DocumentCode :
2098306
Title :
Melanoma screening system using hyperspectral imager attached to imaging fiberscope
Author :
Nagaoka, T. ; Nakamura, A. ; Kiyohara, Y. ; Sota, T.
Author_Institution :
Waseda Res. Inst. for Sci. & Eng., Waseda Univ., Tokyo, Japan
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
3728
Lastpage :
3731
Abstract :
Early detection and proper excision of the primary lesions of melanoma are crucial for reducing melanoma-related deaths. In order to support the early detection of melanoma, melanoma screening systems have been extensively studied and developed. Recently we have proposed a melanoma discrimination index derived from hyperspectral data (HSD) in the visible-near infrared wavelength region. The index represents variegation in spectra over a lesion and works well in discriminating melanoma from other pigmented lesions. However the previous hyperspectral imager did not have an enough allowance for measurement of lesions. To overcome the problem with it, we have developed a hyperspectral imager attached to imaging fiberscope. This equipment has been able to accumulate HSD in a view field of φ40 mm within about 10 seconds, from which the above-mentioned melanoma discrimination index has been calculated. Performance of the system has been studied in nine cases of melanoma and 18 cases of non-melanoma, obtained from patients and volunteers, all of whom were Japanese. The index has achieved a sensitivity of 100% and a specificity of 94.4%.
Keywords :
biomedical optical imaging; cancer; infrared spectra; visible spectra; hyperspectral data; hyperspectral imaging; imaging fiberscope; melanoma detection; melanoma discrimination index; melanoma screening system; pigmented lesions; primary lesions; visible-near infrared wavelength region; Cancer; Hyperspectral imaging; Imaging; Indexes; Lesions; Malignant tumors; Skin; Adult; Aged; Aged, 80 and over; Diagnostic Imaging; Early Detection of Cancer; Female; Fiber Optic Technology; Humans; Male; Melanoma; Middle Aged; ROC Curve; Skin Neoplasms; Skin Pigmentation; Young Adult;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346777
Filename :
6346777
Link To Document :
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