GRK 1773: Heterogene Bildsysteme, Projekt C1
RTG 1773: Heterogeneous Image Systems, Project C1
(Third Party Funds Group – Sub project)
Especially in aging populations, Osteoarthritis (OA) is one of the leading causes for disability and functional decline of the body. Yet, the causes and progression of OA, particularly in the early stages, remain poorly understood. Current OA imaging measures require long scan times and are logistically challenging. Furthermore they are often insensitive to early changes of the tissue.
The overarching goal of this project is the development of a novel computed tomography imaging system allowing for an analysis of the knee cartilage and menisci under weight-bearing conditions. The articular cartilage deformation under different weight-bearing conditions reveals information about abnormal motion patterns, which can be an early indicator for arthritis. This can help to detect the medical condition at an early stage.
To allow for a scan in standing or squatting position, we opted for a C-arm CT device that can be almost arbitrarily positioned in space. The standard application area for C-arm CT is in the interventional suite, where it usually acquires images using a vertical trajectory around the patient. For the recording of the knees in this project, a horizontal trajectory has been developed.
Scanning in standing or squatting position makes an analysis of the knee joint under weight-bearing conditions possible. However, it will also lead to involuntary motion of the knees during the scan. The motion will result in artifacts in the reconstruction that reduce the diagnostic image quality. Therefore, the goal of this project is to estimate the patient motion during the scan to reduce these artifacts. One approach is to compute the motion field of the knee using surface cameras and use the result for motion correction. Another possible approach is the design and evaluation of a biomechanical model of the knee using inertial sensors to compensate for movement.
After the correction of the motion artifacts, the reconstructed volume is used for the segmentation and quantitative analysis of the knee joint tissue. This will give information about the risk or the progression of an arthrosis disease.
Analysis of Vertical and Horizontal Circular C-Arm Trajectories
Medical Imaging 2011: Physics of Medical Imaging (Lake Buena Vista, February 13, 2011)
In: SPIE (ed.): Proc. SPIE Vol. 7961 2011
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Fiducial marker-based motion compensation for the acquisition of 3D knee geometry under weight-bearing conditions using a C-arm CT scanner
54th AAPM Annual Meeting and Technical Exhibits (Charlotte, NC, July 29, 2012 - August 2, 2012)
In: AAPM (ed.): Proc. 54th AAPM Annual Meeting and Technical Exhibits, College Park, MD, USA: 2012
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Effective One Step-iterative Fiducial Marker-based Compensation for Involuntary Motion in Weight-bearing C-arm Cone-beam CT Scanning of Knees
SPIE Medical Imaging 2014 (San Diego, California, United States, February 17, 2014 - February 20, 2014)
In: Proc. SPIE Medical Imaging 2014 2014
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Fiducial marker-based correction for involuntary motion in weight-bearing C-arm CT scanning of knees. II. Experiment
In: Medical Physics 41 (2014), p. 061902
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Motion Compensated Fan-Beam CT by Enforcing Fourier Properties of the Sinogram
The third international conference on image formation in x-ray computed tomography (Salt Lake City, UT, USA)
In: Proceedings of the third international conference on image formation in x-ray computed tomography 2014
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