mobility Medicine (2023Pdm3) to be held March 29 - April 1 at the Galileian Academy of Padua and at the Petrarca Hotel, Thermae of Euganean Hills, Padua, Italy.European journal of translational myology · 2023Article
- Simple Arthroscopic Technique to Perform Retrograde Drilling for Osteonecrosis of the Femoral Condyles with the Use of Anterior Cruciate Ligament Guide.Sultan Qaboos University medical journal · 2023Article
- Excessive Sagittal Slope of the Tibia Component during Kinematic Alignment-Safety and Functionality at a Minimum 2-Year Follow-Up.Journal of personalized medicine · 2022Article
- The role of bone mineral density and cartilage volume to predict knee cartilage degeneration.European journal of translational myology · 2022Article
- Post-meeting report of the 2022 On-site Padua Days on Muscle and Mobility Medicine, March 30 - April 3, 2022, Padua, Italy.European journal of translational myology · 2022Article
Corrections and comments
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Authors and funding
13 authors at 4 institutions in 2 countries.
Funding
Abstract
For the observation of human joint cartilage, X-ray, computed tomography (CT) or magnetic resonance imaging (MRI) are the main diagnostic tools to evaluate pathologies or traumas. The current work introduces a set of novel measurements and 3D features based on MRI and CT data of the knee joint, used to reconstruct bone and cartilages and to assess cartilage condition from a new perspective. Forty-seven subjects presenting a degenerative disease, a traumatic injury or no symptoms or trauma were recruited in this study and scanned using CT and MRI. Using medical imaging software, the bone and cartilage of the knee joint were segmented and 3D reconstructed. Several features such as cartilage density, volume and surface were extracted. Moreover, an investigation was carried out on the distribution of cartilage thickness and curvature analysis to identify new markers of cartilage condition. All the extracted features were used with advanced statistics tools and machine learning to test the ability of our model to predict cartilage conditions. This work is a first step towards the development of a new gold standard of cartilage assessment based on 3D measurements.
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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.