Volumetric Electromagnetic Phase-Shift Spectroscopy of Brain Edema and Hematoma

被引:25
作者
Gonzalez, Cesar A. [1 ,2 ]
Valencia, Jose A. [3 ]
Mora, Alfredo [2 ]
Gonzalez, Fernando [2 ]
Velasco, Beatriz [2 ]
Porras, Martin A. [3 ]
Salgado, Javier [3 ]
Polo, Salvador M. [2 ]
Hevia-Montiel, Nidiyare [4 ]
Cordero, Sergio [1 ,3 ,5 ]
Rubinsky, Boris [6 ]
机构
[1] Inst Politecn Nacl, Escuela Super Med, Mexico City 07738, DF, Mexico
[2] Univ Ejercito, EMGS EMM FAM, Mexico City, DF, Mexico
[3] Cent Mil Hosp, Secc Imagen Secc Unidad Cuidados Intens, Mexico City, DF, Mexico
[4] Univ Nacl Autonoma Mexico, Dept Ciencias Computac IIMAS, Mexico City 04510, DF, Mexico
[5] Hosp Gen Balbuena, Mexico City, DF, Mexico
[6] Univ Calif Berkeley, Dept Mech Engn, Berkeley, CA 94720 USA
来源
PLOS ONE | 2013年 / 8卷 / 05期
关键词
MAGNETIC INDUCTION TOMOGRAPHY; ELECTRICAL-IMPEDANCE TOMOGRAPHY; DIELECTRIC-PROPERTIES; BIOLOGICAL TISSUES; INTRACEREBRAL HEMORRHAGE; WATER-CONTENT; RECONSTRUCTION; BIOIMPEDANCE; FEASIBILITY; SENSITIVITY;
D O I
10.1371/journal.pone.0063223
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Motivated by the need of poor and rural Mexico, where the population has limited access to advanced medical technology and services, we have developed a new paradigm for medical diagnostic based on the technology of "Volumetric Electromagnetic Phase Shift Spectroscopy'' (VEPS), as an inexpensive partial substitute to medical imaging. VEPS, can detect changes in tissue properties inside the body through non-contact, multi-frequency electromagnetic measurements from the exterior of the body, and thereby provide rapid and inexpensive diagnostics in a way that is amenable for use in economically disadvantaged parts of the world. We describe the technology and report results from a limited pilot study with 46 healthy volunteers and eight patients with CT radiology confirmed brain edema and brain hematoma. Data analysis with a non-parametric statistical Mann-Whitney U test, shows that in the frequency range of from 26 MHz to 39 MHz, VEPS can distinguish non-invasively and without contact, with a statistical significance of p < 0.05, between healthy subjects and those with a medical conditions in the brain. In the frequency range of between 153 MHz to 166 MHz it can distinguish with a statistical significance of p < 0.05 between subjects with brain edema and those with a hematoma in the brain. A classifier build from measurements in these two frequency ranges can provide instantaneous diagnostic of the medical condition of the brain of a patient, from a single set of measurements. While this is a small-scale pilot study, it illustrates the potential of VEPS to change the paradigm of medical diagnostic of brain injury through a VEPS classifier-based technology. Obviously substantially larger-scale studies are needed to verify and expand on the findings in this small pilot study.
引用
收藏
页数:10
相关论文
共 56 条
  • [1] Advances in the management of intracerebral hemorrhage
    Adeoye, Opeolu
    Broderick, Joseph P.
    [J]. NATURE REVIEWS NEUROLOGY, 2010, 6 (11) : 593 - 601
  • [2] A FEASIBILITY STUDY OF INVIVO ELECTROMAGNETIC IMAGING
    ALZEIBAK, S
    SAUNDERS, NH
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 1993, 38 (01) : 151 - 160
  • [3] [Anonymous], 1990, PHYS PROPERTIES TISS
  • [4] Ischaemic brain oedema
    Ayata, C
    Ropper, AH
    [J]. JOURNAL OF CLINICAL NEUROSCIENCE, 2002, 9 (02) : 113 - 124
  • [5] Blumrosen G, 2009, SIXTH INTERNATIONAL WORKSHOP ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS, PROCEEDINGS, P120, DOI [10.1109/BSN.2009.15, 10.1109/P3644.14]
  • [6] Experimental Sensitivity Study of Inductive Phase Shift Spectroscopy as Non-Invasive Method for Hypoperfusion vs Bleeding Volumetric Detection in Brain
    Flores, Omar
    Rubinsky, Boris
    Gonzalez, Cesar A.
    [J]. 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 678 - +
  • [7] Dielectric properties of biological tissue: Variation with age
    Gabriel, C
    [J]. BIOELECTROMAGNETICS, 2005, : S12 - S18
  • [8] The dielectric properties of biological tissues .3. Parametric models for the dielectric spectrum of tissues
    Gabriel, S
    Lau, RW
    Gabriel, C
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 1996, 41 (11) : 2271 - 2293
  • [9] SPECIFIC RESISTANCE OF BIOLOGICAL MATERIAL-A COMPENDUM OF DATA FOR BIOMEDICAL ENGINEER AND PHYSIOLOGIST
    GEDDES, LA
    BAKER, LE
    [J]. MEDICAL & BIOLOGICAL ENGINEERING, 1967, 5 (03): : 271 - &
  • [10] The detection of brain ischaemia in rats by inductive phase shift spectroscopy
    Gonzalez, C. A.
    Villanueva, C.
    Vera, C.
    Flores, O.
    Reyes, R. D.
    Rubinsky, B.
    [J]. PHYSIOLOGICAL MEASUREMENT, 2009, 30 (08) : 809 - 819