Automatic knee segmentation in MRI

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1

Hello,

I have a 3DMRI dataset of the same knee with the following scan types with acquisition matrix 0\512\350\0 and slice thickness of 0.74mm.

  • PD (TE: 35, TR:1100)
  • PD FS (TE: 35, TR:1100)
  • DESS (TE: 5.3, TR: 14.8)

Does anyone know if there is an AI that can automatically segment the following structures:

  • Bones
  • Cartilage
  • Meniscus
  • Ligaments (Primarily ACL, PCL, LCL, MCL)

Additionally but not essential:

  • Muscles & Tendons
  • Neurovasculature
2

I believe this thread is still accurate. There are some papers about building models like this and it should be a solvable problem but I don’t know of any off-the-shelf models.

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