Optimization of Tomosynthesis Imaging for Improved Mass and Microcalcification Detection in the Breast

Abstract

The goal of this research is to obtain systematic understandings of the effects of various physical factors that are important in breast tomosynthesis imaging and to develop techniques for effectively dealing with their effects and for reducing radiation dose. During the second year of the project we have achieved fruitful results based upon the progress made in our first year of the project. Specifically we have further investigated the performance of the total-variation (TV) based algorithm under different data conditions and different constraint parameters. Furthermore we have also proposed and investigated a new tomosynthesis imaging method with non-planar trajectories for yielding more data information with the same amount of imaging dose. We have also simulated the scatter in tomosynthesis breast imaging by convolving the ideal projection data with angular dependent scatter kernel.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 2008
Accession Number
ADA486168

Entities

People

  • Dan Xia

Organizations

  • University of Chicago

Tags

Communities of Interest

  • Air Platforms
  • Biomedical

DTIC Thesaurus Topics

  • Algorithms
  • Artifacts
  • Biomedical Research
  • Data Sets
  • Detection
  • Detectors
  • Imaging Techniques
  • Path Integrals
  • Radiation
  • Rotation
  • Three Dimensional
  • Tomography
  • Tomosynthesis
  • Universities
  • X Rays

Fields of Study

  • Medicine
  • Physics

Readers

  • Image Processing and Computer Vision.
  • Oncology and Biomarker-Based Cancer Detection.
  • Systems Analysis and Design