期刊
PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY
卷 14, 期 -, 页码 134-141出版社
ELSEVIER
DOI: 10.1016/j.pdpdt.2016.04.004
关键词
Optical polarimetry; Basal cell carcinoma; Partial least square
类别
资金
- IT and Telecom Endowment Fund, PIEAS, Pakistan
Optical polarimetry was employed for assessment of ex vivo healthy and basal cell carcinoma (BCC) tissue samples from human skin. Polarimetric analyses revealed that depolarization and retardance for healthy tissue group were significantly higher (p < 0.001) compared to BCC tissue group. Histopathology indicated that these differences partially arise from BCC-related characteristic changes in tissue morphology. Wilks lambda statistics demonstrated the potential of all investigated polarimetric properties for computer assisted classification of the two tissue groups. Based on differences in polarimetric properties, partial least square (PLS) regression classified the samples with 100% accuracy, sensitivity and specificity. These findings indicate that optical polarimetry together with PLS statistics hold promise for automated pathology classification. (C) 2016 Elsevier B.V. All rights reserved.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据