Literature DB >> 31363320

SONOELASTOGRAPHIC FEATURES OF HIGH-RISK BREAST LESIONS AND DUCTAL CARCINOMA IN SITU - A PILOT STUDY.

Maja Crnogorac1, Gordana Ivanac1, Čedna Tomasović-Lončarić1, Rado Žic1, Tomislav Kelava1, Boris Brkljačić1.   

Abstract

The aim of this study was to evaluate the quantitative sonoelastographic values recorded on shear-wave sonoelastography (SWE) of high-risk breast lesions and ductal carcinoma in situ (DCIS). We retrospectively analyzed histopathologic and SWE data (quantitative maximum, minimum and mean stiffness, lesion-to-fat ratio (E-ratio), lesion size) of 228 women referred to our Department for core needle breast biopsy during a four-year period. Among 230 lesions, histopathologic findings showed 34 high-risk breast lesions and 29 DCIS, which were compared with 167 ductal invasive carcinomas. High-risk lesions had lower values of all sonoelastographic features than ductal in situ and invasive carcinoma, however, only E-ratio showed a statistically significant difference in comparison to DCIS (3.7 vs. 6, p<0.001). All sonoelastographic features showed significant difference between in situ and invasive carcinoma. There was a significant correlation between lesion size and stiffness (r=0.36; p<0.001). Stiffness measured by SWE is an effective predictor of the histopathologic severity of sonographically detectable breast lesions. Elasticity values of high-risk lesions are significantly lower than those of malignant lesions. Furthermore, we showed that along with the sonographic appearance, which in most cases shows typical microcalcifications, DCIS had significantly different elasticity parameters than invasive carcinoma.

Entities:  

Keywords:  Breast neoplasms – classification; Breast neoplasms – diagnostic imaging; Carcinoma, intraductal; Elastic modulus; Elasticity imaging techniques; Sensitivity and specificity; Shear-wave elastography (SWE); Ultrasonography, mammary

Mesh:

Year:  2019        PMID: 31363320      PMCID: PMC6629205          DOI: 10.20471/acc.2019.58.01.02

Source DB:  PubMed          Journal:  Acta Clin Croat        ISSN: 0353-9466            Impact factor:   0.932


Introduction

Breast cancer is the most common cancer and the leading cause of cancer related death in women worldwide, and in 2013, the incidence of breast cancer in Croatia was 26%, with 2557 newly diagnosed cases and 994 reported deaths related to breast cancer (). Conventional gray-scale ultrasonography (US) has high diagnostic sensitivity, ranging from 83% to 98%, but lower specificity ranging from 34% to 70% (, ). There are difficulties in distinguishing benign and malignant lesions, as their US features can overlap, examination can be difficult in large breasts, small lesions are easily missed, and examiner’s experience plays a significant role. Sonoelastography is a relatively novel method that appears to be a useful tool in benign/malignant differentiation of solid breast masses identified on conventional US (-). The latest meta-analysis of 33 studies showed a high diagnostic accuracy of shear-wave sonoelastography (SWE), with a sensitivity of 0.886 and specificity of 0.866 in benign/malignant differentiation (). Furthermore, when combined with conventional B-mode US, the sensitivity and specificity of 0.971 and 0.801 have been reported (). Sonoelastography could aid in reducing unnecessary breast biopsies (), which remain the gold standard in diagnosing suspicious breast lesions. Most of the lesions that occur in the breast are benign. With the use of various imaging methods and fine needle aspiration (FNA), the diagnosis of benign breast disease can be accomplished without surgery in the vast majority of patients (, ). Fibrocystic changes represent the most frequent benign disorder of the breast, and can be classified as nonproliferative lesions, proliferative lesions without atypia, and proliferative lesions with atypia (, ). Nonproliferative lesions encompass 70% of this group of lesions, and carry no risk of breast cancer development. Proliferative lesions without atypia include ductal hyperplasia of the usual type, sclerosing adenosis, radial scar, and intraductal papilloma. Proliferative lesions with atypia include flat atypia, atypical ductal hyperplasia (ADH) and lobular neoplasia (atypical lobular hyperplasia (ALH), lobular carcinoma in situ) (). Compared with the general population, women with proliferative lesions without and with atypia have a greater risk of subsequent breast cancer, ranging from 1.3-1.9 and 3.9-13, respectively, and are considered as ‘high-risk’ lesions (, -). Hartmann et al. () found a significant interaction between patient age at the diagnosis of benign breast disease and histologic appearance. The risk of breast cancer was 6.99 times the expected risk if atypia was diagnosed before the age of 45, but 3.37 times the expected risk if it was diagnosed after the age of 55. Page and Dupont () found 4-5 times increased risk of breast cancer in women with ADH or ALH compared to the general population. However, this risk is nearly doubled if the patient has a first-degree relative with breast cancer. The risk associated with benign breast disease is becoming even more important since the increasing use of both mammography and US has increased the frequency of breast biopsies, with the majority of benign findings. The management of these patients includes imaging follow-up or surgical excision, which is advocated in cases of proliferative lesions with atypia and other high-risk lesions. The widespread use of mammography in breast screening has also led to increased detection of ductal carcinoma in situ (DCIS), due to the frequent presence of microcalcifications within the lesions. DCIS now accounts for 15%-20% of detected cancers (). It is defined as an intraductal proliferation of malignant epithelial cells with no evidence for invasion of the basement membrane (). Lesions are primarily classified based on their cytonuclear differentiation as poorly, intermediately and well differentiated; in addition, based on architectural differentiation, they can be categorized as solid and non-solid (). DCIS is a nonobligatory precursor of invasive breast cancer, and it is estimated that up to 40% will progress if untreated (). Most cases of DCIS are diagnosed on mammography, and US is not traditionally used as a primary diagnostic modality for DCIS because it is less sensitive for identifying microcalcifications. Percutaneous ultrasound guided core needle biopsy (CNB) is an accurate, safe, quick and effective tool for histologic diagnosis of breast lesions (). It has a high sensitivity of 96%, and a false-negative rate of 2.4% for malignant lesions (). It can reduce the cost of diagnosis of indeterminate or suspicious lesions, causes minimal or no scarring, and is generally more acceptable for patients than surgical excision. A limited sample obtained from CNB (mostly 3-5 specimens per biopsy) may result in ‘histologic underestimation’, as 20%-56% of ADH lesions diagnosed at CNB contain foci of cancer at subsequent surgery excision, and among lesions previously diagnosed as DCIS, 16%-35% contain invasive carcinoma (). There are many published studies about SWE differences among specific types of invasive ductal carcinoma and between ductal and lobular carcinoma (-, -), but very few articles describe the quantitative sonoelastographic features of high-risk lesions and DCIS (, , ). The purpose of this study was to examine the SWE features of high-risk breast lesions and DCIS in a relatively small group of patients.

Patients and Methods

The institutional Review Board approval was obtained for this retrospective study. Analysis was performed of our breast biopsy database for patients referred for core biopsy during a four-year period, in which SWE examination had been performed along with US during diagnostic workup. B-mode features, SWE data, pathologic and surgical records of these patients were reviewed. Among the lesions that underwent core biopsy, any atypical, suspicious or malignant result prompted surgical excision, as decided on multidisciplinary team meetings. Patients with high-risk lesions and DCIS, as confirmed with histopathology findings, were included in the study. DCIS group consisted of 29 patients with pure in situ lesions, without microinvasive component on histopathology. If the microinvasive component was noted, lesions were considered invasive cancers. Regarding the high-risk group, 34 patients had this type of lesions. For comparison, we included data on 167 patients diagnosed with invasive ductal carcinoma found during the same period. Relevant clinical information was obtained from patient clinical and breast imaging reports on the lesions that met the inclusion criteria. Information included patient age, personal history of breast cancer, information on previous breast surgery, lesion size, Breast Imaging-Reporting and Data System (BI-RADS) description and assessment. All patients underwent SWE examination on the same Aixplorer (Supersonic Imagine, Aix en Provence, France) US scanner equipped with linear high-frequency transducer (4-15 MHz). Gray scale and sonoelastographic examinations were performed during the regular diagnostic process, by a single radiologist with 25-year experience in breast imaging and breast US (the last author). The images obtained were stored at the scanner hard drive. The protocol for SWE data acquisition was standardized, with optimal setting of focus of the lesion, without manual compression on the probe. Lesion stiffness was measured by using the built-in quantification region of interest (ROI; Q-box), with ROI set at 2x2 mm in all measurements. ROI was always placed over the stiffest part of the lesion or its edge, with the most intense red color, usually at the lesion margin, which correlates with lesion stiffness in kilopascals (kPa). Also, a second ROI of the same size was employed in calculating the lesion-to-fat ratio (E-ratio), used to compare the lesion stiffness with that of breast fatty tissue. All measurements were made in the same preset (breast preset on the scanner, penetration mode), with the highest stiffness set at ≥180 kPa. Elastography values displayed in the data box next to the image were obtained and recorded as mean (Emean), maximum (Emax), minimum (Emin) stiffness, and the above mentioned E-ratio. The highest measured values were recorded for a single patient. After SWE, 14G core biopsy was performed, regardless of the results of the SWE studies. The criteria for indicating a biopsy were based on the mammography, gray-scale US and/or magnetic resonance imaging (MRI) findings, or previous suspicious FNA findings. Biopsies were performed using the same US scanner for guidance, by the same radiologist. Clinical parameters and elastographic features were expressed as mean ± standard deviation or median with interquartile range (IQR), depending on data distribution. Differences between the groups were tested using Kruskal-Wallis test followed by Mann-Whitney or ANOVA test followed by Student-Newman-Keuls for post hoc comparisons, as indicated for particular variable. The receiver operating characteristic (ROC) curve analysis was performed. The area under curve (AUC) with its 95% confidence intervals (95% CI) was used to determine the efficacy of elasticity parameters to discriminate between these groups. Diagnostic efficacy for elasticity parameters was assessed through sensitivity and specificity. Statistical analysis was performed using the MedCalc software package (Mariakerke, Belgium). For all calculations, the 〈 level was set at 0.05.

Results

Thirty-four patients comprised the high-risk lesion group, median age 56 (range 37-76) years. Patients with DCIS (n=29) were slightly older, median age 59 (range 28-86), as were patients with invasive carcinoma (n=167, median age 59, range 31-90), however, the groups did not differ significantly according to age (Table 1).
Table 1

General and sonoelastographic characteristics of high-risk lesions, ductal carcinoma in situ and ductal invasive carcinoma on shear-wave elastography

HRLDCISIDC
Number of tumors3429167
Agea (years)56 (37-76)59 (28-86)59 (31-90)
Sizeb (mm)15.1±7.118.6±11.117.2±9.7
Emaxb (kPa)124.8±61.3143.7±49.9192.1±59.5*#
Emeanb (kPa)108.1±52.5125.8±42.9164.8±49*#
Eminb (kPa)86.4±45.197.2±35.7127.4±42.2*#
E-ratioa3.7 (2.6-5)#†6 (4.6-7.8)*7 (5.5-10)*#

aValue is presented as median with range; Kruskal-Wallis test followed by Mann-Whitney-U test was used; bvalue is presented as mean ± standard deviation; for statistical evaluation, ANOVA followed by Student-Newman-Keuls test post-hoc comparisons tests were used; *p<0.05 in comparison with HRL; #p<0.05 in comparison with DCIS; †p<0.05 in comparison with IDC; HRL = high risk lesions; DCIS = ductal carcinoma in situ; IDC = invasive ductal carcinoma; Emax = maximum stiffness; Emean = mean stiffness; Emin = minimum stiffness; E-ratio = lesion-to-fat ratio

aValue is presented as median with range; Kruskal-Wallis test followed by Mann-Whitney-U test was used; bvalue is presented as mean ± standard deviation; for statistical evaluation, ANOVA followed by Student-Newman-Keuls test post-hoc comparisons tests were used; *p<0.05 in comparison with HRL; #p<0.05 in comparison with DCIS; †p<0.05 in comparison with IDC; HRL = high risk lesions; DCIS = ductal carcinoma in situ; IDC = invasive ductal carcinoma; Emax = maximum stiffness; Emean = mean stiffness; Emin = minimum stiffness; E-ratio = lesion-to-fat ratio The median size of all evaluated lesions was 15 mm (mean 17.2 mm; SD 9.6 mm; range 4-54 mm), with no significant difference between the lesion groups (Table 1). There was a significant correlation between lesion size and stiffness (r=0.36; p<0.001) (Fig. 1). The subgroup analysis of the high-risk lesion group showed ductal proliferative changes with atypia (ADH) to be the most frequent finding (n=20), with the mean size of 14.6 mm. Lobular neoplasia was observed in five patients (2 lobular carcinomas in situ and 3 atypical lobular hyperplasia lesions), and it comprised the largest lesion in the group, with the mean size of 18.7 mm. Papillomas were found in five patients, mean size 14.7 mm, while radial scar was observed in four patients with the mean size of 15 mm. The DCIS group that included pure in situ lesions had a mean size of 18.5 mm, which was not a significant difference in lesion size compared to other groups. The mean size of included invasive ductal carcinomas was 17.2 mm.
Fig. 1

Correlation of maximum lesion diameter (mm) and maximum lesion stiffness (kPa). HRL = high risk lesions; DCIS = ductal carcinoma in situ; IDC = invasive ductal carcinoma; Emax = maximum stiffness

Correlation of maximum lesion diameter (mm) and maximum lesion stiffness (kPa). HRL = high risk lesions; DCIS = ductal carcinoma in situ; IDC = invasive ductal carcinoma; Emax = maximum stiffness Quantitative values of maximal, mean and minimal elasticity, and E-ratio of high-risk group, DCIS group and invasive cancers are presented in Table 1. Sonoelastographic features were compared between the high-risk and DCIS groups. They were also compared with features of invasive ductal cancers diagnosed in the same period. The high-risk group and DCIS group had significantly lower values of all sonoelastographic features as compared with patients with invasive cancer (p<0.001) (Table 1). When comparing in situ and high-risk lesions, all sonoelastographic parameters were higher in DCIS, however, only E-ratio (6 vs. 3.7) showed a statistically significant difference (p<0.001) (Table 1, Fig. 2).
Fig. 2

Discriminatory ability of maximum, mean and minimum lesion stiffness and lesion-to-fat stiffness ratio between high-risk breast lesions and ductal carcinoma in situ, according to receiver operating characteristic (ROC) curves. Diagnostic efficacy for those values was assessed using the sensitivity and specificity at the specified cut-off point. ROC curve analysis, p values = 0.05 were considered statistically significant. Emax = maximum stiffness; Emean = mean stiffness; Emin = minimum stiffness; E-ratio = lesion-to-fat ratio

Discriminatory ability of maximum, mean and minimum lesion stiffness and lesion-to-fat stiffness ratio between high-risk breast lesions and ductal carcinoma in situ, according to receiver operating characteristic (ROC) curves. Diagnostic efficacy for those values was assessed using the sensitivity and specificity at the specified cut-off point. ROC curve analysis, p values = 0.05 were considered statistically significant. Emax = maximum stiffness; Emean = mean stiffness; Emin = minimum stiffness; E-ratio = lesion-to-fat ratio The ability of elasticity values to discriminate between the investigated groups was analyzed using ROC curves. In situ and invasive carcinoma could be distinguished by all investigated elasticity parameters, as follows: Emax (AUC 0.736, 95% CI 0.668-0.796, p<0.0001), Emean (AUC 0.722, 95% CI 0.654-0.784, p<0.0001), Emin (AUC 0.709, 95% CI 0.640-0.771, p<0.0001), and E-ratio (AUC 0.631, 95% CI 0.559-0.699, p<0.05). High-risk lesions could be distinguished from in situ lesions by E-ratio (AUC 0.759, 95% CI 0.635-0.858, p=0.0001). Discriminatory ability of elasticity parameters between high-risk and in situ lesions and in situ vs. invasive carcinomas using the sensitivity and specificity at the specified cut-off point according to ROC curves is presented in Figures 2 and 3.
Fig. 3

Discriminatory ability of maximum, mean and minimum lesion stiffness and lesion-to-fat stiffness ratio between ductal carcinoma in situ and ductal invasive carcinoma, according to receiver operating characteristic (ROC) curves. Diagnostic efficacy for those values was assessed using the sensitivity and specificity at the specified cut-off point. ROC curve analysis, p values = 0.05 were considered statistically significant. Emax = maximum stiffness; Emean = mean stiffness; Emin = minimum stiffness; E-ratio = lesion-to-fat ratio

Discriminatory ability of maximum, mean and minimum lesion stiffness and lesion-to-fat stiffness ratio between ductal carcinoma in situ and ductal invasive carcinoma, according to receiver operating characteristic (ROC) curves. Diagnostic efficacy for those values was assessed using the sensitivity and specificity at the specified cut-off point. ROC curve analysis, p values = 0.05 were considered statistically significant. Emax = maximum stiffness; Emean = mean stiffness; Emin = minimum stiffness; E-ratio = lesion-to-fat ratio Within the high-risk group, stiffness of lesions varied among different subgroups. Radial scar lesions were the stiffest in the group (Emax 193.2±70.9 kPa). ADH had mean Emax 120±60.6 kPa, papillomas had Emax 111.5±45.6 kPa, while lobular neoplasia were the softest lesions, with mean Emax 102.8±45.9 kPa. A small number of patients within each subgroup made the analysis of differences in elasticity features unreliable. Regarding the gray-scale findings of DCIS lesions included in our study, 16 lesions presented as a heterogeneous area, mostly isoechoic to breast parenchyma, 12 of them with hyperechoic dots representing internal microcalcifications, and 3 with duct dilatation. Another 13 DCIS lesions presented as hypoechoic areas, with internal calcifications in 5 lesions. There was no difference in lesion stiffness according to sonographic findings, however, lesions with visible microcalcifications were slightly stiffer, and only two of 16 had Emax values under 100 kPa.

Discussion

This pilot study conducted in a relatively small group of patients presented sonoelastographic features of high-risk lesions, a very important group of breast lesions that carry a significantly increased risk of breast cancer development. Sonoelastographic features of DCIS were also presented. The study confirmed SWE to be a valuable adjunctive tool for differentiation of benign and malignant breast lesions, as demonstrated in several studies so far (-, ), and that it could also be used to differentiate ductal in situ from invasive breast carcinoma. A few previous studies have described diagnostic performance of elasticity parameters, with various results regarding their discriminatory value, where some (, , ) have described the E-ratio as most valuable in benign/malignant differentiation. In our study, the E-ratio proved to be the best, i.e. the only discriminatory sonoelastographic feature between high-risk lesions and DCIS, which might have clinical importance. Several studies have reported the correlation between lesion size and stiffness (, , ), which was confirmed by our finding of a significant correlation between overall lesion size and stiffness (Fig. 1). In their study of more than 1500 breast lesions, Berg et al. () also report that high-risk lesions are stiffer than usual benign lesions (median Emax 71 kPa vs. 45 kPa), and softer than DCIS and malignant carcinomas, which is concordant with our results. The median Emax of 12 DCIS lesions in the first large study by Berg et al. () was 133 kPa (IQR 72-180), whereas in the other, previously cited study () maximum stiffness of 23 DCIS lesions was 126 kPa (71-180). These results are slightly lower than ours (143.7 kPa), which might be explained by the use of a prototype machine in the study by Berg et al., where the maximum display of 180 kPa was used. Presumably for the same reason, the maximum stiffness of ductal invasive carcinomas was slightly higher in our study (192.1 kPa) compared to 180 kPa in their study (Fig 4).
Fig. 4

Ductal in situ carcinoma – sonoelastographic and gray-scale ultrasound image.

Ductal in situ carcinoma – sonoelastographic and gray-scale ultrasound image. The mean stiffness of DCIS (7 lesions) is reported to be 117.8±54.72 kPa (), which is quite similar to our value of 125.8±42.9 kPa. Another study showed that DCIS lesions were softer than invasive malignant lesions (), however, without precise quantitative values. DCIS lesions tend to show benign sonoelastographic characteristics, i.e. false-negative sonoelastographic results, and with the cut-off value of 50 kPa set for Emean 4/9 lesions could be considered soft. With a threshold maximum stiffness of 80 kPa (), 6/29 lesions (20.7%) in our DCIS group would be misclassified. With the same cut-off value, the false-negative rate for malignancy in the group of invasive carcinoma would be 5.4%, which is in line with previous studies (-). In a recent study, Lee et al. () have presented interesting and detailed US findings of 126 DCIS lesions, with positive findings in 86.5% of lesions, including 19 mammography negative cases. Non-mass lesions with microcalcifications on mammography presented mainly as heterogeneous hyper- or isoechoic parenchyma with visible hyperechoic dots, without posterior acoustic features, while mass lesions had oval shape, parallel orientation and were mildly hypoechoic. DCIS lesions without microcalcifications presented as a round or oval mass, with microlobulated margin and parallel orientation, also heterogeneous and hypoechoic. Our gray-scale US findings are consistent with the above mentioned study, showing that DCIS mainly presents as a heterogeneous area, primarily hyper- or isoechoic, with detectable microcalcifications, seen as hyperechoic dots within the lesion in the majority of cases. The most frequent lesion in our high-risk group was ADH. Compared to a previous study (), maximum stiffness values were somewhat higher in our study (120 kPa vs. 83 kPa), but again lesions in our group were larger and higher in numbers (20 vs. 4 ADH lesions). Papillary breast lesions are uncommon, and malignant forms comprise less than 2% of all breast cancers (, ). Previous studies suggest that size is a significant indicator of malignancy, and papillary lesions larger than 1 cm are more likely to be malignant (, ). Papillomas in our study group had the mean size of 14.7 mm and were found in older patients (age 59). Maximum stiffness was rather high, with mean Emax 111.5±45.6 kPa. The previously reported maximum stiffness of papillomas was 100 kPa, 87.7 kPa and 60.6 kPa (, , ). Another lesion included in the high-risk group is radial scar, which is considered as a benign proliferative lesion, but can be associated with atypia and/or malignancy on histology, and was found to increase the relative risk of breast cancer 1.33 to 2 times (, ). They are characterized as a central fibroelastic core with radially arranged ducts and lobules (). Radial scars are especially interesting as they are also very similar to invasive cancer on mammography. We had four radial scars in our study group, with the mean size of 15 mm and very high stiffness (mean Emax 193.2±70.9 kPa). Berg et al. () report somewhat lower values (Emax 105 kPa), but two radial scar lesions included in their study were much smaller (median diameter 5 mm), so this could explain the discrepancy. Maximum stiffness values of lobular carcinoma in situ (LCIS) have been reported to be 88.65 kPa and 41.1 kPa (, ). Presently, the Emax values are higher than the above-mentioned elasticity values (102.8 kPa). As LCIS and ALH are mostly incidental findings during diagnostic workup of calcifications or associated mass lesions, we can hypothesize that these differences could be the result of concomitant pathology and calcification content, along with the size of the lesions included. Apparently, considerable heterogeneity of SWE features was observed among high-risk lesions. There were several limitations to our study. We enrolled a relatively small study population in the high-risk and DCIS groups, and in high-risk lesion subgroup analysis. Also, due to the retrospective design of the study, there might have been selection bias because some of included patients were referred to our breast center from other institution for secondary management and core biopsy, so there might have been a higher incidence of complex lesions, especially in the high-risk group. Larger prospective studies are required to further investigate high-risk breast lesions, in larger cohorts of patients. Interobserver variability was not assessed, since a single examiner performed the measurements, but the method has been shown previously as highly reproducible if a uniform examination technique is utilized (, ). Our study demonstrated that elasticity values of high-risk lesions were lower than those of both in situ and invasive cancers, and a significant difference was observed between in situ and invasive lesions. Consequently, sonoelastographic features can help in the distinction of lesions that carry a higher risk of malignancy and malignant lesions. Since high-risk lesions and DCIS detection has increased owing to widespread screening programs, increasing number of US examinations and image-guided tissue sampling, they are coming into the focus of interest for both diagnosis and treatment. We believe that sonoelastography has a potential to help in the early diagnosis of these lesions and further studies are needed to demonstrate its place in the diagnostic algorithm.
  35 in total

1.  Benign papilloma without atypia diagnosed at US-guided 14-gauge core-needle biopsy: clinical and US features predictive of upgrade to malignancy.

Authors:  Ji Hyun Youk; Eun-Kyung Kim; Jin Young Kwak; Eun Ju Son; Byeong-Woo Park; Seung-Il Kim
Journal:  Radiology       Date:  2010-10-22       Impact factor: 11.105

2.  Atypical hyperplastic lesions of the female breast. A long-term follow-up study.

Authors:  D L Page; W D Dupont; L W Rogers; M S Rados
Journal:  Cancer       Date:  1985-06-01       Impact factor: 6.860

3.  Diagnostic performances of shear wave elastography: which parameter to use in differential diagnosis of solid breast masses?

Authors:  Eun Jung Lee; Hae Kyoung Jung; Kyung Hee Ko; Jong Tae Lee; Jung Hyun Yoon
Journal:  Eur Radiol       Date:  2013-02-20       Impact factor: 5.315

4.  Diagnostic performance of quantitative shear wave elastography in the evaluation of solid breast masses: determination of the most discriminatory parameter.

Authors:  Frederick Wing-Fai Au; Sandeep Ghai; Hadas Moshonov; Harriette Kahn; Cressida Brennan; Hemi Dua; Pavel Crystal
Journal:  AJR Am J Roentgenol       Date:  2014-09       Impact factor: 3.959

5.  Clinical application of shear wave elastography (SWE) in the diagnosis of benign and malignant breast diseases.

Authors:  Jung Min Chang; Woo Kyung Moon; Nariya Cho; Ann Yi; Hye Ryoung Koo; Wonsik Han; Dong-Young Noh; Hyeong-Gon Moon; Seung Ja Kim
Journal:  Breast Cancer Res Treat       Date:  2011-06-17       Impact factor: 4.872

6.  Papillary lesions of the breast diagnosed at percutaneous sonographically guided biopsy: comparison of sonographic features and biopsy methods.

Authors:  Hee Jung Shin; Hak Hee Kim; Sun Mi Kim; Hye Rin Yang; Jeong-Hee Sohn; Gui Young Kwon; Gyungyub Gong
Journal:  AJR Am J Roentgenol       Date:  2008-03       Impact factor: 3.959

7.  Sonographically guided 14-gauge core needle biopsy of breast masses: a review of 2,420 cases with long-term follow-up.

Authors:  Ji Hyun Youk; Eun-Kyung Kim; Min Jung Kim; Ki Keun Oh
Journal:  AJR Am J Roentgenol       Date:  2008-01       Impact factor: 3.959

8.  Elastographic features of triple negative breast cancers.

Authors:  Martina Džoić Dominković; Gordana Ivanac; Tomislav Kelava; Boris Brkljačić
Journal:  Eur Radiol       Date:  2015-08-01       Impact factor: 5.315

9.  Shear wave elastography for breast masses is highly reproducible.

Authors:  David O Cosgrove; Wendie A Berg; Caroline J Doré; Danny M Skyba; Jean-Pierre Henry; Joel Gay; Claude Cohen-Bacrie
Journal:  Eur Radiol       Date:  2011-12-31       Impact factor: 5.315

10.  Radial scars and subsequent breast cancer risk: a meta-analysis.

Authors:  Mengmeng Lv; Xingya Zhu; Shanliang Zhong; Weixian Chen; Qing Hu; Tengfei Ma; Jun Zhang; Xiaohui Zhang; Jinhai Tang; Jianhua Zhao
Journal:  PLoS One       Date:  2014-07-14       Impact factor: 3.240

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