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
相关论文
共 27 条
  • [1] IMAGING OF THE SKIN WITH 20-MHZ US
    FORNAGE, BD
    MCGAVRAN, MH
    DUVIC, M
    WALDRON, CA
    [J]. RADIOLOGY, 1993, 189 (01) : 69 - 76
  • [2] Advances in ultrasound biomicroscopy
    Foster, FS
    Pavlin, CJ
    Harasiewicz, KA
    Christopher, DA
    Turnbull, DH
    [J]. ULTRASOUND IN MEDICINE AND BIOLOGY, 2000, 26 (01) : 1 - 27
  • [3] Assessment of elastic parameters of human skin using dynamic elastography
    Gennisson, JL
    Baldeweck, T
    Tanter, M
    Catheline, S
    Fink, M
    Sandrin, L
    Cornillon, C
    Querleux, B
    [J]. IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2004, 51 (08) : 980 - 989
  • [4] Noninvasive imaging, treatment and microscopic confirmation of clearance of basal cell carcinoma
    Goldgeier, M
    Fox, CA
    Zavislan, JM
    Harris, D
    Gonzalez, S
    [J]. DERMATOLOGIC SURGERY, 2003, 29 (03) : 205 - 210
  • [5] High frequency ultrasound assessment of skin fibrosis: Clinical results
    Huang, Y. P.
    Zheng, Y. P.
    Leung, S. F.
    Choi, A. P. C.
    [J]. ULTRASOUND IN MEDICINE AND BIOLOGY, 2007, 33 (08) : 1191 - 1198
  • [6] Machine-learning classification of non-melanoma skin cancers from image features obtained by optical coherence tomography
    Jorgensen, Thomas Martini
    Tycho, Andreas
    Mogensen, Mette
    Bjerring, Peter
    Jemec, Gregor B. E.
    [J]. SKIN RESEARCH AND TECHNOLOGY, 2008, 14 (03) : 364 - 369
  • [7] Spatial variation of acoustic parameters in human skin:: An in vitro study between 22 and 45 MHz
    Lebertre, M
    Ossant, F
    Vaillant, L
    Diridollou, S
    Patat, F
    [J]. ULTRASOUND IN MEDICINE AND BIOLOGY, 2002, 28 (05) : 599 - 615
  • [8] Lizzi FL, 1996, IEEE ULTR S, V1, P1155
  • [9] Ultrasonic integrated backscatter coefficient profiling of human coronary arteries in vitro
    Machado, JC
    Foster, FS
    [J]. IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2001, 48 (01) : 17 - 27
  • [10] Miyasaka Muneo, 2005, Tokai J Exp Clin Med, V30, P217