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Related Experiment Video

Updated: Jul 30, 2025

Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
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A Comprehensive Review on MRI-based Knee Joint Segmentation and Analysis Techniques

Pavan Mahendrakar1, Dileep Kumar2, Uttam Patil3

  • 1BLDEA’s V.P.Dr. P.G., Halakatti College of Engineering and Technology, Vijayapur, Karnataka, India

Current Medical Imaging
|May 16, 2023
PubMed
Summary

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Automated segmentation of knee structures in magnetic resonance imaging (MRI) aids osteoarthritis research. This review covers manual and deep learning methods for segmenting knee bone, cartilage, and menisci from MR images.

Area of Science:

  • Medical Imaging
  • Biomedical Engineering
  • Radiology

Background:

  • Magnetic resonance imaging (MRI) is crucial for osteoarthritis research.
  • Distinguishing knee joint structures in MRI is challenging due to similar tissue signals.
  • Accurate segmentation of knee bone, articular cartilage, and menisci is vital for quantitative analysis.

Conclusions:

  • Automated segmentation techniques are essential for advancing knee osteoarthritis research.
  • Deep learning offers promising avenues for developing novel, efficient clinical applications in medical image analysis.
  • Continued research in automated segmentation will improve diagnostic capabilities and patient outcomes.
Keywords:
Automated segmentation.CartilageKnee JointMagnetic Resonance Image (MRI)Osteoarthritis (OA)bonemeniscus

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