Abstract:
Magnetic induction tomography (MIT) is a promising imaging technique for hemorrhage detection due to the features of initial diagnosis and continuous monitoring. The disp...Show MoreMetadata
Abstract:
Magnetic induction tomography (MIT) is a promising imaging technique for hemorrhage detection due to the features of initial diagnosis and continuous monitoring. The dispersed nature of the electromagnetic field makes the MIT difficult to image the intraaxial hemorrhage. An open cambered MIT was proposed to improve the sensitivity of extraaxial hemorrhage which is located 14-20 mm below the scalp. Realistic head models with different hemorrhage volumes and positions are used for simulation. The imaging performance of the cambered MIT is compared with the cylindrical MIT based on the time-difference and frequency-difference imaging methods, respectively. Different levels of noise (standard deviation of phase difference at 0.5 and 0.75 m°) were added to the phase difference measurements of time difference at 1 MHz. 3-D images were reconstructed by the single-step Tikhonov regularization method. Two factors of correlation coefficient rpd and localization error Le are introduced to assess the quality of the images. The results show that the cambered MIT obtains a better imaging performance of extraaxial hemorrhage than cylindrical MIT. In particular, for the hemorrhage of 7 mL at the lower position by time-difference imaging, rpd of the cambered MIT is increased by 42.3% and Le is reduced by 37.7% relative to the cylindrical MIT. The cambered MIT obtained twice the signal-to-noise ratio of phase difference for the frequency-difference method than the cylindrical MIT. The cambered MIT improves the sensitivity of near-subsurface locations, which provides a high resolution and portable way to monitor the extraaxial hemorrhage.
Published in: IEEE Transactions on Instrumentation and Measurement ( Volume: 68, Issue: 7, July 2019)
Funding Agency:

Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China
Zhili Xiao received the B.S. degree in control science and engineering from the Hebei University of Technology, Tianjin, China, in 2013. She is currently pursuing the Ph.D. degree in control science and engineering with Tianjin University, Tianjin.
Her current research interests include magnetic induction tomography image reconstruction, brain hemorrhage imaging, and sensor optimization.
Zhili Xiao received the B.S. degree in control science and engineering from the Hebei University of Technology, Tianjin, China, in 2013. She is currently pursuing the Ph.D. degree in control science and engineering with Tianjin University, Tianjin.
Her current research interests include magnetic induction tomography image reconstruction, brain hemorrhage imaging, and sensor optimization.View more

Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China
Chao Tan (M’09–SM’15) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 2003, 2006, and 2009, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin International Joint Research and Development Center for Process Imaging and Measurement, Tianjin University. His current researc...Show More
Chao Tan (M’09–SM’15) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 2003, 2006, and 2009, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin International Joint Research and Development Center for Process Imaging and Measurement, Tianjin University. His current researc...View more

Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China
Feng Dong (M’03–SM’06) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 1988, 1996, and 2002, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin Key Laboratory of Process Measurement and Control, Tianjin University. His current research interests include process parameter...Show More
Feng Dong (M’03–SM’06) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 1988, 1996, and 2002, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin Key Laboratory of Process Measurement and Control, Tianjin University. His current research interests include process parameter...View more

Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China
Zhili Xiao received the B.S. degree in control science and engineering from the Hebei University of Technology, Tianjin, China, in 2013. She is currently pursuing the Ph.D. degree in control science and engineering with Tianjin University, Tianjin.
Her current research interests include magnetic induction tomography image reconstruction, brain hemorrhage imaging, and sensor optimization.
Zhili Xiao received the B.S. degree in control science and engineering from the Hebei University of Technology, Tianjin, China, in 2013. She is currently pursuing the Ph.D. degree in control science and engineering with Tianjin University, Tianjin.
Her current research interests include magnetic induction tomography image reconstruction, brain hemorrhage imaging, and sensor optimization.View more

Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China
Chao Tan (M’09–SM’15) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 2003, 2006, and 2009, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin International Joint Research and Development Center for Process Imaging and Measurement, Tianjin University. His current research interests include process parameter detection and control systems, multiphase flow measurement and instrumentation, industrial process tomography, and multisensor/data fusion.
Chao Tan (M’09–SM’15) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 2003, 2006, and 2009, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin International Joint Research and Development Center for Process Imaging and Measurement, Tianjin University. His current research interests include process parameter detection and control systems, multiphase flow measurement and instrumentation, industrial process tomography, and multisensor/data fusion.View more

Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China
Feng Dong (M’03–SM’06) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 1988, 1996, and 2002, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin Key Laboratory of Process Measurement and Control, Tianjin University. His current research interests include process parameter detection and control system, industrial process tomography, multiphase flow measurement, and intelligent information processing.
Feng Dong (M’03–SM’06) received the B.S., M.S., and Ph.D. degrees in control science and engineering from Tianjin University, Tianjin, China, in 1988, 1996, and 2002, respectively.
He is currently a Professor with the School of Electrical and Information Engineering and the Director of the Tianjin Key Laboratory of Process Measurement and Control, Tianjin University. His current research interests include process parameter detection and control system, industrial process tomography, multiphase flow measurement, and intelligent information processing.View more