STATISTICAL ANALYSIS OF HIGH FREQUENCY ULTRASONIC BACKSCATTERED SIGNALS FROM BASAL CELL CARCINOMAS

被引:16
作者
Petrella, Lorena Itati [1 ,2 ]
Valle, Heliomar de Azevedo [3 ]
Issa, Paulo Roberto [4 ]
Martins, Carlos Jose [4 ]
Machado, Joao Carlos [2 ,5 ]
Pereira, Wagner Coelho A. [2 ]
机构
[1] Natl Inst Metrol Qual & Technol, Lab Ultrasound, Duque De Caxias, RJ, Brazil
[2] Univ Fed Rio de Janeiro, Biomed Engn Program, Rio De Janeiro, RJ, Brazil
[3] Gaffree & Guinle Univ Hosp, Pathol Anat Dept, Rio De Janeiro, RJ, Brazil
[4] Gaffree & Guinle Univ Hosp, Dept Dermatol, Rio De Janeiro, RJ, Brazil
[5] Univ Fed Rio de Janeiro, Postgrad Program Surg Sci, Rio De Janeiro, RJ, Brazil
关键词
Ultrasound biomicroscopy; Basal cell carcinoma; Statistical data analysis; IN-VIVO; HUMAN SKIN; EX-VIVO; IMAGES; VITRO; MHZ; CLASSIFICATION; PARAMETERS; RANGE;
D O I
10.1016/j.ultrasmedbio.2012.06.001
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A statistical approach was implemented in the study of histologic characteristics from ex vivo basal cell carcinomas, based on the properties of backscattered acoustic waves, for the purpose of evaluating the method as a diagnostic tool. The study was developed using an ultrasound biomicroscope working at a frequency of 45 MHz. The parameters examined were signal-to-noise ratio (SNR), and shape parameters from the Weibull (b(W)) and generalized gamma (c(GG) and v(GG)) probability density functions. Twenty-seven carcinomatous skin samples were obtained from volunteer patients and classified into two groups (BCC1 and BCC2) based on the distribution patterns of their tumor nests; also, seven non-tumoral samples were used for comparative purposes. Significant differences between groups were obtained for all studied parameters. The successful differentiation between some tissue groups suggests its potential use for carcinoma characterization. (E-mail: lorena.petrella@gmail.com) (C) 2012 World Federation for Ultrasound in Medicine & Biology.
引用
收藏
页码:1811 / 1819
页数:9
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