Volumetric Electromagnetic Phase-Shift Spectroscopy of Brain Edema and Hematoma
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 inexpe...
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Published in | PloS one Vol. 8; no. 5; p. e63223 |
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Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
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United States
Public Library of Science
14.05.2013
Public Library of Science (PLoS) |
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Abstract | 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. |
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AbstractList | 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. 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.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. |
Audience | Academic |
Author | Mora, Alfredo Polo, Salvador M. Cordero, Sergio Velasco, Beatriz Rubinsky, Boris Porras, Martin A. Gonzalez, Cesar A. Valencia, Jose A. Gonzalez, Fernando Salgado, Javier Hevia-Montiel, Nidiyare |
AuthorAffiliation | 3 Sección de Imagen Seccional-Unidad de Cuidados Intensivos, Hospital Central Militar, DF, México 6 Department of Mechanical Engineering, University of California, Berkeley, California, United States of America 1 Escuela Superior de Medicina, Instituto Politécnico Nacional, DF, México University of Toronto, Canada 2 EMGS/EMM/FAM, Universidad del Ejército, DF, México 4 Departamento Ciencias de la Computación-IIMAS, Universidad Nacional Autónoma de México, DF, México 5 Hospital General Balbuena, Secretaría de Salud del Distrito Federal, DF, México |
AuthorAffiliation_xml | – name: 3 Sección de Imagen Seccional-Unidad de Cuidados Intensivos, Hospital Central Militar, DF, México – name: 2 EMGS/EMM/FAM, Universidad del Ejército, DF, México – name: University of Toronto, Canada – name: 4 Departamento Ciencias de la Computación-IIMAS, Universidad Nacional Autónoma de México, DF, México – name: 5 Hospital General Balbuena, Secretaría de Salud del Distrito Federal, DF, México – name: 6 Department of Mechanical Engineering, University of California, Berkeley, California, United States of America – name: 1 Escuela Superior de Medicina, Instituto Politécnico Nacional, DF, México |
Author_xml | – sequence: 1 givenname: Cesar A. surname: Gonzalez fullname: Gonzalez, Cesar A. – sequence: 2 givenname: Jose A. surname: Valencia fullname: Valencia, Jose A. – sequence: 3 givenname: Alfredo surname: Mora fullname: Mora, Alfredo – sequence: 4 givenname: Fernando surname: Gonzalez fullname: Gonzalez, Fernando – sequence: 5 givenname: Beatriz surname: Velasco fullname: Velasco, Beatriz – sequence: 6 givenname: Martin A. surname: Porras fullname: Porras, Martin A. – sequence: 7 givenname: Javier surname: Salgado fullname: Salgado, Javier – sequence: 8 givenname: Salvador M. surname: Polo fullname: Polo, Salvador M. – sequence: 9 givenname: Nidiyare surname: Hevia-Montiel fullname: Hevia-Montiel, Nidiyare – sequence: 10 givenname: Sergio surname: Cordero fullname: Cordero, Sergio – sequence: 11 givenname: Boris surname: Rubinsky fullname: Rubinsky, Boris |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/23691001$$D View this record in MEDLINE/PubMed |
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ContentType | Journal Article |
Copyright | COPYRIGHT 2013 Public Library of Science 2013 Gonzalez et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2013 Gonzalez et al 2013 Gonzalez et al |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Competing Interests: Cesar Gonzalez and Boris Rubinsky are the co-inventor of the following VEPS technology issued patents: "Volumetric induction phase shift detection system for determining tissue water content properties" United States (US) patent number 7,638,341 Dec 29, 2009; "Volumetric Induction phase shift system for determining tissue water content." US Patent 07910374, March 31 2011; "Volumetric induction phase shift detection system for determining tissue water content properties" US Patent number 8,101,421 January 24, 2012; "Volumetric induction phase shift detection system for determining tissue water content properties" US Patent number 8,361,391, January 29, 2013. These patents are assigned to the University of California (UC), Berkeley and were licensed to "Cerebrotech" a company in which Rubinsky, Gonzalez and UC Berkeley have a commercial interest through shares in that company. There are no further patents, products in development or marketed products to declare. The authors confirm that this does not alter their adherence to all the PLOS ONE policies on sharing data and materials. The study reported here was performed without any input, support and any involvement from Cerebrotech. Conceived and designed the experiments: CAG BR. Performed the experiments: JAV AM FG BV. Analyzed the data: CAG MAP JS SC BR. Contributed reagents/materials/analysis tools: MAP SMP JS NHM. Wrote the paper: CAG BR NHM. |
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SubjectTerms | Adolescent Adult Aged Biology Brain Brain - diagnostic imaging Brain - pathology Brain injuries Brain injury Brain research Case-Control Studies Cerebral edema Change detection Classifiers Computed tomography Data analysis Data processing Diagnosis, Differential Diagnostic systems Dielectric properties Edema Edema - diagnosis Edema - diagnostic imaging Edema - pathology Electric Conductivity Electromagnetic Phenomena Electromagnetism Engineering Feasibility studies Female Frequency ranges Head injuries Health services Hematoma Hematoma - diagnosis Hematoma - diagnostic imaging Hematoma - pathology Hemorrhage Hospitals Humans Information management Ischemia Male Medical diagnosis Medical imaging Medical imaging equipment Medical technology Medicine Middle Aged Neuroimaging NMR Nuclear magnetic resonance Patients Phase shift Pilot Projects Population (statistical) Radiology Significance Spectroscopy Spectrum Analysis Statistical analysis Statistical significance Statistics Technology Tomography Tomography, X-Ray Computed Young Adult |
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Title | Volumetric Electromagnetic Phase-Shift Spectroscopy of Brain Edema and Hematoma |
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