Polarization speckle imaging as a potential technique for in vivo skin cancer detection

被引:41
作者
Tchvialeva, Lioudmila [1 ,2 ]
Dhadwal, Gurbir [1 ,2 ]
Lui, Harvey [1 ,2 ,3 ,4 ]
Kalia, Sunil [1 ,2 ]
Zeng, Haishan [1 ,2 ,3 ,4 ]
McLean, David I. [1 ,2 ]
Lee, Tim K. [1 ,2 ,3 ,4 ,5 ]
机构
[1] Vancouver Coastal Hlth Res Inst, Vancouver, BC V5Z 4E8, Canada
[2] Univ British Columbia, Dept Dermatol & Skin Sci, Photomed Inst, Vancouver, BC V5Z 4E8, Canada
[3] BC Canc Agcy, Dept Canc Control Res, Vancouver, BC V5Z 1L3, Canada
[4] BC Canc Agcy, Dept Integrat Oncol, Vancouver, BC V5Z 1L3, Canada
[5] Simon Fraser Univ, Sch Comp Sci, Burnaby, BC V5A 1S6, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
polarization; depolarization ratio; automatic skin cancer detection; laser speckle; statistical moments; DIAGNOSIS; DERMOSCOPY; MELANOMA; TISSUE; SURFACE; LESIONS; LIGHT;
D O I
10.1117/1.JBO.18.6.061211
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Skin cancer is the most common cancer in the Western world. In order to accurately detect the disease, especially malignant melanoma-the most fatal form of skin cancer-at an early stage when the prognosis is excellent, there is an urgent need to develop noninvasive early detection methods. We believe that polarization speckle patterns, defined as a spatial distribution of depolarization ratio of traditional speckle patterns, can be an important tool for skin cancer detection. To demonstrate our technique, we conduct a large in vivo clinical study of 214 skin lesions, and show that statistical moments of the polarization speckle pattern could differentiate different types of skin lesions, including three common types of skin cancers, malignant melanoma, squamous cell carcinoma, basal cell carcinoma, and two benign lesions, melanocytic nevus and seborrheic keratoses. In particular, the fourth order moment achieves better or similar sensitivity and specificity than many well-known and accepted optical techniques used to differentiate melanoma and seborrheic keratosis. (C) The Authors. Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
引用
收藏
页数:7
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