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Path-CT Registration with Self-Supervised Vision Transformer for Lung Cancer

Anshuk Gottipati

Ph.D. Yonghong Yan,

M.S. Yaying Shi

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Motivations

My Motivations

  • Learning about medical image processing
  • Application of Computer Vision
  • Research Experience

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Motivation for this topic

  • Decrease variability in diagnoses
  • Maybe help publish a paper

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Backgrounds

Relevant Background

  • Challenges in Diagnostic Methods
    • High inter-observer variability
    • False positives or misdiagnoses
  • Consequences
    • Delayed treatment
    • Unnecessary medical interventions
  • Role of Medical Image Registration
    • Reduce areas of concern

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Current Progress

Idea’s in Progress

  • Generating synthetic datasets
  • Currently working on preprocessing
  • Start writing a Paper

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Future Plans

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  1. Provide CT/Pathology Data
  2. Revise/Publish Paper by Nov. 10th
  3. If (Rejected){

Continue Revision;

}

  1. Capstone Research?
  2. Explore more projects!

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Thank You

Q & A