Literature DB >> 19081803

An Assessment of a Low-Cost Visual Tracking System (VTS) to Detect and Compensate for Patient Motion during SPECT.

Joseph E McNamara1, Philippe Bruyant, Karen Johnson, Bing Feng, Andre Lehovich, Songxiang Gu, Michael A Gennert, Michael A King.   

Abstract

Patient motion is inevitable in SPECT and PET due to the lengthy period of time patients are imaged and patient motion can degrade diagnostic accuracy. The goal of our studies is to perfect a methodology for tracking and correcting patient motion when it occurs. In this paper we report on enhancements to the calibration, camera stability, accuracy of motion tracking, and temporal synchronization of a low-cost visual tracking system (VTS) we are developing. The purpose of the VTS is to track the motion of retro-reflective markers on stretchy bands wrapped about the chest and abdomen of patients. We have improved the accuracy of 3D spatial calibration by using a MATLAB optical camera calibration package with a planar calibration pattern. This allowed us to determine the intrinsic and extrinsic parameters for stereo-imaging with our CCD cameras. Locations in the VTS coordinate system are transformed to the SPECT coordinate system by a VTS/SPECT mapping using a phantom of 7 retro-reflective spheres each filled with a drop of Tc(99m). We switched from pan, tilt and zoom (PTZ) network cameras to fixed network cameras to reduce the amount of camera drift. The improved stability was verified by tracking the positions of fixed retro-reflective markers on a wall. The ability of our VTS to track movement, on average, with sub-millimeter and sub-degree accuracy was established with the 7-sphere phantom for 1 cm vertical and axial steps as well as for an arbitrary rotation and translation. The difference in the time of optical image acquisition as decoded from the image headers relative to synchronization signals sent to the SPECT system was used to establish temporal synchrony between optical and list-mode SPECT acquisition. Two experiments showed better than 100 ms agreement between VTS and SPECT observed motion for three axial translations. We were able to track 3 reflective markers on an anthropomorphic phantom with a precision that allowed us to correct motion such that no loss in visual quality was noted in motion corrected slices relative to motion free slices.

Entities:  

Year:  2008        PMID: 19081803      PMCID: PMC2600437          DOI: 10.1109/TNS.2008.915688

Source DB:  PubMed          Journal:  IEEE Trans Nucl Sci        ISSN: 0018-9499            Impact factor:   1.679


  15 in total

1.  Use of three-dimensional Gaussian interpolation in the projector/backprojector pair of iterative reconstruction for compensation of known rigid-body motion in SPECT.

Authors:  Bing Feng; Howard C Gifford; Richard D Beach; Guido Boening; Michael A Gennert; Michael A King
Journal:  IEEE Trans Med Imaging       Date:  2006-07       Impact factor: 10.048

2.  Comparison of four motion correction techniques in SPECT imaging of the heart: a cardiac phantom study.

Authors:  M K O'Connor; K M Kanal; M W Gebhard; P J Rossman
Journal:  J Nucl Med       Date:  1998-12       Impact factor: 10.057

3.  Correction for patient and organ movement in SPECT: application to exercise thallium-201 cardiac imaging.

Authors:  W J Geckle; T L Frank; J M Links; L C Becker
Journal:  J Nucl Med       Date:  1988-04       Impact factor: 10.057

4.  Use of cross-correlation function to detect patient motion during SPECT imaging.

Authors:  R L Eisner; T Noever; D Nowak; W Carlson; D Dunn; J Oates; K Cloninger; H A Liberman; R E Patterson
Journal:  J Nucl Med       Date:  1987-01       Impact factor: 10.057

5.  Effect of motion on thallium-201 SPECT studies: a simulation and clinical study.

Authors:  F M Prigent; M Hyun; D S Berman; A Rozanski
Journal:  J Nucl Med       Date:  1993-11       Impact factor: 10.057

6.  Effect of patient motion on tomographic myocardial perfusion imaging.

Authors:  J A Cooper; P H Neumann; B K McCandless
Journal:  J Nucl Med       Date:  1992-08       Impact factor: 10.057

7.  Correction of heart motion due to respiration in clinical myocardial perfusion SPECT scans using respiratory gating.

Authors:  Gil Kovalski; Ora Israel; Zohar Keidar; Alex Frenkel; Jonathan Sachs; Haim Azhari
Journal:  J Nucl Med       Date:  2007-04       Impact factor: 10.057

8.  A Robust Visual Tracking System for Patient Motion Detection in SPECT: Hardware Solutions.

Authors:  Philippe P Bruyant; Michael A Gennert; Glen C Speckert; Richard D Beach; Joel D Morgenstern; Neeru Kumar; Suman Nadella; Michael A King
Journal:  IEEE Trans Nucl Sci       Date:  2005-10       Impact factor: 1.679

9.  Practical aspects of a data-driven motion correction approach for brain SPECT.

Authors:  Andre Z Kyme; Brian F Hutton; Rochelle L Hatton; David W Skerrett; Leighton R Barnden
Journal:  IEEE Trans Med Imaging       Date:  2003-06       Impact factor: 10.048

10.  Quantitative analysis of the tomographic thallium-201 myocardial bullseye display: critical role of correcting for patient motion.

Authors:  R Eisner; A Churchwell; T Noever; D Nowak; K Cloninger; D Dunn; W Carlson; J Oates; J Jones; D Morris
Journal:  J Nucl Med       Date:  1988-01       Impact factor: 10.057

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  4 in total

1.  A method to synchronize signals from multiple patient monitoring devices through a single input channel for inclusion in list-mode acquisitions.

Authors:  J Michael O'Connor; P Hendrik Pretorius; Karen Johnson; Michael A King
Journal:  Med Phys       Date:  2013-12       Impact factor: 4.071

2.  Adaptation of the modified Bouc-Wen model to compensate for hysteresis in respiratory motion for the list-mode binning of cardiac SPECT and PET acquisitions: testing using MRI.

Authors:  Paul K R Dasari; Mohammed Salman Shazeeb; Arda Könik; Clifford Lindsay; Joyeeta M Mukherjee; Karen L Johnson; Michael A King
Journal:  Med Phys       Date:  2014-11       Impact factor: 4.071

3.  An Intelligent Body Posture Analysis Model Using Multi-Sensors for Long-Term Physical Rehabilitation.

Authors:  Chin-Feng Lai; Ren-Hung Hwang; Ying-Hsun Lai
Journal:  J Med Syst       Date:  2017-03-14       Impact factor: 4.460

4.  A flexible multicamera visual-tracking system for detecting and correcting motion-induced artifacts in cardiac SPECT slices.

Authors:  Joseph E McNamara; P Hendrik Pretorius; Karen Johnson; Joyeeta Mitra Mukherjee; Joyoni Dey; Michael A Gennert; Michael A King
Journal:  Med Phys       Date:  2009-05       Impact factor: 4.071

  4 in total

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