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Biomedical
physics department
Medical Imaging Projects
Updated:
2015-06-28
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Physical
properties of this technique make it suitable basically for skin imaging,
where we can see reflections from skin forming layers and certain skin
diseases. Examples of examinations in morphea cases
are presented: microsonographic images and
diagnostically important parameters. Such
parameters can be measured from images and be a basis of computer-aided
objective diagnostic methods. L Prebisz, M. Kaminski, J.Pietrzak, Ultrasonography in dermatology, Przeglad Dermatologiczny 2013, 100, 330–337,
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GPU
implementation can greatly accelerate iterative techniques of 3D
reconstruction in nuclear medicine imaging. To obtain high quality images in
Single Photon Emission Computed Tomography (SPECT) within reduced scanning
times, high sensitivity collimators need to be used and their response
function modeled in the reconstruction. This is in general very
computationally intensive and unfeasible with conventional PCs and algorithm
implementations. Our software is able to perform the reconstruction of
patient data within clinically acceptable times (18 s vs 17 min on CPU) using
relatively low cost and widely available hardware. J. Pietrzak,
K. Kacperski, GPU Implementation for Rapid
Iterative Image Reconstruction in Nuclear Medicine, GPU Technology Conference, 2012, J. Pietrzak,
K. Kacperski, Optimal Speed Gain for CUDA
implementation of SPECT Image Reconstruction, GPU Technology Conference, 2011. |
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We
present the application of popular in professional graphics and rendering
applications NVIDIA OptiX ray-tracing engine as a
new powerful tool for X- and gamma ray-tracing in medical imaging. Using the OptiX engine we have implemented a set of computer
graphics and statistical algorithms needed for Monte Carlo simulation of
physics of gamma rays, like scattering (coherent and incoherent),
photoelectric absorption and penetration. J. Pietrzak,
K. Kacperski, M. Cieslar,
NVIDIA OptiX ray-tracing engine as a new tool for
modelling medical imaging systems, SPIE Medical Imaging Conference, 2015, J. Pietrzak,
K. Kacperski, M. CIeslar,
Ultra Fast Ray-Tracer for Medical Imaging With
NVIDIA OptiX Engine, GPU Technology Conference,
2013, |
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Software
for simulating partial illumination X-ray phase-contrast imaging systems. Our
current work is focused on integrating the software with OptiX engine and
moving from voxelized phantoms to phantoms and elements of imaging system
represented by NURBS surfaces and triangle meshes. B. Wlodarczyk,
J. Pietrzak, Analytical reconstructions of
intensity modulated x-ray phase contrast imaging of human scale phantoms, [
paper under review ]. |
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Please,
do not hesitate to contact us in case you can provide significant
contribution to one of our projects either you are interested in our latest
compiled version of the software: Jakub.Pietrzak
[AT] fuw.edu.pl |
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