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X-Ray Phase-Contrast

  • Early detection of cancer and angiography applications are just two examples that can directly benefit from an imaging modality with excellent soft-tissue contrast. X-ray grating interferometry is promising to achieve this while keeping radiation dose and examination costs low. Existing clinical X-ray systems can be retrofitted with a set of three gratings to form an interferometer. The measurement procedure yields three images: X-ray absorption, differential phase, and dark-field. The vision of phase-contrast X-ray is that these three complementary signals together enable highly sensitive tissue contrast for medical diagnosis and interventional applications.

    The X-ray phase contrast group at the Pattern Recognition Lab develops algorithms for processing these images, and for the 3-D reconstruction of tomographic acquisitions. We closely collaborate with the physicist at ECAP, who are maintaining the experimental setup.


3-D X-Ray Dark-field Reconstruction
Shiyang Hu
  • X-ray dark-field imaging (XDI) measures ultra-small angle scattering. It allows reconstruction of structural variation at length scales from hundreds nanometers to some micrometers, which is much smaller than the resolution of a conventional X-ray imaging system. The core idea of this project is to develop algorithms to fully recover information from XDI datasets. 

    More details can be found on Shiyang's Opens internal link in current windowproject page

Artifact Correction and Image Enhancement
Sebastian Käppler
  • The imaging performance of grating-based interferometers can be impacted by imperfections of the gratings and system miscalibration. The first goal of this project is to develop novel algorithms for correcting measurement artifacts in phase contrast images. The second goal is to investigate the problem of retrieving the X-ray phase shift from the differential projections by integration and its impact on object detectability.

    More details can be found on Sebastian's Opens internal link in current windowproject page.

Past Projects

Phase-contrast CT (PHACT)
Wilhelm Haas
  • The goal of this project is to build and investigate a system and algorithms for 2-D tomographic phase reconstruction using an X-ray grating interferometer. The system is built at Opens external link in new windowECAP. The system software was developed in large part by Opens external link in new windowWilhelm Haas, former member of the Pattern Recognition Lab.