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Quantitative Comparison of Conventional and Oblique MRI for Detection of Herniated Discs Automatic Herniation Detection A collaborative project with Doug.

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Presentation on theme: "Quantitative Comparison of Conventional and Oblique MRI for Detection of Herniated Discs Automatic Herniation Detection A collaborative project with Doug."— Presentation transcript:

1 Quantitative Comparison of Conventional and Oblique MRI for Detection of Herniated Discs Automatic Herniation Detection A collaborative project with Doug Dean Eyal Bar-Kochba Erin Hannen

2 Purpose Determine the best parameters for MR imaging of spinal discs ▫Compare conventional axial slicing to oblique angle slicing Development of an algorithm for segmentation of individual spinal disks Development of an algorithm to aid in the detection of disk herniation

3 Purpose

4 Approach Modify methods from “Automatic Diagnosis of Lumbar Disc Herniation with Shape and Appearance Features from MRI” 1.Intensity: Obtain histogram. Herniated discs typically have lower intensity profile due to spreading of the nucleus pulposus over a larger area. Individual intensity values and the average intensity value are obtained

5 Approach

6 Alternatively, a method could be developed employing a curvature calculation ▫According to “The Radiological Diagnosis of Herniated Lumbar Intervertebral Disk,” curvature of a herniated disk is more angulated. ▫This method will be further explored and compared to the previous method and “gold standard” Approach

7 Project timeline April 12: First project presentation ▫April 13-27: Continue reading literature articles comparing methods for disc quantification. Begin writing MATLAB code for herniation detection using data from class labs or phantom images. April 28: Mid project presentation ▫April 28-May 15: Finish developing herniation detection code and ensure successful implementation using acquired MRI data May 16 & 17: Final project presentation


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