Literature DB >> 25987749

Evolution of mammographic image quality in the state of Rio de Janeiro.

Vanessa Cristina Felippe Lopes Villar1, Marismary Horsth De Seta2, Carla Lourenço Tavares de Andrade2, Elizabete Vianna Delamarque3, Ana Cecília Pedrosa de Azevedo4.   

Abstract

OBJECTIVE: To evaluate the evolution of mammographic image quality in the state of Rio de Janeiro on the basis of parameters measured and analyzed during health surveillance inspections in the period from 2006 to 2011.
MATERIALS AND METHODS: Descriptive study analyzing parameters connected with imaging quality of 52 mammography apparatuses inspected at least twice with a one-year interval.
RESULTS: Amongst the 16 analyzed parameters, 7 presented more than 70% of conformity, namely: compression paddle pressure intensity (85.1%), films development (72.7%), film response (72.7%), low contrast fine detail (92.2%), tumor mass visualization (76.5%), absence of image artifacts (94.1%), mammography-specific developers availability (88.2%). On the other hand, relevant parameters were below 50% conformity, namely: monthly image quality control testing (28.8%) and high contrast details with respect to microcalcifications visualization (47.1%).
CONCLUSION: The analysis revealed critical situations in terms of compliance with the health surveillance standards. Priority should be given to those mammography apparatuses that remained non-compliant at the second inspection performed within the one-year interval.

Entities:  

Keywords:  Breast neoplasms; Health care; Mammography; Public health surveillance; Quality assurance; Quality control

Year:  2015        PMID: 25987749      PMCID: PMC4433297          DOI: 10.1590/0100-3984.2014.0047

Source DB:  PubMed          Journal:  Radiol Bras        ISSN: 0100-3984


INTRODUCTION

Breast cancer represents a severe public health problem and, in Brazil, deficiencies in the diagnosis and treatment of this disease are pointed out, with huge disparities in outcomes resulting from disparities in geography, social, ethnic and socio-economic aspects involved in mammography services rendering. Among the mentioned deficiencies, one highlights the delay in diagnosis resulting from failure in implementing an effective mammographic screening(, which is the modality of choice to detect even millimetric lesions. Data of the Brazilian National Household Sampling Survey (Pesquisa Nacional por Amostra de Domicílio - PNAD) reveal the increase in the number of mammographic procedures over the last years(, which corresponds to a general, yet uneven, increment in the access to mammography. Iniquities to be overcome apart, it is important to high-light that the effectiveness of such screening is influenced by parameters related to the mammography apparatus itself - compression force, compression paddle alignment, incidence of the x-ray beam - and to the images processing, technique selection, patient positioning and images interpretation. All these parameters which affect the mammographic imaging quality should be in compliance with mammography standards in order to allow for a successful screening(. Considering the academic and clinical consensus about mammography being the imaging method of choice for breast cancer screening(, it is expected that such a procedure produces good-quality images with the use of the lowest possible radiation dose. In Brazil, the initiatives aimed at mammography quality assurance started in 1991, with the Mammography Quality Control Program implemented by Colégio Brasileiro de Radiologia, whose adhesion was voluntary(. In the same decade, the Federal Ordinance 453/98 established the guidelines for protection in medical and odontological radiodiagnosis(. Recently, several studies were developed about imaging quality(, recommendations for breast cancer screening(, adherence to mammography(, new techniques related to breast cancer diagnosis(, as well as about the relevance of internal audits in mammography services as a tool to depict the service quality(. Recognizing these and other initiatives undertaken by medical societies, health institutions, universities, research centers and government organs, the authors highlight the role played by the health surveillance services responsible for licensing and inspection of mammography centers. Further efforts should be made in the context of the implementation of the Programa Nacional de Qualidade em Mamografia (PNQM) - National Program of Quality in Mammography(, instituted by the Brazilian Ministry of Health in 2012. It is expected that the PNQM yields results similar to those achieved by the Mammography Quality Standards Act (MQSA), of 1992, in the United States of America(. For this purpose, it is necessary that the service has a quality program under the supervision of a physicist, including the capacitation of physicians and technicians involved in the operation of the service(. The present study was aimed at evaluating the evolution of the mammographic image quality with basis on the inspection of 52 apparatuses operating in the state of Rio de Janeiro in the period from 2006 to 2011. It is important to observe that mammographic images quality - an issue that has already been resolved in developed countries -, has been a source of preoccupation in developing countries in the last decade(. Thus, besides approaching the necessities in terms of improvement of the Brazilian health system, the present study may contribute to shed light on other realities where critical parameters regarding mammographic quality image are affecting the assistance quality, particularly as regards a timely diagnosis which is connected with the breast cancer treatment course and outcomes.

MATERIALS AND METHODS

The present study was approved by the Committee for Ethics in Research of Escola Nacional de Saúde Pública Sergio Arouca, under the number 151/2011 and did not require any external financial support. The study is situated at the interface between the evaluation of the services quality and a normative evaluation, with a predominantly quantitative approach. The authors utilized secondary data collected from administrative records of the Health Surveillance Superintendence of the Health Secretariat of the State of Rio de Janeiro (Suvisa/SES/RJ) regarding inspections performed at mammography facilities. The data collected in the period between August and October/2011 represent numerical and categorical variables. The selected unit of analysis was the mammography apparatus. In cases of services with more than one apparatus, the authors have opted for keeping in the study the apparatus that had undergone two inspections in the period. Inclusion criteria were the following: mammography apparatuses operating in centers under the responsibility of Suvisa/SES/RJ, inspected at least two times in the study period with a minimum one-year interval between inspections; availability of inspection reports in the local computer network. Mammography apparatuses whose inspection responsibility had been transferred to municipal instances prior to 2010 were excluded from the study. Once the inclusion and exclusion criteria were applied, 52 apparatuses operating in 52 services remained in the study. A tool was constructed to collect the 16 study variables selected amongst the parameters included in the Suvisa/SES/RJ Mammography Quality Inspection Schedule based on the Ordinance 453/98(, and on the measurements performed by the physicists of that health surveillance service. The description of those variables, as well as their performance expectations (standards), are shown on Table 1. The final results of the tests performed either directly in the apparatus or by means of a breast phantom were transformed into dichotomous variables in relation to compliance: compliant or non-compliant. Compliance corresponded to conformity with the parameters within the ranges recommended for each test included in the Suvisa/SES/RJ inspection schedule.
Table 1

Parameters and standards utilized in the study.

ParametersStandards
Monthly image quality testingThe facility performs monthly imaging quality testing and the results remain at the health surveillance disposal
Collimation evaluationThe x-rays must cover the whole film surface, without exceeding the compression paddle borders
Automatic exposure controlVariations should not be > 20% for breasts between 2 and 5 cm in thickness. It is desirable that the variation does not exceed 10%
Compression paddle forceThe compression paddle force should be between 11 and 18 kg
Compression paddle alignmentThe maximum acceptable deformation is 5 mm
Surface entrance dose in the phantomThe dose should be < 10 mGy
Films processingFilms processing must comply with the physical quality standards
Films responseThe films must comply with minimum specifications for appropriate images generation
High-contrast details (microcalcifications)Small-sized objects should be visualized up to sets with 0.25 mm in diameter
Low-contrast circular details (disks)Low-contrast objects, polyester disks with 2 mm in diameter and thickness between 0.5 and 3.0 mm should be visualized up to the 7th disk
Low-contrast linear details (fibers)Low-contrast linear objects of different diameters mimic fibrotic tissue into fat tissue and should be visualized up to 0.75 mm fiber
Visualization of tumor massesNylon spherical caps mimic tumor masses and should be visualized up to the 4th cap of 4.0 mm in diameter and 2.0 mm thickness
Background optical density (OD)Measurement at a spot on the phantom image located at 6 cm from the chest wall and laterally centered on the film. Threshold between 1.10 and 1.80
Contrast indexThe image contrast affects the visualization of structures. Represented by optical density points on the film of the evaluated facility. Values between 0.55 and 0.67
Absence of imaging artifactsImaging artifacts are defects in the image processing which may result either in loss or marking of information. They should not be present
Availability of mammography-specific film processorThe availability of mammography-specific film processor ensures the maintenance of proper adjustment tothe thickness of the mammographic film
Parameters and standards utilized in the study. A descriptive analysis of the conformity with parameters at the first and second inspections was performed with the aid of the Statistical Package for the Social Science (SPSS® version 17). For The compliance situations in the first and second inspections were compared for the whole set of apparatuses, resulting in a parameter evolution analysis classified according to Table 2 contents.
Table 2

Criteria for parameters evolution analysis.

StatusDescription
Compliance stabilityThe compliance observed at the first inspection remained unchanged at the second inspection
Compliance rate decreaseThe compliance observed at the first inspection was no longer observed at the second inspection
Compliance rate increaseThe non-compliance observed at the first inspection evolved to a compliance situation at the second inspection
StationaryThe non-compliance observed at the first inspection remained unchanged at the second inspection
Criteria for parameters evolution analysis.

RESULTS

The set o facilities included in the present study were constituted as follows: 21 (40.4%) mammography apparatuses operating in hospitals, and 31 (59.6%) operating in outpatient units. As regards legal nature, 9 services (17.3%) are public; 35 (67.3%) private, 7 (13.46%) beneficent entities; and one (1.9%) military entity. Twenty-eight (53.8%) services provide health care through the Unified Health System, and 24 (46.2%) do not. As the 16 evaluated parameters are considered, the mammography apparatuses presented more than 70% compliance with 7 of those parameters, namely: compression paddle force; films processing; film response; low-contrast linear detail (fibers); tumor mass visualization; absence of imaging artifacts; availability of mammography-specific film processors. For three parameters, the compliance was below 50%: monthly imaging quality testing; high-contrast detail (microcalcifications); low-contrast circular details (fibers). The worst result was observed for monthly imaging quality testing, with very low values - 26.9% at the first inspection and 28.8% at the second inspection. Table 3 shows the rates of conformity regarding each parameter for the whole set of apparatuses.
Table 3

Percentage of mammography apparatuses in compliance situation at the first and second inspections.

 Compliance (%)
ParametersFirst inspectionSecond inspection
Monthly image quality testing26.928.8
Collimation evaluation64.662.5
Automatic exposure control6858
Compression paddle force72.385.1
Compression paddle alignment52.952.9
Entrance dose on the phantom surface73.151.9
Films processing54.572.7
Facility film response47.772.7
High-contrast details (microcalcifications)80.447.1
Low-contrast circular details (disks)47.145.1
Low-contrast linear details (fibers)96.192.2
Tumor masses visualization60.876.5
Background optical density68.662.7
Contrast index66.064.0
Absence of imaging artifacts64.794.1
Availability of mammography-specific film processors88.588.2
Percentage of mammography apparatuses in compliance situation at the first and second inspections. The comparative analysis of the compliance situation evolution is presented according to the possible situations, namely, compliance stability, compliance rate increase or decrease, and stationary. The evolution of parameters for mammography apparatuses and processors is shown on Table 4. Compression paddle force and films processing are highlighted. The first one remained in a satisfactory situation - compliance stability at both inspections - added of improvement in compliance situation for 15.4% of the apparatuses. Even remaining in a less advantaged compliance situation (stable compliance at 26.9%), the second parameter demonstrated improvement for other 32.7% of the total of mammography apparatuses.
Table 4

Evolution of parameters related to mammography apparatuses and film processors.

 Status  
 Stability Compliance rate decrease Compliance rate increase Stationary Total
Parametersn% n% n% n% n%
Collimation evaluation1732.7 1325 1223.1 611.5 4892.3*
Automatic exposure control2548.1 917.3 47.7 1223.1 5096.2*
Compression paddle force2955.8 59.6 815.4 59.6 4790.4*
Compression paddle alignment1834.6 917.3 917.3 1528.8 5198.1*
Entrance dose on the phantom surface2038.5 1834.6 713.5 713.5 52100
Films processing1426.9 815.4 1732.7 59.6 4484.6*
Facility film response1325 59.6 1936.5 713.5 4484.6*
Mammography-specific film processors3669.2 35.8 35.8 35.8 52100

The difference for 100% corresponds to the absence of data in the inspection reports.

Evolution of parameters related to mammography apparatuses and film processors. The difference for 100% corresponds to the absence of data in the inspection reports. The evolution of the quality of the image itself, i.e., as a result of the mammographic study performed, is shown on Table 5. On this table, the best performance is that of absence of imaging artifacts, considering the stable conformity situation at 59.6% of the apparatuses, and the improvement in the compliance situation for other 30.8%. In this parameter, decrease in compliance rates and stationary situation present with low percentages, 3.8%.
Table 5

Evolution of parameters related to imaging quality.

 Status 
 Stability Compliance rate decrease Compliance rate increase Stationary Total
Parametersn% n% n% n% n%
Monthly imaging quality testing815.4 510.0 713.5 2956 4994.2*
High-contrast details (microcalcifications)2242.3 1834.6 23.8 917.3 5198.1*
Low-contrast circular details (disks)1223.1 1223.1 1121.2 1630.8 5198.1*
Low-contrast linear details (fibers)4790.4 11.9 00 35.8 5198.1*
Tumor masses visualization2853.8 35.8 1223.1 815.4 5198.1*
Background optical density2344.2 1121.2 917.3 815.4 5198.1*
Contrast index2242.3 1121.2 1019.2 713.5 5096.2*
Absence of imaging artifacts3159.6 23.8 1630.8 23.8 5198.1*

The difference for 100% corresponds to the absence of data in the inspection reports.

Evolution of parameters related to imaging quality. The difference for 100% corresponds to the absence of data in the inspection reports. For the majority of parameters, however, the improvement in compliance at the second inspection was not so significant and the high rate of stationary situation, i.e. non compliance at both inspections, is worrisome.

DISCUSSION

Image quality can be understood as a mammographic image whose optical density is agreeable to the human eye, allowing for a good visualization of tissues relevant for a reliable diagnosis(, influenced by factors such as breasts density, radiographic technique, lesion site, malignancy characteristics and radiologist's tiredness(. The quality in the image is associated with the interpretation that is subjective and is connected with the observer's experience, physical tiredness and effort, and visibility conditions(. Although each health system undertakes initiatives compatible with their operational conditions, the improvement in mammographic image quality has been internationally attributed to the development of accreditation and certification programs besides state-level regulations in this field(. In the United States of America, as a recognition of the necessity of a countrywide regulation on mammography, a set of recommendations was implemented by means of the passing of the MQSA in 1992(. A study reports an improvement in the quality of mammography in the United States as a result of accreditation and of the MQSA, which has contributed to the early detection of breast cancer and consequential increase in the patient's survival(. However, in North Carolina, the gain in mammography quality is not formally attributed only to the MQSA. The authors point out that this gain in quality started with the ACR - Mammography Accreditation Program and the previously performed inspections(. In Europe, the European Guidelines( (2006) include the directives for the several facilities specialized in breast cancer treatment. Such guidelines have responded to the need for standardization of the measures to fight against breast cancer in all the European countries. The regulations cover from implementation of screening programs to treatment, including quality assurance measures(. In a less comprehensive way, Turkey, where no quality standard for accreditation is established, has a Handbook of Quality Standards for Conventional Mammography issued by the local radiological society. In Istanbul, a study involving 50 public and private facilities concluded that the mammography quality was insufficient in 19 (38%) out of the 50 facilities(. In Brazil, following this international trend, there was already a previous, pioneering initiative by Colégio Brasileiro de Radiologia, in 1991, with the Programa de Controle de Qualidade em Mamografia Program of Quality Control in Mammography), and later with the Federal ordinance 453/98(. However, despite the nationwide reach of such an Ordinance, one has not observed a standardization of those initiatives in the different Brazilian states and cities. Besides the recent contribution of professionals affiliated to medical societies or working in health institutions, universities and research centers(, some studies attribute the improvements to the regulatory activity of the health surveillance agency(. Beside the international initiatives, Brazilian studies approach data regarding the imaging quality(. Although not likely to generalization, the results observed in Rio de Janeiro may demonstrate that the reality found in this state is quite similar to the one observed in most Brazilian states, considering the nationwide nature of the regulations and that all the health surveillance departments at state levels are subjected to the same operational conditions. Despite methodological differences, one can affirm the present results are different from the ones reported by another study developed in the Paraíba state approaching the evolution of imaging quality in 17 facilities in the period from 1999 to 2003(. Such study concluded that there was a positive impact of the quality program implementation on the mammography images quality. Five facilities achieved a range corresponding to excellence level, other five facilities achieved a level rated as desirable, and seven achieved the minimum desirable level. None of the facilities was below the minimum desirable level, i.e. non-compliance with at least four evaluated parameters(. On the other hand, a study developed in the Federal District in 2008, reported a positive, but below the expected (90% compliance), impact of the health surveillance intervention on mammography services quality(. In a second study evaluating 35 facilities in the same location in 2012, the implementation of a mammography quality program was effective in improving the parameters of mammography apparatuses operation in spite of the fact that 40% of the facilities did not achieved the acceptable level of 70% compliance(. In the present study developed in Rio de Janeiro, positive results were observed in relation to compression paddle force between 11 and 18 kg (72.3% at the first inspection to 85.1% at the second). A positive result was also observed in the Federal District(, with 48.6% at the first inspection and 77.1% at the second. The relevance of this parameter is related to the appropriate compression of the breast, separating the tissue components in order to avoid images overlapping and loss of definition of the breast structures, at the same time reducing the absorbed radiation dose to the breast and improving lesions visibility with compression tolerable by the patient (between 11 and 18 kg)(. The relevance of the automatic exposure control consists in maintaining a certain constant degree of darkening of breast images with thicknesses between 2 and 5 cm. In such study, the level of compliance in relation the parameter "automatic exposure control" decreased from 68.0% to 58.0%, which is worrisome. Such a fact was not observed in the study of the Federal District, which reported an increase from 37.1% to 68.6%(. Automatic exposure control is the most important procedure directly related to radiation dose and imaging quality, and the emphasis on the automatic exposure control testing may provide information on the system performance(. As regards the radiographic films processing, the results of compliance observed at the second inspection in the state of Rio de Janeiro (72.7%) are above those found in the Federal District (45.7%)(, but one observes that films processing still remains as a critical issue in the mammographic images production chain. This is confirmed by the visualization of low-contrast circular images (disks). According to Corrêa et al.(, the visualization of low-contrast circular details is the most reliable image quality indicator reflecting the image processing quality. In Rio de Janeiro, there was a decrease in compliance to a level < 50%, from 47.1% to 45.1%. This was also observed in the Federal District, with 62.9% at the first inspection to 48.6% at the second(. In the present study, the results that approach most nearly those reported by previous studies are related to the parameter "visualization of low-contrast linear details" (fibers) of several diameters simulating fibrotic tissues extension into fat tissue and tumor masses(. The studies developed in the Federal District report almost 100% compliance( as compared with 96.1% and 92.2% in Rio de Janeiro. For the parameter "tumor masses visualization", this result is particularly promising, even without achieving the expected level of compliance. Among all the image quality parameters, this one corresponds to a realistic measurement of image quality(. Another important parameter is "absence of imaging artifacts". Artifacts are defects generally resulting from inappropriate films handling(, which may affect the final imaging results and mask or hide possible abnormalities(. In Rio de Janeiro, the compliance with the parameter "absence of imaging artifacts" increase from 64.7% to 94.1%, as compared with 40% and 68.6% in the Federal District. The dissociation between the requirement of monthly film processing quality control testing and mandatory availability of such testing equipment( has been pointed out as a key issue. It is important to highlight that it is a responsibility of the facility to perform such testing. This parameter presented the worst results, with 56.0% of apparatuses in stationary situation. The Ordinance 453/98( establishes that an imaging quality evaluation be monthly performed with a phantom, with recording and filing of such images for inspection by the health surveillance authority; and that the testing be performed by a physicist specialized in physics of radiodiagnosis(. According to several facilities, particularly those located away from the state-metro region, this represents a difficulty, but this does not exempt them to offer good-quality mammography services, as professional resources can be shared by different facilities. The implementation of a mammography quality control program should include human resources training and capacitation as a key factor to strengthen and improve the program outcomes(. Despite the increased mammography coverage(, the present study demonstrated that data for the state of Rio de Janeiro indicate that the improvement in the access to the method was not followed by the required improvement in the imaging quality. Although the study is restricted to mammography apparatuses inspected by Suvisa/SES/RJ, it is estimated that such apparatuses present with performance similar to the ones operating in other regions of the country - even considering the inequalities in the distribution of goods and services -, considering that they are subjected to the same technical standards and involved in a single technological and regulatory context. The wealth of collected data indicates the necessity of further studies and also the strengthening of the Division of Radioprotection and Mammography at Suvisa/SES/RJ, particularly after the implementation of the Programa Nacional do Controle do Câncer de Mama (National Breast Cancer Management Program)(, considering the relevance of the partnerships with health surveillance agencies for consolidating the measures aimed at radiation dose control, imaging quality control, and image interpretation. The compliance evolution analysis revealed critical situations requiring emphasis on the health surveillance actions within a context of scarce resources. In the impossibility of inspecting all the mammography apparatuses, priority should be given to the ones in stationary situation and to those that remained in non-compliance situation at inspections performed with a minimum one-year interval. The PNQM( reflects the necessity of standardization and monitoring of mammography at a nationwide level, and indicates the course of action for the next years with the purpose of improving the quality of mammography studies offered to the population, an action where the health surveillance plays a fundamental role in conjunction with other agencies and societies in the healthcare sphere(. Thus, these initiatives are similar to those undertaken by other foreign programs such as the MQSA (United States of America)( and the European Guidelines(.
  11 in total

1.  Has the mammography quality standards act affected the mammography quality in North Carolina?

Authors:  E D Pisano; M Schell; J Rollins; C B Burns; B Hall; Y Lin; M P Braeuning; E Burke; J Holliday
Journal:  AJR Am J Roentgenol       Date:  2000-04       Impact factor: 3.959

2.  European Commission's proposal for a council recommendation on cancer screening.

Authors:  Marc Arbyn; Herman Van Oyen; Elsebeth Lynge; Michael Micksche; Jean Faivre; Joe Jordan
Journal:  BMJ       Date:  2003-08-02

3.  The ACR's Mammography Accreditation Program: ten years of experience since MQSA.

Authors:  Judy M Destouet; Lawrence W Bassett; Martin J Yaffe; Priscilla F Butler; Pamela A Wilcox
Journal:  J Am Coll Radiol       Date:  2005-07       Impact factor: 5.532

4.  [Effectiveness of a quality control program in mammography for the Brazilian National Health System].

Authors:  Rosangela da Silveira Corrêa; Ruffo Freitas-Junior; João Emílio Peixoto; Danielle Cristina Netto Rodrigues; Maria Eugênia Fonseca Lemos; Cíntia Melazo Dias; Rubemar de Souza Ferreira; Rosemar Macedo Souza Rahal
Journal:  Rev Saude Publica       Date:  2012-10       Impact factor: 2.106

5.  Assessment of mammography quality in Istanbul.

Authors:  Burcu Gürdemir; Erkin Arıbal
Journal:  Diagn Interv Radiol       Date:  2012-07-16       Impact factor: 2.630

Review 6.  Breast cancer in Brazil: present status and future goals.

Authors:  Brittany L Lee; Pedro Er Liedke; Carlos H Barrios; Sergio D Simon; Dianne M Finkelstein; Paul E Goss
Journal:  Lancet Oncol       Date:  2012-03       Impact factor: 41.316

7.  The European advocacy perspective on mammography screening.

Authors:  Susan Knox
Journal:  Breast       Date:  2010-08-12       Impact factor: 4.380

Review 8.  European guidelines for quality assurance in breast cancer screening and diagnosis. Fourth edition--summary document.

Authors:  N Perry; M Broeders; C de Wolf; S Törnberg; R Holland; L von Karsa
Journal:  Ann Oncol       Date:  2007-11-17       Impact factor: 32.976

9.  Complete internal audit of a mammography service in a reference institution for breast imaging.

Authors:  Gustavo Machado Badan; Décio Roveda Júnior; Carlos Alberto Pecci Ferreira; Ozeas Alves de Noronha Junior
Journal:  Radiol Bras       Date:  2014 Mar-Apr

10.  Correlation between PET/CT results and histological and immunohistochemical findings in breast carcinomas.

Authors:  Almir Galvão Vieira Bitencourt; Eduardo Nóbrega Pereira Lima; Rubens Chojniak; Elvira Ferreira Marques; Juliana Alves de Souza; Luciana Graziano; Wesley Pereira Andrade; Cynthia Aparecida Bueno de Toledo Osório
Journal:  Radiol Bras       Date:  2014 Mar-Apr
View more
  8 in total

Review 1.  Breast imaging in patients with nipple discharge.

Authors:  Ivie Braga de Paula; Adriene Moraes Campos
Journal:  Radiol Bras       Date:  2017 Nov-Dec

2.  Mammography as a method for diagnosing breast cancer.

Authors:  Hilton Koch
Journal:  Radiol Bras       Date:  2016 Nov-Dec

3.  Fine-needle aspiration of axillary lymph nodes: a change of paradigm in the approach to axillary compromise?

Authors:  Linei A B D Urban
Journal:  Radiol Bras       Date:  2016 Jan-Feb

4.  Contribution of the Unified Health Care System to mammography screening in Brazil, 2013.

Authors:  Ruffo Freitas-Junior; Danielle Cristina Netto Rodrigues; Rosangela da Silveira Corrêa; João Emílio Peixoto; Humberto Vinícius Carrijo Guimarães de Oliveira; Rosemar Macedo Sousa Rahal
Journal:  Radiol Bras       Date:  2016 Sep-Oct

5.  Magnetic resonance imaging in the preoperative evaluation of breast cancer patients.

Authors:  Cristine Norwig Galvão
Journal:  Radiol Bras       Date:  2017 Mar-Apr

6.  Accuracy of contrast-enhanced spectral mammography for estimating residual tumor size after neoadjuvant chemotherapy in patients with breast cancer: a feasibility study.

Authors:  Filipe Ramos Barra; Fernanda Freire de Souza; Rosimara Eva Ferreira Almeida Camelo; Andrea Campos de Oliveira Ribeiro; Luciano Farage
Journal:  Radiol Bras       Date:  2017 Jul-Aug

7.  Quality Assurance and Average Glandular dose Measurement in Mammography Units.

Authors:  C Senthamil Selvan; C S Sureka
Journal:  J Med Phys       Date:  2017 Jul-Sep

8.  Breast cancer screening: updated recommendations of the Brazilian College of Radiology and Diagnostic Imaging, Brazilian Breast Disease Society, and Brazilian Federation of Gynecological and Obstetrical Associations.

Authors:  Linei Augusta Brolini Dellê Urban; Luciano Fernandes Chala; Selma di Pace Bauab; Marcela Brisighelli Schaefer; Radiá Pereira Dos Santos; Norma Medicis de Albuquerque Maranhão; Ana Lucia Kefalas; José Michel Kalaf; Carlos Alberto Pecci Ferreira; Ellyete de Oliveira Canella; João Emílio Peixoto; Heverton Leal Ernesto de Amorim; Helio Sebastião Amâncio de Camargo Junior
Journal:  Radiol Bras       Date:  2017 Jul-Aug
  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.