Device-less gating for PET/CT using PCA

IEEE Nuclear Science Symposium Conference Record

Volumn , Issue , 2011, Pages 3904-3910

  Thielemans, Kris ^a   Rathore, Shailendra ^a   Engbrant, Fredrik ^a   Razifar, Pasha ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTERIZED TOMOGRAPHY; MEDICAL IMAGING; SIGNAL PROCESSING;

CARDIAC GATING; GATING SIGNALS; GOOD CORRELATIONS; LIST MODE DATA; PRIOR INFORMATION; RESPIRATORY MOVEMENT; TOTAL PROCESSING TIME; TUNING OF PARAMETERS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 84858625915     PISSN: 10957863     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NSSMIC.2011.6153742     Document Type: Conference Paper

References (38)

1. D. Visvikis, F. Lamare, P. Bruyant, N. Boussion, and C. Chezelerest, "Respiratory motion in positron emission tomography for oncology applications: Problems and solutions," Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, vol. 569, no. 2, pp. 453-457, Dec. 2006. (Pubitemid 44820470)
2. S. Nehmeh and Y. Erdi, "Respiratory Motion in Positron Emission Tomography/Computed Tomography: A Review," Seminars in Nuclear Medicine, vol. 38, no. 3, pp. 167-176, May 2008. (Pubitemid 351466915)
3. Giovanni Lucignani, "Respiratory and cardiac motion correction with 4D PET imaging: shooting at moving targets," European Journal of Nuclear Medicine and Molecular Imaging, vol. 36, no. 2, pp. 315-319, Feb. 2009.
4. Valentino Bettinardi, Maria Picchio, Nadia Di Muzio, Luigi Gianolli, Maria C. Gilardi, and Cristina Messa, "Detection and compensation of organ/lesion motion using 4D-PET/CT respiratory gated acquisition techniques," Radiotherapy and Oncology, vol. 96, no. 3, pp. 311-316, Sept. 2010.
5. Sadek A. Nehmeh, Yusuf E. Erdi, Clifton C. Ling, Kenneth E. Rosenzweig, Heiko Schoder, Steve M. Larson, Homer A. Macapinlac, Olivia D. Squire, and John L. Humm, "Effect of Respiratory Gating on Quantifying PET Images of Lung Cancer," J Nucl Med, vol. 43, no. 7, pp. 876-881, July 2002.
6. A. T. Willemsen, H. J. Siebelink, P. K. Blanksma, and A. M. Paans, "Automated ejection fraction determination from gated myocardial FDG-PET data.," Journal of nuclear cardiology, vol. 6, no. 6, pp. 577-582, 1999.
7. Kathleen T. Hickey, Robert R. Sciacca, Sabahat Bokhari, Oswaldo Rodriguez, Ru-Ling L. Chou, Tracy L. Faber, C. David Cooke, Ernest V. Garcia, Kenneth Nichols, and Steven R. Bergmann, "Assessment of cardiac wall motion and ejection fraction with gated PET using N-13 ammonia.," Clinical nuclear medicine, vol. 29, no. 4, pp. 243-248, Apr. 2004.
8. S. Webb, "Motion effects in (intensity modulated) radiation therapy: a review," Physics in Medicine and Biology, vol. 51, no. 13, pp. R403-R425, July 2006. (Pubitemid 43958626)
9. C. Ozhasoglu and M. Murphy, "Issues in respiratory motion compensation during external-beam radiotherapy," International Journal of Radiation OncologyBiologyPhysics, vol. 52, no. 5, pp. 1389-1399, Apr. 2002. (Pubitemid 34296498)
10. D. Gierga, J. Brewer, G. Sharp, M. Betke, C. Willett, and G. Chen, "The correlation between internal and external markers for abdominal tumors: Implications for respiratory gating," International Journal of Radiation OncologyBiologyPhysics, vol. 61, no. 5, pp. 1551-1558, Apr. 2005. (Pubitemid 40470439)
11. Ross I. Berbeco, Seiko Nishioka, Hiroki Shirato, George T. Y. Chen, and Steve B. Jiang, "Residual motion of lung tumours in gated radiotherapy with external respiratory surrogates," Physics in Medicine and Biology, vol. 50, no. 16, pp. 3655-3667, Aug. 2005.
12. G. Klein, B. Reutter, E. Botvinick, T. Budinger, and R. Huesman, "Finescale motion detection using intrinsic list mode PET information," in Workshop on Mathematical Methods in Biomedical Image Analysis, Los Alamitos, CA, USA, 2001, vol. 0, pp. 71-78, IEEE Comput. Soc.
13. Ralph A. Bundschuh, Axel Martínez-Moeller, Markus Essler, María-Jose J. Martínez, Stephan G. Nekolla, Sibylle I. Ziegler, and Markus Schwaiger, "Postacquisition detection of tumor motion in the lung and upper abdomen using list-mode PET data: a feasibility study.," Journal of nuclear medicine : official publication, Society of Nuclear Medicine, vol. 48, no. 5, pp. 758-763, May 2007.
14. P. P. Bruyant, M. A. King, and P. H. Pretorius, "Correction of the respiratory motion of the heart by tracking of the center of mass of thresholded projections: a simulation study using the dynamic MCAT phantom," IEEE Transactions on Nuclear Science, vol. 49, no. 5, pp. 2159-2166, Oct. 2002.
15. Florian Büther, Mohammad Dawood, Lars Stegger, Frank Wübbeling, Michael Schäfers, Otmar Schober, and Klaus P. Schäfers, "List Mode-Driven Cardiac and Respiratory Gating in PET," J Nucl Med, vol. 50, no. 5, pp. 674-681, May 2009.
16. J. Kuntz, J. Dinkel, S. Zwick, T. Bäuerle, M. Grasruck, F. Kiessling, R. Gupta, W. Semmler, and S. H. Bartling, "Fully automated intrinsic respiratory and cardiac gating for small animal CT," Physics in Medicine and Biology, vol. 55, no. 7, pp. 2069+, Apr. 2010.
17. D. Visvikis, O. Barret, T. Fryer, A. Turzo, F. Lamare, C. Le Rest, and Y. Bizais, "A posteriori respiratory motion gating of dynamic PET images," Nuclear Science Symposium Conference Record, 2003 IEEE, vol. 5, pp. 3276-3280 Vol.5, Oct. 2003.
18. Paul J. Schleyer, Michael J. O'Doherty, Sally F. Barrington, and Paul K. Marsden, "Retrospective data-driven respiratory gating for PET/CT,"Physics in Medicine and Biology, vol. 54, no. 7, pp. 1935-1950, 2009.
19. Adam L. Kesner and Claudia Kuntner, "A new fast and fully automated software based algorithm for extracting respiratory signal from raw PET data and its comparison to other methods," Medical Physics, vol. 37, no. 10, pp. 5550+, 2010.
20. Jianfeng He, Graeme J. O'Keefe, Sylvia J. Gong, Gareth Jones, Tim Saunder, Andrew M. Scott, and Moshi Geso, "A Novel Method for Respiratory Motion Gated With Geometric Sensitivity of the Scanner in 3D PET," IEEE Transactions on Nuclear Science, vol. 55, no. 5, pp. 2557-2565, Oct. 2008.
21. Tinsu Pan, Ting-Yim Lee, Eike Rietzel, and George T. Y. Chen, "4DCT imaging of a volume influenced by respiratory motion on multi-slice CT," Medical Physics, vol. 31, no. 2, pp. 333+, 2004.
22. Wei Lu, Parag J. Parikh, Issam M. El Naqa, Michelle M. Nystrom, James P. Hubenschmidt, Sasha H. Wahab, Sasa Mutic, Anurag K. Singh, Gary E. Christensen, Jeffrey D. Bradley, and Daniel A. Low, "Quantitation of the reconstruction quality of a four-dimensional computed tomography process for lung cancer patients," Medical Physics, vol. 32, no. 4, pp. 890+, 2005.
23. Greg Cames, Stewart Gaede, Edward Yu, Jake V. Dyk, Jerry Battista, and Ting-Yim Lee, "A fully automated non-external marker 4D-CT sorting algorithm using a serial cine scanning protocol," Physics in Medicine and Biology, vol. 54, no. 7, pp. 2049-2066, 2009.
24. K. Eck, J. Bredno, and T. Stehle, "Absolute alignment of breathing states using image similarity derivatives," in Medical Imaging 2005. Apr. 2005, vol. 5744, pp. 79+, The International Society for Optical Engineering.
25. Cristina Chavarrias, Juan J. Vaquero, Alejandro Sisniega, Alexia Rodriguez-Ruano, Maria L. Soto-Montenegro, and Manuel Desco, "Validation of a retrospective respiratory gating method for small-animal CT scanners," in 2008 IEEE Nuclear Science Symposium and Medical Imaging conference (2008 NSS/MIC). Oct. 2008, pp. 4303-4305, IEEE.
26. T. H. Farncombe, "Software-based respiratory gating for small animal conebeam CT," Medical Physics, vol. 35, no. 5, pp. 1785+, 2008.
27. Jicun Hu, Steve T. Haworth, Robert C. Molthen, and Christopher A. Dawson, "Dynamic small animal lung imaging via a postacquisition respiratory gating technique using micro-cone beam computed tomography,"Academic Radiology, vol. 11, no. 9, pp. 961-970, Sept. 2004.
28. Ross I. Berbeco, Hassan Mostafavi, Gregory C. Sharp, and Steve B. Jiang, "Towards fluoroscopic respiratory gating for lung tumours without radiopaque markers," Physics in Medicine and Biology, vol. 50, no. 19, pp. 4481-4490, Oct. 2005.
29. Jan-Jakob Sonke, Lambert Zijp, Peter Remeijer, and Marcel van Herk, "Respiratory correlated cone beam CT," Medical Physics, vol. 32, no. 4, pp. 1176+,2005.
30. Hari Sundar, Ali Khamene, Liron Yatziv, and Chenyang Xu, "Automatic Image-Based Cardiac and Respiratory Cycle Synchronization and Gating of Image Sequences," in Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, Guang-Zhong Yang, David Hawkes, Daniel Rueckert, Alison Noble, and Chris Taylor, Eds., vol. 5762, chapter 47, pp. 381-388. Springer Berlin Heidelberg, Berlin, Heidelberg, 2009.
31. K. Pearson, "On lines and planes of closest fit to systems of points in space," Philosophical Magazine, vol. 2, no. 6, pp. 559-572, 1901.
32. Anthony E. Lujan, Edward W. Larsen, James M. Balter, and Randall K. Ten Haken, "A method for incorporating organ motion due to breathing into 3D dose calculations," Medical Physics, vol. 26, no. 5, pp. 715+, 1999.
33. Murray F. Freeman and John W. Tukey, "Transformations Related to the Angular and the Square Root," The Annals of Mathematical Statistics, vol. 21, no. 4, pp. 607-611, Dec. 1950.
34. P. Razifar, J. Axelsson, H. Schneider, B. Langstrom, E. Bengtsson, and M. Bergstrom, "Volume-Wise Application of Principal Component Analysis on Masked Dynamic PET Data in Sinogram Domain," IEEE Transactions on Nuclear Science, vol. 53, no. 5, pp. 2759-2768, Oct. 2006. (Pubitemid 44637025)
35. Kris Thielemans, Sanida Mustafovic, and Charalampos Tsoumpas, "STIR: Software for Tomographic Image Reconstruction Release 2,"in Nuclear Science Symposium Conference Record, 2006. IEEE, 2006, vol. 4, pp. 2174-2176.
36. Scott D. Wollenweber, Girish Gopalakrishnan, Kris Thielemans, and Ravindra M. Manjeshwar, "Evaluation of the accuracy and robustness of a motion correction algorithm for PET using a novel phantom approach," in 2010 IEEE Nuclear Science Symposium and Medical Imaging Conference (2010 NSS/MIC). Oct. 2010, pp. 2470-2479, IEEE.
37. Kris Thielemans, Girish Gopalakrishnan, Arunabha Roy, Srikrishnan V, Sheshadri Thiruvenkadam, Scott D Wollenweber, and Ravindra M Manjeshwar, "Robust motion correction for respiratory gated PET/CT using weighted averaging," in Nuclear Science Symposium Conference Record, 2011. IEEE, 2011.
38. Paul J. Schleyer, Michael J. O'Doherty, and Paul K. Marsden, "Extension of a data-driven gating technique to 3D, whole body PET studies.,"Physics in medicine and biology, vol. 56, no. 13, pp. 3953-3965, June 2011.