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Automating Scoliosis Analysis
Amar Sahai
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Purpose Scoliosis = curvature of the spine
Current analyses are either expensive or manual and time-consuming Try to automate this Saves time, effort and money
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Scope of Study Automating scoliosis detection and angle of curvature
Help pinpoint places on spine to apply pressure to most effectively deal with curve Simpler and cheaper than other solutions
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Procedures and Methodology
Coded in Java and C Requires x-ray images as input Converts inputted images to .pgm image format Uses edge detection to get a clean outline of the spine Darkens image to reduce noise
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Procedures and Methodology (cont.)
Will detect lines to determine angles of curvature Outputs x-ray image (eventually with angles and points to apply pressure)
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Roadblocks Edge detection algorithms not entirely precise
Must erase ribcage in order to detect points to apply pressure
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Current Results Edge detection does not entirely work for my program
Must eradicate extraneous parts of image (ribcage, pelvis)
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Screenshots
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