Published May 1, 2018 | Version v1
Journal article

Multi-frequency difference method for intracranial hemorrhage detection by magnetic induction tomography

  • 1. Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin (China)

Description

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. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1361-6579/aac09c

Additional details

Identifiers

Publishing Information

Journal Title
Physiological Measurement (Print)
Journal Volume
39
Journal Issue
5
Journal Page Range
[14 p.]
ISSN
0967-3334

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
51084013
Subject category
S60: APPLIED LIFE SCIENCES;
Descriptors DEI
BIOMEDICAL RADIOGRAPHY; BRAIN; HEAD; HEMORRHAGE; INDUCTION; TOMOGRAPHY
Descriptors DEC
BODY; CENTRAL NERVOUS SYSTEM; DIAGNOSTIC TECHNIQUES; MEDICINE; NERVOUS SYSTEM; NUCLEAR MEDICINE; ORGANS; PATHOLOGICAL CHANGES; RADIOLOGY; SYMPTOMS