Acute Burn Assessment Using Terahertz Spectroscopic Feature Extraction and Support Vector Machines

Mahmoud E. Khani; Omar B. Osman; Zachery B. Harris; Juin-Wan Zhou; Andrew Chen; Adam J. Singer; M. Hassan Arbab

doi:10.1364/CLEO_AT.2021.JM4F.3

Conference on Lasers and Electro-Optics
OSA Technical Digest (Optica Publishing Group, 2021),
paper JM4F.3
•https://doi.org/10.1364/CLEO_AT.2021.JM4F.3

Acute Burn Assessment Using Terahertz Spectroscopic Feature Extraction and Support Vector Machines

Mahmoud E. Khani, Omar B. Osman, Zachery B. Harris, Juin-Wan Zhou, Andrew Chen, Adam J. Singer, and M. Hassan Arbab

CLEO: Applications and Technology 2021

San Jose, California United States
9–14 May 2021
ISBN: 978-1-943580-91-0

From the session
Symposium- Hot Topics in THz Photonics: Spintronics and Biophotonics II - Terahertz Biophotonics from Fundamental Science to Real Life Applications (JM4F)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
M. E. Khani, O. B. Osman, Z. B. Harris, J. Zhou, A. Chen, A. J. Singer, and M. H. Arbab, "Acute Burn Assessment Using Terahertz Spectroscopic Feature Extraction and Support Vector Machines," in Conference on Lasers and Electro-Optics, J. Kang, S. Tomasulo, I. Ilev, D. Müller, N. Litchinitser, S. Polyakov, V. Podolskiy, J. Nunn, C. Dorrer, T. Fortier, Q. Gan, and C. Saraceno, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper JM4F.3.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Get Video
Citation alert
Save article

Abstract

A hand-held THz-TDS scanner was employed for assessment of the burn injuries in a swine model. The accuracy of hyperspectral burn classification between superficial, partiall-thickness, and full-thickness categories using THz spectroscopic features was determined to be 93 percent.

PDF Article | Presentation Video

More Like This

Physical modeling of the permittivity of in vivo burn injuries using Debye dielectric parameters measured by the THz PHASR scanner

Mahmoud E. Khani, Zachery B. Harris, Omar B. Osman, Juin W. Zhou, Andrew Chen, and M. Hassan Arbab
STu4L.5 CLEO: Science and Innovations (CLEO:S&I) 2022

A Noninvasive Terahertz Assessment of 2nd and 3rd Degree Burn Wounds

M. Hassan Arbab, Dale P. Winebrenner, Trevor C. Dickey, Mathew B. Klein, Antao Chen, and Pierre D. Mourad
CTu3B.3 CLEO: Science and Innovations (CLEO:S&I) 2012

In vivo Burn Severity Assessment in a Mouse Model Using Spectroscopic Optical Coherence Tomography

Yang Zhao, Jason R. Maher, Howard Levinson, William J. Brown, and Adam Wax
BM4A.3 Bio-Optics: Design and Application (BODA) 2015

Previous Article Next Article

Presentation Video

Presentation video access is available to:

Optica Publishing Group subscribers
Technical meeting attendees
Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads