19.05.2013 Views

Download PDF - Applied Radiology Online

Download PDF - Applied Radiology Online

Download PDF - Applied Radiology Online

SHOW MORE
SHOW LESS

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

Compression elasticity imaging of<br />

the breast: An overview<br />

Joseph R. Grajo, MD, and Richard G. Barr, MD, PhD<br />

One out of every 8 women will<br />

develop breast cancer during<br />

their lifetime. Currently, the<br />

best method of treating breast cancer involves<br />

early detection. Physicians have<br />

used palpation for many years as a way<br />

to detect lumps or nodules in the female<br />

breast. In fact, regular breast self-examinations<br />

(BSE) and clinical breast examinations<br />

(CBE) have long been used<br />

to detect breast nodules in their earliest<br />

stages of development. Although the<br />

effects of BSE on mortality rates from<br />

breast cancer are debatable, CBE still<br />

exists as a standard screening protocol<br />

for breast cancer in women. As an adjunct<br />

to direct manual palpation, physicians<br />

have utilized ultrasonography to<br />

visualize lesions in breast tissue. Lesion<br />

features are frequently characterized<br />

based on shape, echogenicity, shadowing,<br />

margin irregularity, and microlobulation.<br />

1-3 Ultrasound has been extremely<br />

important because of its ability to help<br />

differentiate cystic breast lesions from<br />

solid lesions. This provides the clinician<br />

with useful insight into the possible benignity<br />

or malignancy of a given lesion.<br />

Dr. Grajo is a Diagnostic <strong>Radiology</strong> Resident<br />

at the University of South Florida,<br />

Tampa, FL, and Dr. Barr is a Radiologist<br />

at Southwoods <strong>Radiology</strong>, <strong>Radiology</strong><br />

Consultants Inc., Youngstown, OH.<br />

18 n APPLIED RADIOLOGY ©<br />

Over the past two decades, various<br />

new methods have been developed to<br />

sonographically evaluate the stiffness<br />

of a lesion. 4-11 These methods offer<br />

the potential to quantify the formerly<br />

qualitative-only measurement of tissue<br />

stiffness; therefore, allowing for<br />

increased differentiation of cystic and<br />

solid breast lesions. With the use of<br />

standard ultrasound equipment and<br />

new “elasticity imaging” (EI) software,<br />

the trained clinician can now noninvasively<br />

differentiate benign and malignant<br />

breast lesions with high sensitivity<br />

and specificity. Although the standard<br />

of care for the diagnosis of breast cancer<br />

still involves biopsy, elastography<br />

has the potential to significantly reduce<br />

the number of biopsies of benign breast<br />

lesions. 12,13 This would help to alleviate<br />

anxiety in many patients and to decrease<br />

the related high healthcare costs<br />

in the United States (U.S.). This article<br />

will review the physics behind the elastographic<br />

technique, the utility of elasticity<br />

imaging in clinical practice, the<br />

implications of EI on patient care, and<br />

possible advances in elastography in the<br />

near future.<br />

Defining the technique<br />

Elasticity imaging, also referred to as<br />

elastography, offers great potential to<br />

characterize cystic and solid breast le-<br />

sions using a combination of standard<br />

ultrasound imaging and innovative<br />

software technology. There are 2 main<br />

categories of elasticity imaging: compression,<br />

or “strain,” elastography, and<br />

shear wave elastography. Strain elastography<br />

is a qualitative method that<br />

measures stiffness based on soft-tissue<br />

distortion caused by minimal manual<br />

compression. Conversely, shear wave<br />

elastography is a quantitative method<br />

that relies on the principles of Young’s<br />

modulus to measure the speed of lowfrequency<br />

shear wave transmission<br />

through soft tissue. In the authors’ lab,<br />

minimal manual compression is utilized,<br />

usually provided by the patient’s<br />

respiratory cycle and cardiac rebound,<br />

to produce strain images. This article<br />

describes this method.<br />

Like conventional B-mode sonographic<br />

imaging, EI differentiates cystic<br />

breast lesions from solid breast lesions.<br />

An artifact that occurs with some manufacturers’<br />

equipment has been reported<br />

to characterize cystic lesions with high<br />

accuracy. The technology can also<br />

further characterize solid lesions that<br />

contain both benign and malignant elements.<br />

In such cases, the clinician can<br />

aspirate or biopsy the various elements<br />

in a lesion with the guidance of the<br />

elasticity software. This allows for obtaining<br />

appropriate breast tissue more<br />

www.appliedradiology.com October 2012


A B<br />

FIGURE 1. Real-time display. In our center, we display both the (A) B-mode image and the (B)<br />

strain image, or elastogram, side-by-side in real time. The strain image demonstrates “soft”<br />

areas as bright and “hard” areas as dark. The lesion is hypoechoic on B-mode but appears<br />

bright on the strain image, indicating that the lesion is “soft.” This lesion was biopsied and<br />

found to be a fat lobule.<br />

accurately and helps to provide the pathologist<br />

with information regarding<br />

the likely composition of the specimen.<br />

Besides characterizing the composition<br />

of breast lesions, EI offers the potential<br />

to differentiate benign lesions<br />

from malignant with high sensitivity and<br />

specificity. The technique is based on the<br />

differing physical properties of benign<br />

and malignant lesions, as described by<br />

clinicians throughout the literature. It has<br />

long been reported that benign lesions<br />

tend to be “softer,” with more mobility<br />

within the breast parenchyma, while malignant<br />

lesions tend to be “harder,” with<br />

a propensity for remaining firmly fixed<br />

within the tissue. 14,15 The theory behind<br />

elastography is that cancerous and noncancerous<br />

lesions will demonstrate differing<br />

amounts of tissue motion relative<br />

to the normal surrounding breast parenchyma<br />

when minimal pressure is applied.<br />

The ability to differentiate soft and<br />

hard lesions allows the clinician to utilize<br />

EI to predict the benignity or malignancy<br />

of breast lesions. This would potentially<br />

lead to a significant decrease in the number<br />

of benign breast biopsies and, therefore,<br />

reduce the overall cost of care.<br />

The physics of elastography<br />

Compression EI is performed with<br />

a standard high-frequency ultrasound<br />

probe. The returning radiofrequency<br />

signals are analyzed in real time with<br />

the standard B-mode algorithm and the<br />

October 2012<br />

COMPRESSION ELASTICITY IMAGING OF THE BREAST<br />

EI algorithm. The EI algorithm analyzes<br />

the stiffness of a lesion compared<br />

to the compressibility of its surrounding<br />

tissue, much like measuring the degree<br />

of stiffness of a marble suspended<br />

within a bowl of gelatin. In this model,<br />

external compression will cause the<br />

gelatin, and not the marble, to change<br />

shape. The computer analyzes this degree<br />

of deformation to determine if the<br />

lesion is soft or hard. Both the standard<br />

B-mode image and the EI image are<br />

displayed in real time. The EI algorithm<br />

is sensitive for a 0.1% strain and<br />

uses temporal persistency strategy to<br />

enhance the descriptive pattern in the<br />

elastogram. Using this technique in the<br />

breast, the elastography contrast for<br />

cancerous and noncancerous lesions<br />

is between 1000% and 5000%, as opposed<br />

to the tissue contrast of 1% to<br />

100% between cancerous and noncancerous<br />

lesions using conventional imaging<br />

techniques, such as ultrasound,<br />

mammography, and magnetic resonance<br />

imaging (MRI). 16 Motion is provided<br />

by patient breathing and cardiac<br />

rebound. If additional compression is<br />

required, slow minimal palpation with<br />

the probe can be applied. In patients<br />

with small breasts, the patient may have<br />

to hold her breath to limit motion. The<br />

sonographer must ensure that the lesion<br />

remains in the image plane during<br />

the compression cycle. It is important to<br />

have the probe and lesion perpendicular<br />

to the scanning table. We record a short<br />

clip that demonstrates both the compression<br />

and release stages. The best<br />

image is selected by cine review for<br />

subsequent measurements.<br />

www.appliedradiology.com APPLIED RADIOLOGY ©<br />

A<br />

B<br />

C<br />

FIGURE 2. Benign fibroadenoma in an<br />

18-year-old woman with a palpable breast<br />

mass. The patient had had no previous<br />

mammograms. (A) B-mode imaging reveals<br />

a hypoechoic lesion with low-level internal<br />

echoes and (B) peripheral color flow. Measurements<br />

of lesion length demonstrated<br />

a smaller dimension on the elastogram.<br />

Based on the B-mode findings, this lesion<br />

was classified as BIRADS 4B; pathology<br />

revealed it to be a benign fibroadenoma.<br />

n 19


COMPRESSION ELASTICITY IMAGING OF THE BREAST<br />

A B<br />

FIGURE 3. Fibroadenoma in a 42-year-old woman with dense breasts. (A) B-mode imaging<br />

revealed a hypoechoic lesion with some low-level internal echoes and no posterior acoustic<br />

enhancement. (B) The lesion appears smaller on real-time compression elasticity imaging.<br />

Based on B-mode, this lesion was characterized as BIRADS 4. This lesion was proven at<br />

biopsy to be a fibroadenoma.<br />

A B<br />

FIGURE 4. Fibrocystic change in a 72-year-old woman with an asymmetric density on mammography.<br />

(A) B-mode imaging demonstrates a mostly hypoechoic lesion with posterior acoustic<br />

enhancement. An additional lobulated hypoechoic area is seen adjacent to this lesion. (B)<br />

On elastography, the lesion appears smaller with a central bright spot surrounded by darker<br />

areas. This lesion was biopsied and was consistent with apocrine metaplasia.<br />

A B<br />

FIGURE 5. Simple cyst. (A) B-mode imaging demonstrates a simple cyst. (B) A manufacturer’s<br />

artifact on the strain image shows a dark lesion with bright spots centrally and posteriorly.<br />

This “bull’s-eye” artifact appears in both simple and complicated cysts.<br />

20 n APPLIED RADIOLOGY ©<br />

While performing an ultrasound on<br />

a patient with a known breast lesion(s),<br />

both the standard B-mode image and<br />

the elastogram are displayed side-byside<br />

(Figure 1). We can then directly<br />

compare the relative stiffness of a lesion<br />

based on its elastic properties in relation<br />

to the surrounding tissue. In our study,<br />

we set the ultrasound machine to display<br />

“soft lesions” as white and “hard<br />

lesions” as black. This gives us immediate<br />

insight into the relative stiffness<br />

of any lesion within the breast parenchyma.<br />

It is important to emphasize that<br />

the elastographic technique provides the<br />

clinician only with the relative stiffness<br />

of breast lesions within the surrounding<br />

tissue. Therefore, lesions will exhibit<br />

varying shades of gray in fatty breast<br />

tissue as opposed to dense breast tissue.<br />

To obtain an appropriate dynamic range<br />

for interpretation, we try to include<br />

fatty tissue, normal dense breast tissue,<br />

and the lesion in the field of view. This<br />

limits our ability to utilize EI in a mass<br />

screening protocol.<br />

By displaying the B-mode sonographic<br />

image and the elastogram sideby-side,<br />

we can also directly compare<br />

the relative dimensions of the lesions<br />

in both image displays. We then predict<br />

the benignity or malignancy of the<br />

breast lesion based on size of the lesion<br />

in the elasticity image compared<br />

to its size in the B-mode display. Either<br />

length or area of the lesion in the greatest<br />

dimension can be utilized to measure<br />

the magnitude of the lesion. If the<br />

lesion appears smaller on the elastogram<br />

based on direct measurement, it<br />

is characterized as benign. If the lesion<br />

measures equally or larger on the elastogram<br />

compared to the B-mode image,<br />

the lesion is deemed to be malignant. In<br />

our initial study, we determined that EI<br />

is able to correctly differentiate benign<br />

and malignant breast lesions with very<br />

high sensitivity and specificity. 17-19<br />

Clinical utility of breast<br />

elasticity imaging<br />

Elasticity imaging offers the potential<br />

to characterize various breast lesions<br />

in great detail and to provide the<br />

www.appliedradiology.com October 2012


A B<br />

FIGURE 6. Recurrent invasive ductal carcinoma (IDC) in a 52-year-old woman with history<br />

of left breast lumpectomy for IDC. The patient presented with a new mass at the edge of her<br />

surgical scar. (A) B-mode imaging demonstrates a mostly hypoechoic lesion with some posterior<br />

acoustic enhancement. (B) Real-time strain imaging shows a uniformly dark lesion, which<br />

appears larger on the elastogram.<br />

A<br />

FIGURE 7. Invasive ductal carcinoma in a 50-year-old woman. (A) On B-mode imaging, the<br />

lesion appeared suspicious and was classified as BIRADS 5, requiring biopsy. (B) The lesion<br />

appeared noticeably larger on elastography, even with the naked eye.<br />

A<br />

FIGURE 8. Lobular carcinoma in situ. Sonography was performed on this 74-year-old woman<br />

with a palpable lump in the left breast. (A) B-mode imaging shows a hypoechoic mass with<br />

ill-defined borders. (B) Compression elastography demonstrates a mostly dark structure that<br />

appears larger on the strain image relative to the B-mode image. This suspicious lesion was<br />

biopsied and found to be a lobular carcinoma in situ (LCIS).<br />

October 2012<br />

B<br />

B<br />

COMPRESSION ELASTICITY IMAGING OF THE BREAST<br />

sonographer with an extremely helpful<br />

adjunct to the standard ultrasound examination.<br />

The elastographic technique<br />

is entirely noninvasive and adds only a<br />

few minutes to the conventional sonographic<br />

exam. It augments the value of<br />

the sonogram and allows for immediate<br />

interpretation of results. In addition,<br />

elastography provides the clinician with<br />

detailed characterization of the cystic or<br />

solid breast lesion that may not be readily<br />

appreciated on B-mode imaging.<br />

For example, lesions that appear to be<br />

solid on B-mode imaging may actually<br />

be complicated cysts when imaged with<br />

elastographic software. In the authors’<br />

clinical study, 4% of all lesions that appeared<br />

solid on B-mode were actually<br />

complicated cysts when viewed as a<br />

strain image. 20 These lesions can be easily<br />

aspirated, negating the need for subsequent<br />

biopsy.<br />

The clinician can rapidly predict the<br />

benignity or malignancy of breast lesions<br />

with EI software and standard B-mode<br />

imaging techniques. In the authors’ clinical<br />

study, the size of the breast lesion on<br />

the B-mode and the elasticity image was<br />

directly compared. The lesion was determined<br />

as likely to be benign or malignant<br />

based on the ratio of the lesion’s size on<br />

the strain image compared to its size on Bmode<br />

image. If the ratio is


COMPRESSION ELASTICITY IMAGING OF THE BREAST<br />

on a large-scale, multicenter basis, it is<br />

hoped, then the initial determination<br />

of a breast lesion’s nature can lead to a<br />

decrease in the number of benign breast<br />

biopsies.<br />

Appearance of benign lesions<br />

In our experience with EI, benign<br />

lesions appear smaller on strain images<br />

compared to the corresponding<br />

B-mode image (Figures 2 and 3). This<br />

is based on the relative elasticity of a<br />

breast lesion within its surrounding<br />

parenchyma. If a lesion demonstrates<br />

stiffness similar to normal dense breast<br />

tissue, it is more likely to be benign<br />

(Figure 4). In our lab, we also display<br />

soft structures as white, which further<br />

demarcates areas of increased elasticity.<br />

Of particular interest is the easy identification<br />

of both simple and complicated<br />

cysts with compression elastography.<br />

We have shown that cystic lesions demonstrate<br />

a “bull’s-eye” artifact, featuring<br />

a dark structure with both central<br />

and posterior bright foci (Figure 5). 21<br />

The identification of lesions as benign<br />

cystic lesions on elastography can lead<br />

to direct aspiration of symptomatic lesions<br />

and avoidance of biopsy for complicated<br />

cysts, which may otherwise<br />

appear suspicious on standard B-mode<br />

imaging. In lesions with both cystic and<br />

solid components, elasticity can help<br />

guide biopsy to obtain the most useful<br />

specimen.<br />

Appearance of malignant lesions<br />

Due to their increased stiffness, malignant<br />

lesions appear the same or larger<br />

on the elastogram when compared to<br />

the B-mode image. In our center, these<br />

malignant lesions appear dark on the<br />

strain images and may demonstrate<br />

adjacent areas of tissue invasion that<br />

would not be appreciated on B-mode.<br />

In the authors’ experience, we can predict<br />

malignancy based on the real-time<br />

elastogram with high confidence. Furthermore,<br />

a recent retrospective review<br />

has shown the potential to determine<br />

the aggressiveness of malignant lesions<br />

and predict the grade of these<br />

tumors via EI. Limited data analysis<br />

22 n APPLIED RADIOLOGY ©<br />

has demonstrated that more aggressive<br />

malignancies, such as invasive ductal<br />

carcinomas (Figures 6 and 7) and invasive<br />

lobular carcinomas (Figure 8),<br />

will exhibit higher elasticity/B-mode<br />

(E/B) ratios compared to mucinous<br />

carcinomas or ductal carcinoma in situ<br />

(DCIS), for example. Moreover, initial<br />

results demonstrate that higher grades<br />

of IDC correlate with higher E/B ratios<br />

in a statistically significant fashion. 22<br />

This observation could have important<br />

implications for the radiologist’s ability<br />

to characterize breast lesions, such as in<br />

classification according to the BIRADS<br />

system. With the use of elastography,<br />

one may be able to downgrade or upgrade<br />

BIRADS 3 and 4A lesions. Further<br />

validation and standardization of<br />

this technique is required.<br />

Conclusion<br />

Elasticity imaging has demonstrated<br />

the ability to differentiate benign and<br />

malignant breast lesions with high<br />

sensitivity and specificity. Numerous<br />

imagers have utilized various forms of<br />

the elastographic technique, including<br />

color elastography, strain ratio measurements,<br />

and, most recently, shear<br />

wave technology, to characterize an<br />

array of breast lesions. In our practice,<br />

the authors have produced very favorable<br />

results with compression elasticity<br />

images utilizing simple cardiac and<br />

respiratory cycles to provide the appropriate<br />

degree of compression for the<br />

production of strain images. The appropriate<br />

degree of compression is, in fact,<br />

a critical aspect of reproducing these<br />

favorable results. Applying excessive<br />

manual compression to breast tissue<br />

will compact the parenchyma and make<br />

fat appear harder, skewing the interpretation<br />

of the strain image. The concept<br />

of applying only minimal compression,<br />

termed “pre-compression,” is of vital<br />

importance in obtaining accurate and<br />

reproducible strain images.<br />

EI can be particularly helpful when<br />

working up complicated breast lesions.<br />

Some lesions may contain both benign<br />

and malignant-appearing components,<br />

making it difficult to decide where to<br />

biopsy within the lesion. Because of the<br />

distinction between “soft” and “hard”<br />

lesions provided by elastography, the<br />

clinician can direct the biopsy needle to<br />

the more suspicious components within<br />

a particular breast lesion. The hard component<br />

of the lesion can be biopsied,<br />

while the soft component can be aspirated<br />

with FNA. This will subsequently<br />

lead to direct needle placement and increased<br />

biopsy accuracy. It will also<br />

enhance pathologic diagnosis, as the radiologist<br />

can provide the pathology lab<br />

with more detailed information along<br />

with the specimen itself.<br />

Over the last several years, we have<br />

conducted both single-center and multicenter<br />

trials to demonstrate the effectiveness<br />

of compression elasticity<br />

imaging in differentiating benign and<br />

malignant breast lesions. With strain<br />

elastography, it is often difficult to interpret<br />

the elastogram in cases where a<br />

benign lesion (eg, fibroadenoma, fibrocystic<br />

change) lies within a background<br />

of dense breast tissue. The elastographic<br />

properties are similar and it is<br />

difficult to determine the boundaries of<br />

the lesion. Shear wave imaging will be<br />

helpful in these cases. We believe that<br />

strain elastography can have several implications<br />

for the future of breast imaging.<br />

These include a decrease in number<br />

of benign biopsies, a reduction in the<br />

costs of lesion work-up, incorporation<br />

into the BIRADS classification system,<br />

and possibly the prediction of breast<br />

cancer grade. Additionally, the elastographic<br />

technique can help direct needle<br />

biopsy and provide useful diagnostic information<br />

to the pathologist. As such,<br />

EI may prove to be an important adjunct<br />

to standard B-mode sonography in the<br />

evaluation of a breast lesion.<br />

references<br />

1. Stavros AT, Thickman D, Rapp CL, et al. Solid<br />

breast nodules: Use of sonography to distinguish<br />

between benign and malignant lesions. <strong>Radiology</strong>.<br />

1995;196:123-134.<br />

2. Velez N, Earnest DE, Staren ED. Diagnostic<br />

and interventional ultrasound for breast disease.<br />

Am J Surg. 2000;180:284-287.<br />

3. Dennis MA, Parker SH, Klaus AJ, et al. Breast<br />

biopsy avoidance: The value of normal mammograms<br />

and normal sonograms in the setting of a<br />

palpable lump. <strong>Radiology</strong>. 2001;219:186-191.<br />

www.appliedradiology.com October 2012


4. Chaturvedi P, Insana MF, Hall TJ. Ultrasonic<br />

and elasticity imaging to model disease-induced<br />

changes in soft-tissue structure. Med Image Anal.<br />

1998;2:325-338.<br />

5. Garra BS, Cespedes EI, Ophir J, et al. Elastography<br />

of breast lesions: Initial clinical results. <strong>Radiology</strong>.<br />

1997;202:79-86.<br />

6. Ophir J, Cespedes I, Ponnekanti H, et al. Elastography:<br />

A quantitative method for imaging the<br />

elasticity of biological tissues. Ultrason Imaging.<br />

1991;13:111-134.<br />

7. Lubinski MA, Emelianov Y, O’Donnell M. Adaptive<br />

strain estimation using retrospective processing.<br />

IEEE Trans Ultrason Ferroelect Freq Control.<br />

1999;46:97-107.<br />

8. Skovoroda AR, Emelianov Y, O’Donnell M. Tissue<br />

elasticity reconstruction based on ultrasonic<br />

displacement and strain images. IEEE Trans Ultrason<br />

Ferroelect Freq Control. 1995;42:747-765.<br />

9. Parker KJ, Fu D, Graceswki SM, et al. Vibration<br />

sonoelastography and the detectability of lesions.<br />

Ultrasound Med Biol. 1998;24:1437-1447.<br />

10. Taylor LS, Porter BC, Rubens DJ, Parker KJ.<br />

Three-dimensional sonoelastography: Principles<br />

and practices. Phys Med Biol. 2000;45:1477-1494.<br />

October 2012<br />

COMPRESSION ELASTICITY IMAGING OF THE BREAST<br />

11. Hall TJ, Zhu Y, Spalding CS, Cook LT. In vivo<br />

results of real-time freehand elasticity imaging. In:<br />

Ultrasonics Symposium. 2001;1653-1657.<br />

12. Liberman L, Feng TL, Dershaw DD, et al. USguided<br />

core breast biopsy: Use and cost-effectiveness.<br />

<strong>Radiology</strong>. 1998;208:717-723.<br />

13. Svensson WE et al. Elasticity imaging of 67<br />

cancers and 167 benign breast lesions shows that<br />

it could halve biopsy rates of benign lesions. Proceedings<br />

of the 4th International Conference on<br />

the Measurement and Imaging of Tissue Elasticity.<br />

2005:87.<br />

14. Emerson K. Diseases of the Breast. In: Wintrobe<br />

MM, Harrison TR, eds. Harrison’s Principles<br />

of Internal Medicine. Harrison’s Principles of Internal<br />

Medicine, 7th ed. New York: McGraw-Hill;<br />

1974:582-587.<br />

15. Pruthi S. Detection and evaluation of a palpable<br />

breast mass. Mayo Clin Proc. 2001;76:641-647.<br />

16. Krouskop TA, Wheeler TM, Kallel F, et al.<br />

Elastic moduli of breast and prostate tissue<br />

under compression. Ultrason Imaging. 1998;20:<br />

260-274.<br />

17. Barr RG. Initial results of real-time elasticity<br />

of the breast. Proceedings of the Radiological<br />

Society of North America, 92nd Scientific Assembly<br />

and Annual Meeting. 2006.<br />

18. Barr RG, Grajo JR. Initial results of real-time<br />

elasticity imaging in the evaluation of breast<br />

lesions. Proceedings of the Sixth International<br />

Conference on the Ultrasonic Measurement and<br />

Imaging of Tissue Elasticity. 2007.<br />

19. Grajo JR, Barr RG. Elasticity imaging of the<br />

breast: A clinical perspective. Proceedings of the<br />

Radiological Society of North America, 93rd Scientific<br />

Assembly and Annual Meeting. 2007.<br />

20. Barr RG, Lackey AE. The utility of the “bull’seye”<br />

artifact on breast elasticity imaging in reducing<br />

breast lesion biopsy rate. Ultrasound Quarterly<br />

2011;27:151-155.<br />

21. Barr RG, Grajo JR. Sensitivity and specificity of<br />

the “bull’s-eye” artifact on breast elasticity imaging<br />

to characterize cysts. Proceedings of the Radiological<br />

Society of North America, 94th Scientific<br />

Assembly and Annual Meeting. 2008.<br />

22. Grajo JR, Peterson CM, Barr RG. Does the<br />

EI/B-mode length ratio predict breast cancer tumor<br />

grade? Proceedings of the Ninth International<br />

Conference on the Ultrasonic Measurement and<br />

Imaging of Tissue Elasticity. 2010.<br />

WHERE RADIOLOGY PROFESSIONALS<br />

AND EMPLOYERS CONNECT<br />

CONNECT TODAY AT:<br />

RSNA.org/career<br />

• Access our growing resume database<br />

• Get added exposure through linked sites<br />

• Receive applicant e-mail notifications<br />

Great<br />

Low Rates!<br />

$225<br />

$325<br />

CAR142_CareerConnect-_8.125x5.4375_cmyk.indd 1 12-09-04 12:52 PM<br />

30-Day<br />

Posting<br />

60-Day<br />

Posting<br />

www.appliedradiology.com APPLIED RADIOLOGY ©<br />

n 23

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!