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Hyperspectral imaging for detection of arthritis: feasibility and prospects.

Authors :
Milanic M
Paluchowski LA
Randeberg LL
Source :
Journal of biomedical optics [J Biomed Opt] 2015 Sep; Vol. 20 (9), pp. 096011.
Publication Year :
2015

Abstract

Rheumatoid arthritis (RA) is a disease that frequently leads to joint destruction. It has a high incidence rate worldwide, and the disease significantly reduces patients’ quality of life. Detecting and treating inflammatory arthritis before structural damage to the joint has occurred is known to be essential for preventing patient disability and pain. Existing diagnostic technologies are expensive, time consuming, and require trained personnel to collect and interpret data. Optical techniques might be a fast, noninvasive alternative. Hyperspectral imaging (HSI) is a noncontact optical technique which provides both spectral and spatial information in one measurement. In this study, the feasibility of HSI in arthritis diagnostics was explored by numerical simulations and optimal imaging parameters were identified. Hyperspectral reflectance and transmission images of RA and normal human joint models were simulated using the Monte Carlo method. The spectral range was 600 to 1100 nm. Characteristic spatial patterns for RA joints and two spectral windows with transmission were identified. The study demonstrated that transmittance images of human joints could be used as one parameter for discrimination between arthritic and unaffected joints. The presented work shows that HSI is a promising imaging modality for the diagnostics and follow-up monitoring of arthritis in small joints.

Details

Language :
English
ISSN :
1560-2281
Volume :
20
Issue :
9
Database :
MEDLINE
Journal :
Journal of biomedical optics
Publication Type :
Academic Journal
Accession number :
26359812
Full Text :
https://doi.org/10.1117/1.JBO.20.9.096011