In vivo detection of epileptic brain tissue using static fluorescence and diffuse reflectance spectroscopy
Diffuse reflectance and fluorescence spectroscopy are used to detect histopathological abnormalities of an epileptic brain in a human subject study. Static diffuse reflectance and fluorescence spectra are acquired from normal and epileptic brain areas, defined by electrocorticography (ECoG), from pe...
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Published in | Journal of biomedical optics Vol. 18; no. 2; p. 027006 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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United States
Society of Photo-Optical Instrumentation Engineers
01.02.2013
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Abstract | Diffuse reflectance and fluorescence spectroscopy are used to detect histopathological abnormalities of an epileptic brain in a human subject study. Static diffuse reflectance and fluorescence spectra are acquired from normal and epileptic brain areas, defined by electrocorticography (ECoG), from pediatric patients undergoing epilepsy surgery. Biopsy specimens are taken from the investigated sites within an abnormal brain. Spectral analysis reveals significant differences in diffuse reflectance spectra and the ratio of fluorescence and diffuse reflectance spectra from normal and epileptic brain areas defined by ECoG and histology. Using these spectral differences, tissue classification models with accuracy above 80% are developed based on linear discriminant analysis. The differences between the diffuse reflectance spectra from the normal and epileptic brain areas observed in this study are attributed to alterations in the static hemodynamic characteristics of an epileptic brain, suggesting a unique association between the histopathological and the hemodynamic abnormalities in an epileptic brain. |
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AbstractList | Diffuse reflectance and fluorescence spectroscopy are used to detect histopathological abnormalities of an epileptic brain in a human subject study. Static diffuse reflectance and fluorescence spectra are acquired from normal and epileptic brain areas, defined by electrocorticography (ECoG), from pediatric patients undergoing epilepsy surgery. Biopsy specimens are taken from the investigated sites within an abnormal brain. Spectral analysis reveals significant differences in diffuse reflectance spectra and the ratio of fluorescence and diffuse reflectance spectra from normal and epileptic brain areas defined by ECoG and histology. Using these spectral differences, tissue classification models with accuracy above 80% are developed based on linear discriminant analysis. The differences between the diffuse reflectance spectra from the normal and epileptic brain areas observed in this study are attributed to alterations in the static hemodynamic characteristics of an epileptic brain, suggesting a unique association between the histopathological and the hemodynamic abnormalities in an epileptic brain. Diffuse reflectance and fluorescence spectroscopy are used to detect histopathological abnormalities of an epileptic brain in a human subject study. Static diffuse reflectance and fluorescence spectra are acquired from normal and epileptic brain areas, defined by electrocorticography (ECoG), from pediatric patients undergoing epilepsy surgery. Biopsy specimens are taken from the investigated sites within an abnormal brain. Spectral analysis reveals significant differences in diffuse reflectance spectra and the ratio of fluorescence and diffuse reflectance spectra from normal and epileptic brain areas defined by ECoG and histology. Using these spectral differences, tissue classification models with accuracy above 80% are developed based on linear discriminant analysis. The differences between the diffuse reflectance spectra from the normal and epileptic brain areas observed in this study are attributed to alterations in the static hemodynamic characteristics of an epileptic brain, suggesting a unique association between the histopathological and the hemodynamic abnormalities in an epileptic brain.Diffuse reflectance and fluorescence spectroscopy are used to detect histopathological abnormalities of an epileptic brain in a human subject study. Static diffuse reflectance and fluorescence spectra are acquired from normal and epileptic brain areas, defined by electrocorticography (ECoG), from pediatric patients undergoing epilepsy surgery. Biopsy specimens are taken from the investigated sites within an abnormal brain. Spectral analysis reveals significant differences in diffuse reflectance spectra and the ratio of fluorescence and diffuse reflectance spectra from normal and epileptic brain areas defined by ECoG and histology. Using these spectral differences, tissue classification models with accuracy above 80% are developed based on linear discriminant analysis. The differences between the diffuse reflectance spectra from the normal and epileptic brain areas observed in this study are attributed to alterations in the static hemodynamic characteristics of an epileptic brain, suggesting a unique association between the histopathological and the hemodynamic abnormalities in an epileptic brain. |
Author | Ragheb, John Bhatia, Sanjiv Lin, Wei-Chiang Yadav, Nitin Jayakar, Prasanna Mehta, Rupal Yong, William |
Author_xml | – sequence: 1 givenname: Nitin surname: Yadav fullname: Yadav, Nitin organization: aFlorida International University, Department of Biomedical Engineering, Miami, Florida – sequence: 2 givenname: Sanjiv surname: Bhatia fullname: Bhatia, Sanjiv organization: bThe Brain Institute, Miami Children's Hospital, Miami, Florida – sequence: 3 givenname: John surname: Ragheb fullname: Ragheb, John organization: bThe Brain Institute, Miami Children's Hospital, Miami, Florida – sequence: 4 givenname: Rupal surname: Mehta fullname: Mehta, Rupal organization: cUniversity of California at Los Angeles, Department of Pathology, Los Angeles, California – sequence: 5 givenname: Prasanna surname: Jayakar fullname: Jayakar, Prasanna organization: bThe Brain Institute, Miami Children's Hospital, Miami, Florida – sequence: 6 givenname: William surname: Yong fullname: Yong, William organization: cUniversity of California at Los Angeles, Department of Pathology, Los Angeles, California – sequence: 7 givenname: Wei-Chiang surname: Lin fullname: Lin, Wei-Chiang email: wclin@fiu.edu organization: bThe Brain Institute, Miami Children's Hospital, Miami, Florida |
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Keywords | brain surgery fluorescence spectroscopy diffuse reflectance spectroscopy pediatric epilepsy |
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SubjectTerms | Adolescent Algorithms Brain Brain - pathology Brain - surgery Child Child, Preschool Data Interpretation, Statistical Diffusion Electroencephalography Epilepsy - diagnosis Epilepsy - pathology Epilepsy - surgery Female Fluorescence Hemodynamics Humans Male Optical Phenomena Reflectance Reflectivity Spectra Spectrometry, Fluorescence - methods Spectrometry, Fluorescence - statistics & numerical data Spectroscopy Spectrum Analysis - methods Spectrum Analysis - statistics & numerical data Young Adult |
Title | In vivo detection of epileptic brain tissue using static fluorescence and diffuse reflectance spectroscopy |
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