Investigation of a breathing surrogate prediction algorithm for prospective pulmonary gating

Medical Physics

Volumn 38, Issue 3, 2011, Pages 1587-1595

  White, Benjamin M ^a,b   Low, Daniel A ^b,c   Zhao, Tianyu ^b   Wuenschel, Sara ^b   Lu, Wei ^b   Lamb, James M ^b   Mutic, Sasa ^b   Bradley, Jeffrey D ^b   El Naqa, Issam ^b  

^a UNIVERSITY OF MISSOURI   (United States)

^b WASHINGTON UNIVERSITY   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

4DCT; prospective gating; quiet respiration

Indexed keywords

COMPUTERIZED TOMOGRAPHY; ERRORS; FORECASTING; IMAGE ACQUISITION; PATIENT MONITORING; RANDOM PROCESSES;

4DCT; AUTOREGRESSIVE MOVING AVERAGE; CONFIDENCE CRITERION; DEVELOPMENT AND TESTING; FOUR-DIMENSIONAL COMPUTED TOMOGRAPHY; PREDICTION ALGORITHMS; PROSPECTIVE GATING; QUIET RESPIRATION;

AUTOREGRESSIVE MOVING AVERAGE MODEL;

EID: 79952179772     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3556589     Document Type: Article

References (23)

1. S. Mutic, " Quality assurance for computed-tomography simulators and the computed-tomography-simulation process: Report for the AAPM Radiation Therapy Committee Task Group No. 66.," Med. Phys. 0094-2405 30 (10), 2762-2792 (2003). 10.1118/1.1609271 (Pubitemid 37266775)
2. C. Ritchie, " Predictive respiratory gating: A new method to reduce motion artifacts on CT scans.," Radiology 0033-8419 190, 847-852 (1994). (Pubitemid 24071058)
3. A. Berson, " Clinical experience using respiratory gated radiation therapy: Comparison of free-breathing and breath-hold techniques.," Int. J. Radiat. Oncol., Biol., Phys. 0360-3016 60 (2), 419-426 (2004). 10.1016/j.ijrobp.2004.03.037 (Pubitemid 39233460)
4. T. Fox, " Free breathing gated delivery (FBGD) of lung radiation therapy: Analysis of factors affecting clinical patient throughput.," Lung Cancer 0169-5002 56, 69-75 (2007). 10.1016/j.lungcan.2006.11.019 (Pubitemid 46356646)
5. D. Low, " Novel breathing motion model for radiotherapy.," Int. J. Radiat. Oncol., Biol., Phys. 0360-3016 63 (3), 921-929 (2005). 10.1016/j.ijrobp.2005.03.070 (Pubitemid 41400084)
6. M. Kakar, " Respiratory motion prediction using the adaptive neuro fuzzy inference system (ANFIS).," Phys. Med. Biol. 0031-9155 50, 4721-4728 (2005). 10.1088/0031-9155/50/19/020 (Pubitemid 41361528)
7. M. Murphy and D. Pokhrel, " Optimization of an adaptive neural network to predict breathing.," Med. Phys. 0094-2405 36 (1), 40-47 (2009). 10.1118/1.3026608
8. S. Vedam, " Predicting respiratory motion for four-dimensional radiotherapy.," Med. Phys. 0094-2405 31 (8), 2274-2283 (2004). 10.1118/1.1771931 (Pubitemid 39079720)
9. D. Ruan and J. Fessler, " Exploring breathing pattern irregularity with projection-based method.," Med. Phys. 0094-2405 33 (7), 2491-2499 (2006). 10.1118/1.2207253 (Pubitemid 43967237)
10. D. Ruan, J. Fessler, and J. Balter, " Real-time prediction of respiratory motion based on local regression methods.," Phys. Med. Biol. 0031-9155 52, 7137-7152 (2007). 10.1088/0031-9155/52/23/024 (Pubitemid 350150636)
11. D. Ruan, J. Fessler, and J. Balter, " Mean position tracking of respiratory motion.," Med. Phys. 0094-2405 35, 782-792 (2008). 10.1118/1.2825616 (Pubitemid 351190898)
12. D. Ruan, " Real-time profiling of respiratory motion: Baseline drift, frequency variation and fundamental pattern change.," Phys. Med. Biol. 0031-9155 54, 4777-4792 (2009). 10.1088/0031-9155/54/15/009
13. D. Putra, " A multiple model approach to respiratory motion prediction for real-time IGRT.," Phys. Med. Biol. 0031-9155 53, 1651-1663 (2008). 10.1088/0031-9155/53/6/010 (Pubitemid 351423002)
14. G. Sharp, " Prediction of respiratory tumor motion for real-time image-guided radiotherapy.," Phys. Med. Biol. 0031-9155 49, 425-440 (2004). 10.1088/0031-9155/49/3/006 (Pubitemid 38208152)
15. I. Priban, " An analysis of some short-term patterns of breathing in man at rest.," J. Physiol. 166, 425-434 (1963). 0022-3751
16. G. Box, G. Jenkins, and G. Rinsel, Time Series Analysis: Forecasting & Control, 3rd ed. (Prentice-Hall, Englewood Cliffs, NJ, 1994).
17. M. Smith, " Application of autoregressive moving average parametric modeling in magnetic image reconstruction.," IEEE Trans. Med. Imaging 0278-0062 5 (3), 132-139 (1986). 10.1109/TMI.1986.4307762
18. H. Akaike, " Information theory and an extension of the maximum likelihood principle.," Proceedings of the Second International Symposium on Information Theory (Akademiai Kiado, Budapest, 1973).
19. L. Ljung, System Identification: Theory for the User, 2nd ed. (Prentice-Hall, Englewood Cliffs, NJ, 1999), pp. 197-224.
20. A. Oppenhiem, R. Schafer, and J. Buck, Discrete-Time Signal Processing, 2nd ed. (Prentice-Hall, Englewood Cliffs, NJ, 1989), pp. 447-448.
21. W. Lu, " Comparison of spirometry and abdominal height as four-dimensional computed tomography metrics in lung.," Med. Phys. 0094-2405 32 (7), 2351-2357 (2005). 10.1118/1.1935776 (Pubitemid 41023195)
22. R. Werner, " Feasibility of a 4D CT breathing monitoring metric that provides tidal volume without the use of spirometry.," Med. Phys. 0094-2405 37 (2), 615-619 (2010). 10.1118/1.3284282
23. K. Malinowski, " Development of the 4D phantom for patient-specific, end-to-end radiation therapy QA.," Proc. SPIE 0277-786X 6510, 65100E (2007). 10.1117/12.713841 (Pubitemid 47550109)