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Multi-frequency difference method for intracranial hemorrhage detection by magnetic induction tomography
- Source :
- Physiological measurement. 39(5)
- Publication Year :
- 2018
-
Abstract
- Objective Frequency-difference magnetic induction tomography (fdMIT) is a promising technique for the continuous monitoring of intracranial hemorrhage. The dual-frequency difference MIT (dfdMIT) will sometimes produce artefacts in the reconstructed images. To overcome this problem, a multi-frequency difference MIT (mfdMIT) method is proposed. Approach To test the performance of this algorithm, 2D head models comprising six tissue types with different hemorrhage sizes were simulated, and images of the hemorrhage were reconstructed by mfdMIT and dfdMIT. Imaging errors and correlation coefficients were calculated with different levels of added phase noise and conductivity noise. Main results A hemorrhage with a diameter of 20 mm can be reconstructed with 20 dB noise by the mfdMIT method, and the imaging error is reduced by about 60%. The results show that the conductivity of brain tissues changing with frequency will cause artefacts on the reconstructed images of the hemorrhage by dfdMIT, but the artefacts can be effectively suppressed with mfdMIT by separating the hemorrhage from other brain tissues. Significance The mfdMIT method increases the reconstructed image precision, which promotes the development of medical imaging by MIT.
- Subjects :
- Materials science
Physiology
0206 medical engineering
Biomedical Engineering
Biophysics
Image processing
02 engineering and technology
Signal-To-Noise Ratio
01 natural sciences
010309 optics
Signal-to-noise ratio
Physiology (medical)
0103 physical sciences
Phase noise
Medical imaging
Image Processing, Computer-Assisted
Humans
Reconstructed image
Tomography
Phantoms, Imaging
Magnetic Phenomena
020601 biomedical engineering
Frequency difference
Noise
Magnetic induction tomography
Intracranial Hemorrhages
Biomedical engineering
Subjects
Details
- ISSN :
- 13616579
- Volume :
- 39
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Physiological measurement
- Accession number :
- edsair.doi.dedup.....a26105cf2b857c8020610c6874f87bff