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Optical and Quantum Electronics
Erschienen in: Optical and Quantum Electronics 11/2018

01.11.2018

Identifying the incidence level of periodontal disease through hyperspectral imaging

verfasst von: Szu-Chien Chang, Hao-Yi Syu, Yin-Lai Wang, Chiu-Jung Lai, Shuan-Yu Huang, Hsiang-Chen Wang

Erschienen in: Optical and Quantum Electronics | Ausgabe 11/2018

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Abstract

This study proposes a method for staging periodontal disease through hyperspectral imaging technique. The study is composed of two parts. The first part shows the spectrum of gingival images that is simulated by hyperspectral imaging systematic analysis. The second part uses the principal component score chart for staging periodontal disease based on the obtained mean simulation spectrum. The experimental results show the staging results of periodontal disease through principal component score chart, allowing us to clearly identify the spectral features of normal gingiva and mild, moderate, and severe periodontitis. Our method can identify the stage of periodontal disease accurately and has a sensitivity and specificity of approximately 0.83 and 0.938, respectively.
Vorheriger Artikel Sr4Al14O25: Eu2+, Dy3+/silica core–shell particles synthesized via urea combustion method for carbon dioxide reduction in plants
Nächster Artikel Dispersion behavior of electromagnetic wave near the resonance in 1D magnetized ferrite photonic crystals

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Metadaten
Titel
Identifying the incidence level of periodontal disease through hyperspectral imaging
verfasst von
Szu-Chien Chang
Hao-Yi Syu
Yin-Lai Wang
Chiu-Jung Lai
Shuan-Yu Huang
Hsiang-Chen Wang
Publikationsdatum
01.11.2018
Verlag
Springer US
Erschienen in
Optical and Quantum Electronics / Ausgabe 11/2018
Print ISSN: 0306-8919
Elektronische ISSN: 1572-817X
DOI
https://doi.org/10.1007/s11082-018-1678-7

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