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
来源
ULTRASOUND IN MEDICINE AND BIOLOGY | 2012年 / 38卷 / 10期
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 50 条
  • [1] STATISTICAL EVALUATION OF BACKSCATTERED ULTRASONIC GRAIN SIGNALS
    SANIIE, J
    WANG, T
    BILGUTAY, NM
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1988, 84 (01): : 400 - 408
  • [2] Effect of Scanning Direction on the Statistical Parameters of Ultrasonic Signals Backscattered from the Annular Pulley and Tendon
    Lin, Yi-Hsun
    Yang, Tai-Hua
    Wang, Shyh-Hau
    Su, Fong-Chin
    2013 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2013, : 409 - 412
  • [3] The combined time-frequency analysis of the acoustic signals backscattered from ultrasonic contrast agents in the evaluation of the blood perfusion
    李彬
    万明习
    王素品
    Journal of Medical Colleges of PLA, 2004, (04) : 222 - 224
  • [4] TIME-FREQUENCY ANALYSIS OF BACKSCATTERED SIGNALS FROM DIFFUSE RADAR TARGETS
    KENNY, OP
    BOASHASH, B
    IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1993, 140 (03) : 198 - 208
  • [5] Frequency-dependent attenuation-compensation functions for ultrasonic signals backscattered from random media
    Oelze, ML
    O'Brien, WD
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2002, 111 (05): : 2308 - 2319
  • [6] Statistical Evaluation of Dermoscopic Features in Basal Cell Carcinomas
    Popadic, Mirjana
    DERMATOLOGIC SURGERY, 2014, 40 (07) : 718 - 724
  • [7] Frequency dependence of backscattered signals from forest components
    Chen, KS
    Fung, AK
    IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 1995, 142 (06) : 301 - 305
  • [8] Statistical analysis of backscattered laser signals from rough targets in the laser altimeter application
    Guo, Guanjun
    Qu, Shiliang
    Jiao, Weiyan
    Chen, Xiangjun
    OPTICA APPLICATA, 2009, 39 (03) : 511 - 519
  • [9] Statistical variations of ultrasound signals backscattered from flowing blood
    Huang, Chih-Chung
    Wang, Shyh-Hau
    ULTRASOUND IN MEDICINE AND BIOLOGY, 2007, 33 (12): : 1943 - 1954
  • [10] Time domain attenuation estimation method from ultrasonic backscattered signals
    Ghoshal, Goutam
    Oelze, Michael L.
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2012, 132 (01): : 533 - 543