DocumentCode :
3606319
Title :
Update on breast cancer detection using comb-push ultrasound shear elastography
Author :
Denis, Max ; Bayat, Mahdi ; Mehrmohammadi, Mohammad ; Gregory, Adriana ; Pengfei Song ; Whaley, Dana H. ; Pruthi, Sandhya ; Chen, Shigao ; Fatemi, Mostafa ; Alizad, Azra
Author_Institution :
Dept. of Physiol. & Biomed. Eng., Mayo Clinic Coll. of Med., Rochester, MN, USA
Volume :
62
Issue :
9
fYear :
2015
Firstpage :
1644
Lastpage :
1650
Abstract :
In this work, tissue stiffness estimates are used to differentiate between benign and malignant breast masses in a group of pre-biopsy patients. The rationale is that breast masses are often stiffer than healthy tissue; furthermore, malignant masses are stiffer than benign masses. The comb-push ultrasound shear elastography (CUSE) method is used to noninvasively assess a tissue´s mechanical properties. CUSE utilizes a sequence of simultaneous multiple laterally spaced acoustic radiation force (ARF) excitations and detection to reconstruct the region of interest (ROI) shear wave speed map, from which a tissue stiffness property can be quantified. In this study, the tissue stiffnesses of 73 breast masses were interrogated. The mean shear wave speeds for benign masses (3.42 ± 1.32 m/s) were lower than malignant breast masses (6.04 ± 1.25 m/s). These speed values correspond to higher stiffness in malignant breast masses (114.9 ± 40.6 kPa) than benign masses (39.4 ± 28.1 kPa and p <; 0.001), when tissue elasticity is quantified by Young´s modulus. A Young´s modulus >83 kPa is established as a cut-off value for differentiating between malignant and benign suspicious breast masses, with a receiver operating characteristic curve (ROC) of 89.19% sensitivity, 88.69% specificity, and 0.911 for the area under the curve (AUC).
Keywords :
Young´s modulus; biological organs; biological tissues; biomechanics; biomedical ultrasonics; cancer; elastic waves; sensitivity analysis; ultrasonic imaging; CUSE method; ROC; ROI; Young´s modulus; area under the curve; benign breast masses; breast cancer detection; comb-push ultrasound shear elastography method; malignant breast masses; prebiopsy patients; receiver operating characteristic curve; region of interest; shear wave speed map; simultaneous multiple laterally spaced acoustic ra- diation force excitations; tissue elasticity; tissue stiffness; tissue stiffness property; Acoustics; Breast cancer; Elasticity; Imaging; Ultrasonic imaging;
fLanguage :
English
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-3010
Type :
jour
DOI :
10.1109/TUFFC.2015.007043
Filename :
7272463
Link To Document :
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