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Statistical analysis of shear wave speed in the uterine cervix.

Publication ,  Journal Article
Carlson, LC; Feltovich, H; Palmeri, ML; del Rio, AM; Hall, TJ
Published in: IEEE transactions on ultrasonics, ferroelectrics, and frequency control
October 2014

Although cervical softening is critical in pregnancy, there currently is no objective method for assessing the softness of the cervix. Shear wave speed (SWS) estimation is a noninvasive tool used to measure tissue mechanical properties such as stiffness. The goal of this study was to determine the spatial variability and assess the ability of SWS to classify ripened versus unripened tissue samples. Ex vivo human hysterectomy samples (n = 22) were collected; a subset (n = 13) were ripened. SWS estimates were made at 4 to 5 locations along the length of the canal on both anterior and posterior halves. A linear mixed model was used for a robust multivariate analysis. Receiver operating characteristic (ROC) analysis and the area under the ROC curve (AUC) were calculated to describe the utility of SWS to classify ripened versus unripened tissue samples. Results showed that all variables used in the linear mixed model were significant ( p < 0.05). Estimates at the mid location for the unripened group were 3.45 ± 0.95 m/s (anterior) and 3.56 ± 0.92 m/s (posterior), and 2.11 ± 0.45 m/s (anterior) and 2.68 ± 0.57 m/s (posterior) for the ripened ( p < 0.001). The AUCs were 0.91 and 0.84 for anterior and posterior, respectively, suggesting that SWS estimates may be useful for quantifying cervical softening.

Duke Scholars

Published In

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

DOI

EISSN

1525-8955

ISSN

0885-3010

Publication Date

October 2014

Volume

61

Issue

10

Start / End Page

1651 / 1660

Related Subject Headings

  • Ultrasonography
  • Signal Processing, Computer-Assisted
  • ROC Curve
  • Pregnancy
  • Multivariate Analysis
  • Middle Aged
  • Humans
  • Female
  • Cervix Uteri
  • Cervical Ripening
 

Citation

APA
Chicago
ICMJE
MLA
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Carlson, L. C., Feltovich, H., Palmeri, M. L., del Rio, A. M., & Hall, T. J. (2014). Statistical analysis of shear wave speed in the uterine cervix. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 61(10), 1651–1660. https://doi.org/10.1109/tuffc.2014.006360
Carlson, Lindsey C., Helen Feltovich, Mark L. Palmeri, Alejandro Muñoz del Rio, and Timothy J. Hall. “Statistical analysis of shear wave speed in the uterine cervix.IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 61, no. 10 (October 2014): 1651–60. https://doi.org/10.1109/tuffc.2014.006360.
Carlson LC, Feltovich H, Palmeri ML, del Rio AM, Hall TJ. Statistical analysis of shear wave speed in the uterine cervix. IEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2014 Oct;61(10):1651–60.
Carlson, Lindsey C., et al. “Statistical analysis of shear wave speed in the uterine cervix.IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 61, no. 10, Oct. 2014, pp. 1651–60. Epmc, doi:10.1109/tuffc.2014.006360.
Carlson LC, Feltovich H, Palmeri ML, del Rio AM, Hall TJ. Statistical analysis of shear wave speed in the uterine cervix. IEEE transactions on ultrasonics, ferroelectrics, and frequency control. 2014 Oct;61(10):1651–1660.

Published In

IEEE transactions on ultrasonics, ferroelectrics, and frequency control

DOI

EISSN

1525-8955

ISSN

0885-3010

Publication Date

October 2014

Volume

61

Issue

10

Start / End Page

1651 / 1660

Related Subject Headings

  • Ultrasonography
  • Signal Processing, Computer-Assisted
  • ROC Curve
  • Pregnancy
  • Multivariate Analysis
  • Middle Aged
  • Humans
  • Female
  • Cervix Uteri
  • Cervical Ripening