Latest Research in Musculoskeletal Structural Assessment

Top Research Topics in Musculoskeletal Structural Assessment

• Computer Vision and Pattern Recognition — 13 papers
• Artificial Intelligence in Healthcare and Education — 7 papers
• Image and Video Processing — 7 papers
• Medical Imaging and Analysis — 7 papers
• Acute Ischemic Stroke Management — 6 papers
• Cardiac Imaging and Diagnostics — 5 papers
• Forensic Anthropology and Bioarchaeology Studies — 4 papers
• Cardiovascular Function and Risk Factors — 4 papers
• Osteoarthritis Treatment and Mechanisms — 3 papers
• Medical Physics — 2 papers

Highest-Cited Papers

1. Automated segmentation and length measurement of metacarpal and phalangeal bones for hand radiograph evaluation (1 citations)
2. Feasibility of Laminar Functional Quantitative Susceptibility Mapping (1 citations)
3. Deep learning-based 3D forensic facial reconstruction: a volumetric morphological inference approach using a skull-conditioned U-Net
4. Feasibility of deep learning-based image reconstruction using TrueFidelity for coronary calcium scoring
5. Deep learning models for bone fracture detection from current trends and challenges to future directions
6. Knee cartilage segmentation on MRI using an expert-annotated clinical dataset
7. Constrained estimation of rotational invariants of the cumulant expansion (RICE) for rapid tensor-valued diffusion MRI
8. A deep learning-based algorithm for detecting significant in-stent restenosis in coronary CT angiography
9. Ischemic Stroke Segmentation and Net Water Uptake Quantification on Multicenter Non-Contrast CT Using Supervised Target-Domain Adaptation
10. The segmentation ceiling: why explicit left-ventricular masks do not improve learned ejection-fraction regression
11. Data-driven motion compensation in HR-pQCT
12. Weakly supervised anatomical feature learning for cross-dataset ejection fraction estimation from echocardiography videos
13. Deep learning diagnosis of TMJ osteoarthritis using MRI ensembles and CBCT–MRI fusion
14. Circle of Willis-Guided Localization for Simultaneous Detection and Classification of Large Vessel Occlusions in Brain CTA
15. Physics-Informed Sylvester Normalizing Flows for Bayesian Inference in Magnetic Resonance Spectroscopy
16. Prediction of humeral torsion from proximal humerus computed tomography is enabled by three-dimensional estimation of the transepicondylar axis using deep learning.
17. TransLPQPHOG: a new exemplar feature extraction model for intertrochanteric hip fracture detection
18. An attention-enhanced deep learning framework for robust bone tumor screening from radiographs
19. Geometry-Aware 1D Residual CNN-BiLSTM Network for Automated Vertebral Localization and Scoliosis Classification
20. Automated cardiac strain estimation from short-axis DENSE and Cine MR images

Sub-Regions

• Image and Video Processing — 27 papers
• Acute Ischemic Stroke Management — 23 papers
• Computer Vision and Pattern Recognition — 20 papers
• Cardiac Imaging and Diagnostics — 19 papers
• Artificial Intelligence in Healthcare and Education — 18 papers
• Bone health and osteoporosis research — 3 papers