Correction method for wireless electromagnetic localization of microcapsule devices

International Journal of Medical Robotics and Computer Assisted Surgery

Volumn 9, Issue 2, 2013, Pages 204-212

  Guo, Xudong ^a   Yan, Rongguo ^a   Wang, Cheng ^a  

^a UNIVERSITY OF SHANGHAI FOR SCIENCE AND TECHNOLOGY   (China)

Author keywords

Bayesian regularization; Localization correction; Microcapsule device; Wireless localization

Indexed keywords

BAYESIAN NETWORKS; BIOMEDICAL EQUIPMENT; ELECTROMAGNETIC WAVE ATTENUATION; ERRORS;

% REDUCTIONS; BAYESIAN REGULARIZATION; CORRECTION METHOD; LOCALISATION; LOCALIZATION ACCURACY; LOCALIZATION CORRECTION; MICROCAPSULE DEVICE; MICROCAPSULES; NEURAL-NETWORKS; WIRELESS LOCALIZATION;

MICROSTRUCTURE;

ALGORITHM; ANALYTICAL PARAMETERS; ARTICLE; ARTIFICIAL NEURAL NETWORK; LEARNING; LEVENBERG MARQUARDT BAYESIAN REGULARIZATION ALGORITHM; MAGNETIC AND ELECTROMAGNETIC EQUIPMENT; MEDICAL DEVICE; MICROCAPSULE DEVICE; NERVE CELL; NETWORK CONVERGENCE; WIRELESS ELECTROMAGNETIC;

EID: 84878970102     PISSN: 14785951     EISSN: 1478596X     Source Type: Journal    
DOI: 10.1002/rcs.1472     Document Type: Article

References (20)

1. Iddan G, Meron G, Glukhovsky A, Swain P. Wireless capsule endoscopy. Nature 2000; 405(6785): 417-420.
2. Swain P. The future of wireless capsule endoscopy. World J Gastroenterol 2008; 14(26): 4142-4145.
3. Twomey K, Marchesi JR. Swallowable capsule technology: current perspectives and future directions. Endoscopy 2009; 41(8): 357-362.
4. Boor R, Jacobs J, Hinzmann A, et al. Combined spike-related functional MRI and multiple source analysis in the non-invasive spike localization of benign rolandic epilepsy. Clin Neurophysiol 2007; 118(4): 901-909.
5. Kedziorek DA, Kraitchman DL. Emerging approaches for cardiovascular stem cell imaging. Current Cardiovas Imag Rep 2011; 4(1): 32-40.
6. Jacob H, Levy D, Shreiber R, et al. Localization of the given M2A ingestible capsule in the given diagnostic imaging system. Gastrointest Endosc 2002; 55(5): AB135.
7. Fischer D, Schreiber R, Levi D, Eliakim R. Capsule endoscopy: the localization system Gastrointest. Endosc Clin N Am 2004; 14: 25-31.
8. Salerno M, Ciuti G, Lucarini G, et al. A discrete-time localization method for capsule endoscopy based on on-board magnetic sensing. Measure Sci Technol 2012; 23(1): 015701-015710.
9. Kim M-G, Hong Y-S, Lim E-J. Position and orientation detection of capsule endoscopes in spiral motion. Int J Precis Eng Manuf 2010; 11: 31-37.
10. Aziz SM, Grcic M, Vaithianathan T. A real-time tracking system for an endoscopic capsule using multiple magnetic sensors. In Smart Sensors and Sensing Technology, Mukhopadhyay SC, Gupta GS (eds.). Springer Lecture Notes in Electrical Engineering 20: Berlin/Heidelberg, 2008; 201-218.
11. Wu XD, Hou WS, Peng CL, et al. Wearable magnetic locating and tracking system for MEMS medical capsule. Sensors Actuators A 2008; 141(2): 432-439.
12. Wang X, Meng MQ-H. Application of a magnetic dipole modeling approach to the problem of tracking a capsule endoscope. Proc Inst Mech Eng, Part H: J Eng Med 2011; 225: 377-387.
13. Ascension-Tech.Com (homepage on the Internet). Ascension Technology Corporation: Milton, c2012. (cited 2012 Sep 2). Available from: http://www.ascension-tech.com/
14. Biosense Webster (homepage on the Internet). A Johnson & Johnson company: Los Angeles, c2012 CARTO XP EP Navigation System; (about 3 screens). Available from: http://www.biosensewebster.com/products/navigation/cartoxp.aspx
15. Guo XD, Yan GZ, He WH. A position telemetric method for implantable microcapsules in the gastrointestinal tract. Measure Sci Technol 2008; 19(4): 045201-045208.
16. Guo XD, Yan RG, Yan GZ. A wireless magnetic sensor for localizing in-vivo medical micro-devices. High Technol Lett 2010; 16(2): 199-203.
17. Guo XD, Wang C, Yan RG. An electromagnetic localization method for medical micro-devices based on adaptive particle swarm optimization with neighborhood search. Measurement 2011; 44(5): 852-858.
18. Foresee FD, Hagan MT. Gauss-Newton approximation to bayesian regularization. In Proceedings of the IEEE International Joint Conference on Neural Networks. IEEE Press: Piscataway, NJ, 1997; 1930-1935.
19. Suratgar AA, Tavakoli MB, Hoseinabadi A. Modified Levenberg-Marquardt method for neural networks training. Trans Eng Comput Technol 2005; 6: 46-48.
20. Kindratenko VV, Sherman WR. Neural network-based calibration of electromagnetic tracking systems. Virtual Reality 2005; 9(1): 70-78.