Spinal Stenosis Data

Data from Kaggle

Research

Research

Severity Levels of Spinal Stenosis

This image illustrates the severity of spinal stenosis (narrowing of the spinal canal) from mild to extreme (Grade A to D). The grading is based on the appearance of nerve rootlets (black dots), cerebrospinal fluid (white space), and epidural fat in cross-sectional MRI views of the lumbar spine.

Osteoporosis Prediction

  • Grade A (Mild): Nerve roots are well-separated with clear cerebrospinal fluid around them.
  • Grade B (Moderate): Nerve roots are becoming clustered, cerebrospinal fluid space is reduced.
  • Grade C (Severe): Nerve roots are compressed, cerebrospinal fluid is absent, epidural fat may be present.
  • Grade D (Extreme): Nerve roots are severely compressed and indistinguishable, no cerebrospinal fluid or epidural fat is visible.
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