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Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis

Cellulitis is frequently misdiagnosed owing to its clinical mimickers, collectively known as pseudocellulitis. This study investigated diffuse reflectance spectroscopy (DRS) alone and in combination with infrared thermography (IRT) for the differentiation of cellulitis from pseudocellulitis. A prosp...

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Autores principales: Raff, Adam B., Ortega-Martinez, Antonio, Chand, Sidharth, Rrapi, Renajd, Thomas, Carina, Ko, Lauren N., Garza-Mayers, Anna C., Dobry, Allison S., Parry, Blair Alden, Anderson, Richard Rox, Kroshinsky, Daniela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659371/
https://www.ncbi.nlm.nih.gov/pubmed/34909729
http://dx.doi.org/10.1016/j.xjidi.2021.100032
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author Raff, Adam B.
Ortega-Martinez, Antonio
Chand, Sidharth
Rrapi, Renajd
Thomas, Carina
Ko, Lauren N.
Garza-Mayers, Anna C.
Dobry, Allison S.
Parry, Blair Alden
Anderson, Richard Rox
Kroshinsky, Daniela
author_facet Raff, Adam B.
Ortega-Martinez, Antonio
Chand, Sidharth
Rrapi, Renajd
Thomas, Carina
Ko, Lauren N.
Garza-Mayers, Anna C.
Dobry, Allison S.
Parry, Blair Alden
Anderson, Richard Rox
Kroshinsky, Daniela
author_sort Raff, Adam B.
collection PubMed
description Cellulitis is frequently misdiagnosed owing to its clinical mimickers, collectively known as pseudocellulitis. This study investigated diffuse reflectance spectroscopy (DRS) alone and in combination with infrared thermography (IRT) for the differentiation of cellulitis from pseudocellulitis. A prospective cohort study at an urban academic hospital was conducted from March 2017 to March 2018. Patients presenting to the emergency department with presumed cellulitis were screened for eligibility, and 30 adult patients were enrolled. Dermatology consultation conferred a final diagnosis of cellulitis or pseudocellulitis. DRS measurements yielded a spectral ratio between 556 nm (deoxyhemoglobin peak) and 542 nm (oxyhemoglobin peak), and IRT measurements yielded temperature differentials between the affected and unaffected skin. Of the 30 enrolled patients, 30% were diagnosed with pseudocellulitis. DRS revealed higher spectral ratios in patients with cellulitis (P = 0.005). A single parameter model using logistic regression on DRS measurements alone demonstrated a classification accuracy of 77.0%. A dual parameter model using linear discriminant analysis on DRS and IRT measurements combined demonstrated a 95.2% sensitivity, 77.8% specificity, and 90.0% accuracy for cellulitis prediction. DRS and IRT combined diagnoses cellulitis with an accuracy of 90%. DRS and IRT are inexpensive and noninvasive, and their use may reduce cellulitis misdiagnosis.
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spelling pubmed-86593712021-12-13 Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis Raff, Adam B. Ortega-Martinez, Antonio Chand, Sidharth Rrapi, Renajd Thomas, Carina Ko, Lauren N. Garza-Mayers, Anna C. Dobry, Allison S. Parry, Blair Alden Anderson, Richard Rox Kroshinsky, Daniela JID Innov Original Article Cellulitis is frequently misdiagnosed owing to its clinical mimickers, collectively known as pseudocellulitis. This study investigated diffuse reflectance spectroscopy (DRS) alone and in combination with infrared thermography (IRT) for the differentiation of cellulitis from pseudocellulitis. A prospective cohort study at an urban academic hospital was conducted from March 2017 to March 2018. Patients presenting to the emergency department with presumed cellulitis were screened for eligibility, and 30 adult patients were enrolled. Dermatology consultation conferred a final diagnosis of cellulitis or pseudocellulitis. DRS measurements yielded a spectral ratio between 556 nm (deoxyhemoglobin peak) and 542 nm (oxyhemoglobin peak), and IRT measurements yielded temperature differentials between the affected and unaffected skin. Of the 30 enrolled patients, 30% were diagnosed with pseudocellulitis. DRS revealed higher spectral ratios in patients with cellulitis (P = 0.005). A single parameter model using logistic regression on DRS measurements alone demonstrated a classification accuracy of 77.0%. A dual parameter model using linear discriminant analysis on DRS and IRT measurements combined demonstrated a 95.2% sensitivity, 77.8% specificity, and 90.0% accuracy for cellulitis prediction. DRS and IRT combined diagnoses cellulitis with an accuracy of 90%. DRS and IRT are inexpensive and noninvasive, and their use may reduce cellulitis misdiagnosis. Elsevier 2021-06-08 /pmc/articles/PMC8659371/ /pubmed/34909729 http://dx.doi.org/10.1016/j.xjidi.2021.100032 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Raff, Adam B.
Ortega-Martinez, Antonio
Chand, Sidharth
Rrapi, Renajd
Thomas, Carina
Ko, Lauren N.
Garza-Mayers, Anna C.
Dobry, Allison S.
Parry, Blair Alden
Anderson, Richard Rox
Kroshinsky, Daniela
Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis
title Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis
title_full Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis
title_fullStr Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis
title_full_unstemmed Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis
title_short Diffuse Reflectance Spectroscopy with Infrared Thermography for Accurate Prediction of Cellulitis
title_sort diffuse reflectance spectroscopy with infrared thermography for accurate prediction of cellulitis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659371/
https://www.ncbi.nlm.nih.gov/pubmed/34909729
http://dx.doi.org/10.1016/j.xjidi.2021.100032
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