title: Portable Wideband Microwave Imaging System for Intracranial Hemorrhage Detection Using Improved Back-projection Algorithm with Model of Effective Head Permittivity.
abstract: Intracranial hemorrhage is a medical emergency that requires rapid detection and medication to restrict any brain damage to minimal. Here, an effective wideband microwave head imaging system for on-the-spot detection of intracranial hemorrhage is presented. The operation of the system relies on the dielectric contrast between healthy brain tissues and a hemorrhage that causes a strong microwave scattering. The system uses a compact sensing antenna, which has an ultra-wideband operation with directional radiation, and a portable, compact microwave transceiver for signal transmission and data acquisition. The collected data is processed to create a clear image of the brain using an improved back projection algorithm, which is based on a novel effective head permittivity model. The system is verified in realistic simulation and experimental environments using anatomically and electrically realistic human head phantoms. Quantitative and qualitative comparisons between the images from the proposed and existing algorithms demonstrate significant improvements in detection and localization accuracy. The radiation and thermal safety of the system are examined and verified. Initial human tests are conducted on healthy subjects with different head sizes. The reconstructed images are statistically analyzed and absence of false positive results indicate the efficacy of the proposed system in future preclinical trials.
authors: School of ITEE, The University of Queensland, St Lucia, 4072, Brisbane, Australia.
authors: Ahmed Toaha
authors: AT
authors: Mobashsher
authors: School of Medicine, Griffith University, Gold Coast, 4215, Australia.
authors: A
authors: A
authors: Mahmoud
authors: School of ITEE, The University of Queensland, St Lucia, 4072, Brisbane, Australia.
authors: A M
authors: AM
authors: Abbosh
mesh_terms: D000465:Algorithms; D003952:Diagnostic Imaging / Q000295:instrumentation* / Q000379:methods; D004867:Equipment Design; D006801:Humans; D007091:Image Processing, Computer-Assisted / Q000295:instrumentation* / Q000379:methods; D020300:Intracranial Hemorrhages / Q000000981:diagnostic imaging*; D008872:Microwaves; D019047:Phantoms, Imaging; D012815:Signal Processing, Computer-Assisted