Melanoma screening system using hyperspectral imager attached to imaging fiberscope

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 3728-3731

  Nagaoka, T ^a   Nakamura, A ^a   Kiyohara, Y ^b   Sota, T ^a  

^a WASEDA UNIVERSITY   (Japan)

^b SHIZUOKA CANCER CENTER   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

HYPERSPECTRAL DATA; HYPERSPECTRAL IMAGERS; INFRARED WAVELENGTHS; PIGMENTED LESIONS; SCREENING SYSTEM; VIEW FIELD;

DIAGNOSIS; ONCOLOGY; SPECTROSCOPY;

DERMATOLOGY;

ADULT; AGED; ARTICLE; DIAGNOSTIC IMAGING; EARLY DIAGNOSIS; EQUIPMENT; FEMALE; FIBER OPTICS; HUMAN; MALE; MELANOMA; METHODOLOGY; MIDDLE AGED; RECEIVER OPERATING CHARACTERISTIC; SKIN PIGMENTATION; SKIN TUMOR; VERY ELDERLY; YOUNG ADULT;

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;

EID: 84870853741     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6346777     Document Type: Conference Paper

References (27)

1. Vital Statistics Japan (Ministry of Health, Labour and Welfare)
2. T. Matsuda, T. Marugame, K Kamo, K. Katanoda, W Ajiki, T Sobue, and The Japan Cancer Surveillance Research Group, "Cancer incidence and incidence rates in Japan in 2003: based on data from 13 population-based cancer registries in the Monitoring of Cancer Incidence in Japan (MCIJ) project.", Japanese Journal of Clinical Oncology, 39, pp.850-8, 2009
3. K. Ishihara, T. Saida, F. Otsuka and N. Yamazaki, "Statistical profiles of malignant melanoma and other skin cancers in Japan: 2007 update", International Journal of Clinical Oncology, 13, 1, pp.33-41, 2008
4. C.A. Morton and R.M. Mackie, "Clinical accuracy of the diagnosis of cutaneous malignant melanoma", Br. J. Dermatol., 138, pp. 283-7, 1998
5. R.J. Friedman, D.S. Rigel, and A. W. Kopf, "Early detection of malignant melanoma", CA Cancer J Clin. 35, pp.130-151, 1985
6. H.P. Soyer, J. Smolle, H. Kerl and H Stettner, "Early diagnosis of malignant melanoma by surface microscopy", Lancet, 2, 8562, pp. 803, 1987
7. F. Nachbar, W. Stolz, T. Merkle, et.al., "The ABCD rule of dermatoscopy", Journal of the American Academy of Dermatology, 30, 4, pp. 551-559, 1994
8. G. Argenziano, H.P. Soyer, S. Chimenti, et.al., "Dermoscopy of pigmented skin lesions: Results of a consensus meeting via the Internet.", Journal of Academy of Dermatology, 48, 5, pp.679-693, 2003
9. F. Ercal, A. Chawla, W.V. Stoecker, H.C. Lee and R.H. Moss, "Neural network diagnosis of malignant melanoma from colour images", IEEE Trans. Biomed. Eng., 41, pp. 837-45, 1994
10. H. Pehamberger, M. Binder, A. Steiner and K. Wolff, "In vivo epiluminescence microscopy: improvement of early diagnosis of melanoma", J. Invest. Dermatol., 100 (suppl), pp. 356S-362S, 1993
11. H. Kittler, H. Pehamberger, K. Wolff and M. Binder, "Diagnostic accuracy of dermoscopy", Lancet Oncol., 3, pp. 159-65, 2002
12. M.E. Vestergaard, P. Macaskill, P.E. Holt, and S.W. Menzies, "Dermoscopy compared with naked eye examination for the diagnosis of primary melanoma: a meta-anaysis of studies performed in a clinical setting", Br. J. Dermot. 159, pp.669-676, 2008.
13. J. Neila and H.P. Soyer, "Key points on dermoscopy for siagnosis of melanomas, including difficult to diagnose melanomas, on the trunk and extrenmities", J. Dermat. 38, pp3-9, 2011.
14. H. Iyatomi, H. Oka, M.E. Celebi, et.al, "An Improved Internet-based Melanoma Screening System with Dermatologist-like Tumor Area Extraction Algorithm", Computerized Medical Imaging and Graphics, 32, 7, pp. 566-579, 2008.
15. M. Carrara, A. Bono, C. Bartoli, et.al, "Multispectral imaging and artificial neural network: mimicking the management decision of the clinician facing pigmented skin lesions", Phys. Med. Biol., 52, pp. 2599-2613, 2007
16. http://www.molemate.com/apac/our-product/about-molemate/
17. S.W. Menzies, L. Bischof, H. Talbot, et.al., "The Performance of SolarScan - An Automated Dermoscopy Image Analysis Instrument for the Diagnosis of Primary Melanoma-", Arch Dermatol., 141, pp. 1388-1396, 2005
18. M. Elbaum, A.W. Kopf, H.S. Rabinovitz, et.al., "Automatic differentiation of melanoma from melanocytic nevi with multispectral digital dermoscopy: a feasibility study.", J Am Acad Dermatol., 44, 2, pp. 207-18, 2001
19. T. Vo-Dinh, D.L. Stokes, M.B. Wabuyele, M.E. Martin, J.M. Song, R. Jagannathan, E. Michaud, R.J. Lee and X. Pan, "A hyperspectral imaging system for in vivo optical diagnostics", IEEE Eng.in Med. Biol. Mag., 23, pp. 14855, 2004
20. B. Khoobehi, J.M. Beach and H. Kawano, "Hyperspectral imaging for measurement of oxygen saturation in optic nerve head", Inv. Ophthal. Vis. Sci., 45, pp. 1464-72, 2004
21. T. Nagaoka, A. Nakamura, H. Okutani, Y. Kiyohara and T. Sota, "A possible melanoma discrimination index based on hyperspectral data: a pilot study", Skin Research and Technology, doi: 10.1111/j.1600-0846.2011.00571. x, 2011
22. R. Marchesini, M. Brambilla, C. Clemente, et.al., "In vivo spectrophotometric evaluation of neoplastic and non-neoplastic skin pigmented lesions - 1. Reflectance measurements", Photochem. Photobiol., 53, pp. 77-84, 1991
23. V.P. Wallace, D.C. Crawford, P.S. Mortimer, R.J. Ott and J.C. Bamber, "Spectrophotometric assessment of pigmented skin lesions: methods and feature selection for evaluation of diagnostic performance", Phys. Med. Biol., 45, pp. 735-751, 2000
24. M. Osawa and S. Niwa, "A portable diffuse reflectance spectrophotometer for rapid and automatic measurement of tissue", Meas. Sci. Technol., 4, pp. 668-76, 1993
25. F.A. Kruse, A.B. Lefkoff, J.W. Boardman, et.al, "The spectral image processing system (SIPS)-interactive visualization and analysis of imaging spectrometer data", Remote Sensing of Environment, 44, 2-3, pp. 145-163, 1993
26. J.A. Swets, "Measuring the accuracy of diagnostic systems", Science, 240, pp. 1285-93, 1988
27. F. Nachbar, W. Stolz, T. Merkle, et.al., "The ABCD rule of dermatoscopy. High prospective value in the diagnosis of doubtful melanocytic skin lesions", J Am Acad Dermatol., 30, 4, pp. 551-9, 1994