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1.
Radiology ; 289(1): 39-48, 2018 10.
Article in English | MEDLINE | ID: mdl-30129903

ABSTRACT

Purpose To examine how often screening mammography depicts clinically occult malignancy in breast reconstruction with autologous myocutaneous flaps (AMFs). Materials and Methods Between January 1, 2000, and July 15, 2015, the authors retrospectively identified 515 women who had undergone mammography of 618 AMFs and who had at least 1 year of clinical follow-up. Of the 618 AMFs, 485 (78.5%) were performed after mastectomy for cancer and 133 (21.5%) were performed after prophylactic mastectomy. Medical records were used to determine the frequency, histopathologic characteristics, presentation, time to recurrence, and detection modality of malignancy. Cancer detection rate (CDR), sensitivity, specificity, positive predictive value, and false-positive biopsy rate were calculated. Results An average of 6.7 screening mammograms (range, 1-16) were obtained over 15.5 years. The frequency of local-regional recurrence (LRR) was 3.9% (20 of 515 women; 95% confidence interval [CI]: 2.2%, 5.6%); all LRRs were invasive, and none were detected in the breast mound after prophylactic mastectomy. Of the 20 women with LRR, 13 (65%) were screened annually before the diagnosis. Seven of those 13 women (54%) had clinically occult LRR, and mammography depicted five. Five of the six clinically evident recurrences (83%) were interval cancers. The median time between reconstruction and first recurrence was 4.4 years (range, 0.8-16.2 years). The CDR per AMF was 1.5 per 1000 screening mammograms (five of 3358; 95% CI: 0.18, 2.8) after mastectomy for cancer and 0 of 1000 examinations (0 of 805 mammograms; 95% CI: 0, 5) after prophylactic mastectomy. Sensitivity, specificity, positive predictive value, and false-positive biopsy rate were 42% (five of 12), 99.4% (4125 of 4151), 16% (five of 31), and 0.6% (26 of 4151), respectively. Conclusion The CDR of screening mammography (1.5 per 1000 screening mammograms) of the AMF after mastectomy for cancer is comparable to that for one native breast of an age-matched woman. Screening mammography adds little value after prophylactic mastectomy. © RSNA, 2018.


Subject(s)
Breast Neoplasms/diagnostic imaging , Mammaplasty/statistics & numerical data , Mammography/statistics & numerical data , Mass Screening/statistics & numerical data , Adult , Aged , Breast/diagnostic imaging , Breast/surgery , Breast Neoplasms/epidemiology , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Early Detection of Cancer , Female , Humans , Mammaplasty/methods , Middle Aged , Retrospective Studies , Young Adult
2.
AJR Am J Roentgenol ; 211(2): 462-467, 2018 08.
Article in English | MEDLINE | ID: mdl-29894223

ABSTRACT

OBJECTIVE: Pleomorphic lobular carcinoma in situ (PLCIS) is an aggressive subtype of lobular carcinoma in situ treated similarly to ductal carcinoma in situ. The purpose of this study was to determine the imaging findings, upgrade rate of PLCIS at core needle biopsy (CNB), and the treatment and outcomes of these patients. MATERIALS AND METHODS: This retrospective single-institution study included women with PLCIS at CNB or excisional biopsy without concomitant DCIS or invasive carcinoma between January 1, 1999, and July 20, 2016. Imaging findings, detection mode, treatment, and outcomes were reviewed. Retrospective review of the images was performed. Upgrade rate to ductal carcinoma in situ or invasive carcinoma at lumpectomy was calculated. RESULTS: Twenty-one patients had a finding of PLCIS at CNB (n = 16) or excisional biopsy (n = 5). Four of 15 (27%; 95% CI, 4-49%) cases of PLCIS at CNB were upgraded to DCIS (two cases) or invasive lobular cancer (two cases) at lumpectomy (one patient declined excision). No unique mammographic features were predictive of need to upgrade or extent of disease. Among the patients with pure PLCIS (not upgraded), 13 of 16 (81%) presented with fine pleomorphic calcifications on screening mammograms, 1 of 16 (6%) with distortion and calcifications, 1 of 16 (6%) with a mass, and 1 of 16 (6%) with nonmass enhancement at MRI. The median imaging size was 11 mm (mean, 14 mm; range, 3-47 mm). Twelve of 16 (75%) patients were treated with lumpectomy and 4 of 16 (25%) with mastectomy. Eight of 16 (50%) patients received adjuvant hormonal therapy, and 2 of 16 (17%) received radiation. There were no local recurrences. CONCLUSION: PLCIS most commonly presented as fine pleomorphic calcifications on mammograms and had a high upgrade rate after CNB. CNB diagnosis of PLCIS requires surgical excision.


Subject(s)
Breast Carcinoma In Situ/diagnostic imaging , Carcinoma, Lobular/diagnostic imaging , Adult , Aged , Aged, 80 and over , Biopsy, Large-Core Needle , Breast Carcinoma In Situ/pathology , Breast Carcinoma In Situ/therapy , Calcinosis/diagnostic imaging , Calcinosis/pathology , Carcinoma, Lobular/pathology , Carcinoma, Lobular/therapy , Chemotherapy, Adjuvant , Female , Humans , Mammography , Mastectomy , Mastectomy, Segmental , Middle Aged , Neoplasm Grading , Radiotherapy, Adjuvant , Retrospective Studies , Treatment Outcome
3.
Emerg Radiol ; 25(4): 375-380, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29502287

ABSTRACT

PURPOSE: Our aim was to assess and address the challenges radiology residents face when managing breast imaging emergencies on call and to determine if targeted educational interventions improved resident confidence and knowledge. METHODS: We created surveys to determine resident comfort level with and knowledge of appropriate management of breast imaging emergencies. We also created structured educational interventions to improve resident confidence and knowledge. The effectiveness of these interventions was assessed with pre- and post-intervention surveys given to the 43 residents at our institution. RESULTS: Thirty-six of the 43 residents at our institution completed both surveys. The results showed that 33 of 36 residents (91.7%) felt an increase in their comfort level after utilizing one or both of the interventions. There was also significant improvement in resident knowledge; the average resident score on the knowledge questions improved from 40 to 68% (p < 0.0001). CONCLUSION: Managing breast imaging emergencies on call can be challenging and stressful for residents. Educational interventions such as our targeted teaching tools can significantly improve resident confidence and knowledge. Presenting dedicated teaching materials directed at a previously identified knowledge deficit and source of stress significantly improved resident knowledge base and confidence in managing breast imaging emergencies on call.


Subject(s)
Breast Diseases/diagnostic imaging , Clinical Competence , Internship and Residency , Emergencies , Female , Humans , Surveys and Questionnaires
4.
Breast Cancer Res Treat ; 154(3): 557-61, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26589316

ABSTRACT

The purpose of this study was to evaluate the outcome of faint BI-RADS 4 calcifications detected with digital mammography that were not amenable to stereotactic core biopsy due to suboptimal visualization. Following Institutional Review Board approval, a HIPAA compliant retrospective search identified 665 wire-localized surgical excisions of calcifications in 606 patients between 2007 and 2010. We included all patients that had surgical excision for initial diagnostic biopsy due to poor calcification visualization, whose current imaging was entirely digital and performed at our institution and who did not have a diagnosis of breast cancer within the prior 2 years. The final study population consisted of 20 wire-localized surgical biopsies in 19 patients performed instead of stereotactic core biopsy due to poor visibility of faint calcifications. Of the 20 biopsies, 4 (20% confidence intervals 2, 38%) were malignant, 5 (25%) showed atypia and 11 (55%) were benign. Of the malignant cases, two were invasive ductal carcinoma (2 and 1.5 mm), one was intermediate grade DCIS and one was low-grade DCIS. Malignant calcifications ranged from 3 to 12 mm. The breast density was scattered in 6/19 (32%), heterogeneously dense in 11/19 (58%) and extremely dense in 2/19 (10%). Digital mammography-detected faint calcifications that were not amenable to stereotactic biopsy due to suboptimal visualization had a risk of malignancy of 20%. While infrequent, these calcifications should continue to be considered suspicious and surgical biopsy recommended.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Calcinosis/diagnostic imaging , Adult , Aged , Aged, 80 and over , Biopsy , Breast Neoplasms/surgery , Calcinosis/pathology , Carcinoma, Ductal, Breast/diagnostic imaging , Carcinoma, Ductal, Breast/pathology , Carcinoma, Ductal, Breast/surgery , Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging , Carcinoma, Intraductal, Noninfiltrating/pathology , Carcinoma, Intraductal, Noninfiltrating/surgery , Female , Humans , Mammography , Middle Aged , Retrospective Studies , Stereotaxic Techniques
5.
Breast Cancer Res Treat ; 147(2): 311-6, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25151294

ABSTRACT

The purpose of this study was to evaluate the outcomes and cancer rate in solid palpable masses with benign features assessed as BI-RADS 3 or 4A. This study was Institutional Review Board approved. Mammography and breast ultrasound reports in our Radiology Information System were searched for solid, palpable masses with benign features described from 1/1/2000 to 12/31/2009, and retrospectively reviewed. Those masses prospectively assessed as BI-RADS 3 or 4A, or suggestive of a fibroadenoma or other benign pathology were retrieved. Chart review was used to assess outcomes and cancer rate. Basic summary measures were summarized and compared between BI-RADS 3 and 4A groups using Wilcoxon Rank Sum test for continuous data or Fisher's exact test for categorical data. The cancer rate across age quartiles was assessed using Cochran-Armitage trend test. 573 solid palpable masses with benign features in 487 women were identified. There were 197 BI-RADS 3 and 376 BI-RADS 4A masses. The overall cancer rate was 1.6 % (9/573). All cancers were BI-RADS 4A (cancer rate 2.4 %-9/376). Smaller mean size and younger age at presentation in BI-RADS 3 women was found compared to BI-RADS 4A (P < 0.0001). There was a significant increase in cancer rate across age quartiles (P = 0.03124). The cancer rate is very low in solid palpable masses with benign features. In particular, BI-RADS 3 palpable masses in young women may undergo close surveillance without immediate biopsy, confirming what other investigators have found. All cancers were in the BI-RADS 4A group with increasing incidence with age, with over half occurring in women over 40 years old. Palpable masses in women 40 and older with benign features should be considered for immediate biopsy.


Subject(s)
Breast Neoplasms/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Biopsy/methods , Breast Neoplasms/diagnostic imaging , Female , Fibroadenoma/pathology , Humans , Mammography/methods , Middle Aged , Retrospective Studies , Statistics, Nonparametric , Ultrasonography, Mammary/methods , Young Adult
6.
AJR Am J Roentgenol ; 201(5): 1148-54, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24147490

ABSTRACT

OBJECTIVE: The objective of our study was to evaluate whether the transition from film-screen mammography (FSM) to digital mammography (DM) was associated with increased detection of high-risk breast lesions. MATERIALS AND METHODS: A retrospective search identified 142 cases of atypia or lobular neoplasia (LN) diagnosed in women with mammographic calcifications between January 2004 and August 2010. We excluded lesions upgraded to cancer at excisional biopsy, lesions in women with ipsilateral cancer within 2 years of mammography, and lesions that presented as a mass only. The cases included in the cohort were 82 (57.7%) cases of atypical ductal hyperplasia; 17 (12%) atypical lobular hyperplasia; 25 (17.6%) lobular carcinoma in situ (LCIS); 12 (8.5%) atypia and LCIS; and six (4.2%) other atypia. The institution transitioned from predominantly performing FSM in 2004 to performing only DM by 2010. Pathology was interpreted by breast pathologists. The annual detection rate was calculated by dividing the number of high-risk lesions by mammography volume. RESULTS: Of the 142 cases of atypia or LN, 52 (36.6%) were detected using FSM and 90 (63.4%) were detected using DM. The detection rate was higher with DM (1.24/1000 mammographic studies) than FSM (0.37/1000 mammographic studies). The detection rate by year ranged between 0.21 and 0.64 per 1000 mammographic studies for FSM and between 0.32 and 1.49 per 1000 mammographic studies for DM. The median size of the calcifications was 8 mm on DM and 7 mm on FSM. The most common appearance was clustered amorphous or indistinct calcifications on both FSM and DM. CONCLUSION: The transition from FSM to DM was associated with a threefold increase in the detection rate of high-risk lesions. Improved detection may allow enhanced screening, risk reduction treatment, and possibly breast cancer prevention. However, increased detection of high-risk lesions may also result in oversurveillance and treatment.


Subject(s)
Breast Neoplasms/diagnostic imaging , Calcinosis/diagnostic imaging , Carcinoma in Situ/diagnostic imaging , Carcinoma, Lobular/diagnostic imaging , Mammography/methods , Adult , Aged , Aged, 80 and over , Biopsy , Early Detection of Cancer , Female , Humans , Mass Screening , Middle Aged , Retrospective Studies
8.
Radiology ; 262(1): 61-8, 2012 Jan.
Article in English | MEDLINE | ID: mdl-21998048

ABSTRACT

PURPOSE: To determine if digital breast tomosynthesis (DBT) performs comparably to mammographic spot views (MSVs) in characterizing breast masses as benign or malignant. MATERIALS AND METHODS: This IRB-approved, HIPAA-compliant reader study obtained informed consent from all subjects. Four blinded Mammography Quality Standards Act-certified academic radiologists individually evaluated DBT images and MSVs of 67 masses (30 malignant, 37 benign) in 67 women (age range, 34-88 years). Images were viewed in random order at separate counterbalanced sessions and were rated for visibility (10-point scale), likelihood of malignancy (12-point scale), and Breast Imaging Reporting and Data System (BI-RADS) classification. Differences in mass visibility were analyzed by using the Wilcoxon matched-pairs signed-ranks test. Reader performance was measured by calculating the area under the receiver operating characteristic curve (A(z)) and partial area index above a sensitivity threshold of 0.90 (A(z)(0.90)) by using likelihood of malignancy ratings. Masses categorized as BI-RADS 4 or 5 were compared with histopathologic analysis to determine true-positive results for each modality. RESULTS: Mean mass visibility ratings were slightly better with DBT (range, 3.2-4.4) than with MSV (range, 3.8-4.8) for all four readers, with one reader's improvement achieving statistical significance (P = .001). The A(z) ranged 0.89-0.93 for DBT and 0.88-0.93 for MSV (P ≥ .23). The A(z)((0.90)) ranged 0.36-0.52 for DBT and 0.25-0.40 for MSV (P ≥ .20). The readers characterized seven additional malignant masses as BI-RADS 4 or 5 with DBT than with MSV, at a cost of five false-positive biopsy recommendations, with a mean of 1.8 true-positive (range, 0-3) and 1.3 false-positive (range, -1 to 4) assessments per reader. CONCLUSION: In this small study, mass characterization in terms of visibility ratings, reader performance, and BI-RADS assessment with DBT was similar to that with MSVs. Preliminary findings suggest that MSV might not be necessary for mass characterization when performing DBT.


Subject(s)
Breast Neoplasms/diagnostic imaging , Mammography/methods , Radiographic Image Enhancement/methods , Adult , Aged , Aged, 80 and over , Biopsy , Breast Neoplasms/pathology , Diagnosis, Differential , Female , Humans , Middle Aged , Predictive Value of Tests , ROC Curve , Reproducibility of Results , Sensitivity and Specificity , Statistics, Nonparametric
9.
J Am Coll Radiol ; 16(3): 350-354, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30528330

ABSTRACT

Educating the public about breast cancer screening and diagnosis is important. Medical and regulatory agencies encourage shared decision making about undergoing breast cancer screening, and there are many places women can get information and misinformation. The Internet and other media sources present information that may not be correct or understandable. Breast radiologists are uniquely qualified to provide women with the accurate information necessary to enable informed choices. As a specialty, we have an obligation to our community to provide relevant and understandable information. We can accomplish that through community outreach forums. Presentations should be understandable with plain language, focusing on our key message and using pertinent images or icons. Slides should be simple and avoid medical jargon or complex statistics. As we engage with the community, we provide a vital service to the health of our community and foster respect of our specialty.


Subject(s)
Breast Neoplasms/diagnostic imaging , Patient Education as Topic , Physician's Role , Radiologists , Women's Health , Female , Health Literacy , Humans
10.
Acad Radiol ; 25(3): 273-278, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29275941

ABSTRACT

RATIONALE AND OBJECTIVES: The study aimed to determine the outcome of patients presenting for evaluation of abnormal breast thermography. MATERIALS AND METHODS: Following Institutional Review Board approval, retrospective search identified 38 patients who presented for conventional breast imaging following a thermography-detected abnormality. Study criteria included women who had mammogram and/or breast ultrasound performed for evaluation of a thermography-detected abnormality between January 1, 2000, and December 31, 2015. Patients whose mammograms and ultrasounds were initiated at an outside institution or who did not have imaging at our institution were excluded. Records were reviewed for clinical history, thermography results, mammogram and/or ultrasound findings, and pathology. Mammograms and ultrasounds were prospectively interpreted by one of 14 Mammography Quality Standards Act-certified breast imaging radiologists with 3-30 years of experience. Patient outcomes were determined by biopsy or at least 1 year of follow-up. Patient ages ranged from 23 to 70 years (mean = 50 years). RESULTS: Ninety-five percent (36 of 38) of patients did not have breast cancer. The two patients diagnosed with breast cancer had suspicious clinical symptoms including palpable mass and erythema. No asymptomatic woman had breast cancer. Negative predictive value was 100%. Of 38 patients, 79% (30 of 38) had Breast Imaging Reporting and Data System (BI-RADS) 1 or 2 assessments; 5% (2 of 38) had BI-RADS 3; and 16% (6 of 38) had BI-RADS 4 (n = 5) or BI-RADS 5 (n = 1) assessments. Two of six patients with biopsy recommendations were diagnosed with breast cancer (Positive predictive value 2 = 33.3%). All findings recommended for biopsy were ipsilateral to the reported thermography abnormality. CONCLUSIONS: No cancer was diagnosed among asymptomatic women. The 5% of patients diagnosed with cancer had co-existing suspicious clinical findings. Mammogram and/or ultrasound were useful in accurately characterizing patients with abnormal thermography.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Thermography , Adult , Aged , Biopsy , Female , Humans , Mammography , Middle Aged , Predictive Value of Tests , Retrospective Studies , Ultrasonography, Mammary , Young Adult
11.
Virchows Arch ; 473(6): 679-686, 2018 Dec.
Article in English | MEDLINE | ID: mdl-30191301

ABSTRACT

A diagnosis of papilloma with atypia on core biopsy (CB) requires excision, as the risk of associated malignancy is high (average 36.9%). The management of benign intraductal papillomas (IP) diagnosed on CB is controversial due to varying upgradation rates (0-29%, average 7%) reported on excision. Our aim was to study the clinical, radiological, and pathological features associated with benign IP upgradation at our institution. An electronic data base search (keyword papilloma), from Jan. 2000-Aug. 2015 identified 258 CBs. After exclusions, 104 CBs of benign IPs with subsequent excisions from 101 females were reviewed. The clinical, radiological, and pathological features between IPs that had upgrades (defined as malignancy or atypical ductal hyperplasia) and non-upgraded IPs were compared using descriptive statistics. Studies of benign IP on CB with at least 50 follow-up excisions published between 2008 and 2016 were analyzed. Residual IP was present in 83.6% (87/104) of reviewed excisions. There were six upgrades (5.6%) (4 to malignancy (3.8%) and 2 to atypical ductal hyperplasia).Upgrades were associated with mass on imaging with a trend to significance (p = .05). Two cases with malignant upgrade had a history of contralateral cancer. An analysis of 25 published studies showed an average malignant upgrade of 5.7% (182/3164). The majority of benign IP are not upgraded on excision; thus, not all need to be excised. Those that may warrant excision are those with prior history of carcinoma, those with a mass on imaging, and/or suboptimal or imaging-discordant CB sampling.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/pathology , Papilloma, Intraductal/diagnosis , Papilloma, Intraductal/pathology , Adolescent , Adult , Aged , Aged, 80 and over , Biopsy, Large-Core Needle , Female , Humans , Middle Aged , Young Adult
12.
Arch Pathol Lab Med ; 141(10): 1324-1329, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28968154

ABSTRACT

CONTEXT: - Preoperative localization of nonpalpable breast lesions using image-guided wire placement has been a standard of breast imaging, diagnosis, and treatment since its development in the 1970s. With this technique, coordinated, same-day wire placement by the radiologist and surgery are required, which can lead to significant inefficiencies in workflow. Other disadvantages of wire localization (WL) include limitations in surgical incision and dissection route and protruding wires that can be both bothersome for the patient and have risk of displacement. OBJECTIVE: - To outline several recently developed techniques that could replace traditional WL and eliminate its disadvantages. The first developed was radioactive seed localization (RSL) using I-125, a technique adopted by many institutions during the last few years. The challenge to this method, however, is the strict nuclear regulatory requirements, which can be a significant burden and limitation. The disadvantages of WL and RSL have provided incentive for the development of other types of preoperative localization procedures. Two of these are recently US Food and Drug Administration-cleared, nonradioactive, non-wire location technologies emerging as alternatives to WL and RSL; SAVI SCOUT (Cianna Medical Inc, Aliso Viejo, California), which uses infrared light and a microimpulse radar reflector, and Magseed (Endomagnetics Inc, Austin, Texas), which uses a magnetic seed for localization. DATA SOURCES: - We review the published literature on non-wire location technologies for breast tissue resection. CONCLUSIONS: - Non-wire location techniques are beneficial, allowing image-guided placement before the day of surgery and resulting in improved workflows. These techniques also eliminate bothersome protruding wires, risk of dislodging, and allow the incision site to be independent from the localization site.


Subject(s)
Breast Neoplasms/surgery , Mastectomy, Segmental/methods , Surgery, Computer-Assisted/methods , Female , Humans , Mastectomy, Segmental/trends , Surgery, Computer-Assisted/trends
13.
Acad Radiol ; 24(11): 1372-1379, 2017 11.
Article in English | MEDLINE | ID: mdl-28647388

ABSTRACT

RATIONALE AND OBJECTIVES: This study aimed to compare Breast Imaging Reporting and Data System (BI-RADS) assessment of lesions in two-view digital mammogram (DM) to two-view wide-angle digital breast tomosynthesis (DBT) without DM. MATERIALS AND METHODS: With Institutional Review Board approval and written informed consent, two-view DBTs were acquired from 134 subjects and the corresponding DMs were collected retrospectively. The study included 125 subjects with 61 malignant (size: 3.9-36.9 mm, median: 13.4 mm) and 81 benign lesions (size: 4.8-43.8 mm, median: 12.0 mm), and 9 normal subjects. The cases in the two modalities were read independently by six experienced Mammography Quality Standards Act radiologists in a fully crossed counterbalanced manner. The readers were blinded to the prevalence of malignant, benign, or normal cases and were asked to assess the lesions based on the BI-RADS lexicon. The ratings were analyzed by the receiver operating characteristic methodology. RESULTS: Lesion conspicuity was significantly higher (P << .0001) and fewer lesion margins were considered obscured in DBT. The mean area under the receiver operating characteristic curve for the six readers increased significantly (P = .0001) from 0.783 (range: 0.723-0.886) for DM to 0.911 (range: 0.884-0.936) for DBT. Of the 366 ratings for malignant lesions, 343 on DBT and 278 on DM were rated as BI-RADS 4a and above. Of the 486 ratings for benign lesions, 220 on DBT and 206 on DM were rated as BI-RADS 4a and above. On average, 17.8% (65 of 366) more malignant lesions and 2.9% (14 of 486) more benign lesions would be recommended for biopsy using DBT. The inter-radiologist variability was reduced significantly. CONCLUSION: With DBT alone, the BI-RADS assessment of breast lesions and inter-radiologist reliability were significantly improved compared to DM.


Subject(s)
Breast Neoplasms/diagnostic imaging , Mammography/methods , Adult , Aged , Aged, 80 and over , Area Under Curve , Biopsy , Breast/pathology , Breast Neoplasms/pathology , Female , Humans , Middle Aged , Observer Variation , ROC Curve , Reproducibility of Results , Retrospective Studies
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