|
|
||||||||
Breast Imaging |
1 From the Department of Radiology, Addenbrooke's Hospital, Cambridge, England (R.M.L.W.); Study Coordinating Office, Section of Magnetic Resonance, Institute of Cancer Research, Royal Marsden Hospital, Downs Rd, Sutton, Surrey SM2 5PT, England (L.P., R.H., M.O.L.); Department of Radiology, University of Aberdeen, Scotland (F.J.G.); CR-UK Genetic Epidemiology Unit, Cambridge, England (D.T., D.E.); Breakthrough Breast Cancer Research Centre, Institute of Cancer Research, Royal Marsden Hospital, London, England (S.R.L.); and Paul Strickland Scanner Centre, Mount Vernon Hospital, Northwood, Middlesex, England (A.P.). Received April 23, 2004; revision requested July 1; revision received October 19; accepted December 10. Supported by a project grant from the UK Medical Research Council. Address correspondence to M.O.L. (e-mail: martin.leach{at}icr.ac.uk).
| ABSTRACT |
|---|
|
|
|---|
MATERIALS AND METHODS: Informed consent and ethical approval were obtained. Reader performance was analyzed in 44 radiologists at 18 centers from 1541 examinations, including 1441 screening examinations in 638 high-risk women aged 2451 years (mean, 40.5 years) and 100 examinations in symptomatic women aged 2381 years (mean, 49.2 years). A screening protocol of dynamic T1-weighted three-dimensional imaging and 0.2 mmol/kg gadolinium-based intravenous contrast agent was used. Logistic and Poisson regressions were used to analyze reader performance in relation to experience. Correlation between readers was determined with
statistics. Sensitivity and specificity were analyzed according to reader, field strength, machine type, and histologic results.
RESULTS: The proportion of studies with lesions analyzed reduced significantly with reader experience (odds ratio, 0.84 per 6 months; P < .001), and number of regions per lesion analyzed also diminished (incidence rate ratio, 0.98 per 6 months; P = .047). The two readers for each study agreed 87% of the time, with a moderately good
statistic of 0.52 (95% confidence interval [CI]: 0.45, 0.58). By taking the reading with the highest score (most likely to be malignant) from each double-read study, sensitivity was 91% (95% CI: 83%, 96%) and specificity was 81% (95% CI: 79%, 83%). Single readings had 7% lower sensitivity (95% CI: 4%, 11%) and 7% higher specificity (95% CI: 6%, 7%). Sensitivity did not differ between MR imager manufacturers or between 1.0- and 1.5-T field strength, but there were significant differences in specificity for machine type (P = .001) and for field strength adjusted for manufacturer (P = .001). Specificity, but not sensitivity, was higher in women younger than 50 years (P = .02).
CONCLUSION: Independent double reading by 44 radiologists blinded to mammography results showed sensitivity and specificity acceptable for screening; sensitivity was higher when two readings were used, at the cost of specificity. Interreader correlation was moderately good, and evidence of learning was seen. Equipment manufacturer, field strength, and age affected specificity but not sensitivity.
© RSNA, 2005
| INTRODUCTION |
|---|
|
|
|---|
|
| MATERIALS AND METHODS |
|---|
|
|
|---|
Study Population
All participating patients provided written informed consent. Ethical approval was given by the North Thames Multicenter Research Ethics Committee and by the local research ethical committees for the 18 centers.
Interpretations of studies from 1541 examinations were used in the reader performance analysis. Each MR study was read by two independent blinded radiologists, for a total of 3082 readings. Forty-four radiologists contributed to this analysis by reading studies from between one and 509 examinations each (median, 37; interquartile range, 8.095.5). The mean patient age at the time of the MR imaging was 42.2 years (range, 2381 years). This comprised 1441 examinations in 638 high-risk women aged 2451 years (mean age, 40.5 years) and 100 examinations in symptomatic women aged 2381 years (mean age, 49.2 years).
The symptomatic women were recruited when the study began at each center. It had been intended that each center recruit seven women from the symptomatic clinics who were thought to have breast cancer and seven with an indeterminate lesion in whom a histologic diagnosis would be obtained by means of excision biopsy, core biopsy, or fine-needle aspiration cytologic analysis. These women's cases were called "symptomatic" because they were recruited through the symptomatic clinics. To this would be added the first screening MR examinations of each center (13). Centers varied in their ability to recruit such patients and in the timing at which they entered the main study. Women were not excluded from the study if they had undergone core biopsy or fine-needle aspiration cytologic analysis prior to MR imaging because evidence from the literature showed that these techniques did not interfere with MR image interpretation (14).
High-risk women were defined as women known to be BRCA1 or BRCA2 or TP53 gene mutation carriers, women from carrier families, and women whose family history indicated at least a one in two risk of carrying a gene mutation. The detailed family history criteria have been published for our protocol (13). Family histories of women outside of carrier families were reviewed by a genetic panel, and only those who met the minimum criteria participated. Women who underwent genetic testing during the period of the study and received a negative result were excluded from further participation. High-risk women presenting initially with a lump were excluded, so this was a pure screening cohort.
Our present analysis includes all MR examinations for double-reported symptomatic and high-risk cases undertaken from the start of screening (August 6, 1997) to before February 25, 2003. Because of the data monitoring requirements of the study, it was not possible to identify the cancers detected from high-risk screening separately from those of the symptomatic cohort prior to completion of the MARIBS study. To allow time for false-negative findings to emerge, 18 months have elapsed since the last MR examination included in our study.
MR Imaging Protocol
The screening MR examination (protocol A) comprised high-spatial-resolution (512 matrix) T1-weighted sequences performed before and after contrast medium injection, with two three-dimensional coronal acquisitions of lower spatial resolution (256 matrix) before the bolus intravenous injection of 0.2 mmol of gadopentetate dimeglumine (Magnevist; Schering, Burgess Hill, UK) per kilogram of body weight and four to six acquisitions immediately after injection (Table 2) (15). An optional additional fat-suppressed T1-weighted high-spatial-resolution sequence at approximately 8 minutes after injection was allowed if the supervising radiologist preferred this to a subtracted high-spatial-resolution sequence late after contrast medium injection. This combination of sequences allows analysis of the timesignal intensity characteristics of any region in the imaging volume of either breast and morphologic examination of high-spatial-resolution images.
|
All participating centers had previous experience with breast MR imaging in the symptomatic setting. Forty-four radiologists took part in the MARIBS study during the time period to which these data apply. All radiologists had some experience in breast MR imaging prior to participating in the study, but no test of performance or minimum number of MR examinations was applied to individual radiologists before their participation. The only formal estimate of experience that we have is the number of studies each radiologist analyzed within our main study (median, 37; range, 1509 of 3082 readings in the period up to February 25, 2003). The readings were performed independently by two radiologists who were blinded to clinical information, the other MR imaging findings, and the mammographic reading results and images. The headers of the MR images on computer screen in some instances contained information on patient date of birth or age, so the readers were not fully blinded to age. Dynamic data were used throughout from the console or workstation.
Scoring System
A scoring system based on morphologic and dynamic contrast material uptake characteristics was devised from the literature available at the time (Appendix B shows these worksheets) (15). This scoring system had not been previously validated against histologic results, and some users found that their clinical opinion differed from the scoring results. This has been judged from the notes made on the forms or from the subsequent actions taken by the radiologists. Worksheets were also developed to ensure consistency of method in the choice of regions of interest (ROIs) and ROI analysis. The ROI size was selected by the radiologist to encompass as much of the lesion as possible. For heterogeneous lesions, the site showing the most suspicious contrast material uptake was chosen. To ensure consistency, countrywide training of participating radiologists was undertaken to explain the examination and the analysis of images. MR examinations were performed on imagers from four different manufacturers and at two field strengths, 1.0 and 1.5 T.
Pathologic Review
Pathology reports were reviewed by a pathologist (S.R.L.) to classify lesions as benign or malignant. The pathologists from all 18 centers either participate in the UK breast screening program or operate to equivalent standards and participate in the pathologic and cytologic quality assurance program.
Statistical Analysis
In this report we have analyzed the sensitivities and specificities for the combined readings of two radiologists and for readers 1 and 2 individually, for the original scoring system and for the subsequent radiologic opinion. Calculations of contrast material uptake parameters used in this article have been checked automatically by using the Oracle database (version 7; Oracle, Bracknell, UK) and so do not contain arithmetic errors, whereas our readers made some calculation errors on their handwritten forms.
The probability that a lesion was assessed as requiring analysis and the number of lesions per analyzed image were tested against differences in the length of radiologists' MR screening experience by using logistic regression and Poisson regression, respectively. In both cases, the analysis was adjusted for the reading radiologist, and the sandwich variance estimator (18) was used to account for the nonindependence of the two readings of each image. Correlation between readers was determined by using
statistics.
Exact 95% confidence intervals (CIs) of sensitivities and specificities for malignancy were calculated on the basis of the binomial distribution. The effects of different factors on sensitivity (or specificity) were tested by using multiple logistic regression analysis. The factors included in this analysis were machine manufacturer, magnetic field strength, and patient age group. The sandwich variance estimator (18) was used to allow for the nonindependence of different images in the same woman. Statistical significance was determined at the 5% level. All analyses were carried out by using Stata software (version 8.2; StataCorp, College Station, Tex).
| RESULTS |
|---|
|
|
|---|
Details of tumor characteristics and the histologic results and MR image interpretations for the benign lesions are given in Tables 3 5.
|
|
|
In the symptomatic group (n = 100), breast cancer was diagnosed in 65 women. The 35 women whose conditions were considered normal or benign were followed up between July and September 2003 by contacting the breast clinics where they were treated. For all but two women, this follow-up was more than 2 years after their MR imaging assessment (for the other two women, this follow-up was 11 months and 13 months after assessment). No breast cancers have manifested in symptomatic women whose condition was originally diagnosed as normal or benign.
Performance Change with Experience in the Study
The Figure shows the probability that a lesion required analysis, according to the reader's experience, plotted as a 6-month moving average. The probability reduced significantly as readers' level of experience increased (odds ratio, 0.84 per 6 months of experience; P < .001). The number of ROIs analyzed for each MR study also decreased with the length of time that the reader had participated in the study (incidence rate ratio, 0.98 per 6 months; P = .047).
|
|
statistic of 0.52 (95% CI: 0.45, 0.58). Sensitivity was on average 7% higher (95% CI: 4%, 11%) when both readers' reports were used, but specificity was on average 7% lower (95% CI: 6%, 7%) than that for either individual reader. Exclusion of studies read by the radiologist who read 509 examinations led to a double-reader sensitivity of 90% (95% CI: 80%, 96%) and specificity of 80% (95% CI: 77%, 82%), which shows that no bias arose from this reader's interpretations.
|
Effect of Manufacturer and Field Strength on Sensitivity and Specificity
We analyzed the sensitivities and specificities for MR imagers from different manufacturers and for magnetic field strength (1.0-T compared with 1.5-T equipment). Results are shown in Table 7. Results of examinations performed with MR systems from manufacturers 1 and 3 showed similar sensitivities. The lower sensitivity observed for results with manufacturer 2 was based on only seven cancers and thus had wide confidence limits. The specificity was significantly lower for manufacturer 3 than for the other two (P < .001). The two magnetic field strengths had almost identical sensitivities. The lower specificity observed for the 1.5-T machines was significant when adjusted for machine manufacturer (P = .001). Only three cases, all of malignant lesions, were examined by using equipment from manufacturer 4 (1.5 T), and so no analysis could be undertaken for this model.
|
|
| DISCUSSION |
|---|
|
|
|---|
The number of ROIs was greater than the number of pathologic diagnoses in women. This is explained by the tendency of readers to record several ROIs by means of dynamic analysis from the enhancing lesions that they found, especially when these lesions were multifocal or heterogeneous.
We were concerned that the scoring system might function differently for the numeric analysis on the different MR imager models or on equipment with different magnetic field strengths. However, we found that neither the difference in equipment manufacturers or the field strength of the magnet materially affected the sensitivity. The specificity for equipment from manufacturer 3 was, however, lower than that for manufacturer 1. The scoring system was devised by a user of equipment from manufacturer 1, and some users of imagers from manufacturer 3 believed that their recall rate was elevated by the tendency of the scoring system to assign a suspicious or malignant score to lesions that they clinically believed to be benign. We therefore had come to suspect that the scoring system might be manufacturer specific.
Although this observed difference must be interpreted with caution, given the heterogeneous nature of the case material there are theoretical reasons why the specificity may be different for equipment from different manufacturers. Because of the differences between the imagers, the pulse sequences available on the imagers, and the scaling of the signal intensities, the change in the signal intensity seen after contrast medium administration may vary between the imagers. As a result, when contrast medium is administered, the percentage of enhancement (which determines maximum focal enhancement) and maximum signal intensitytime ratio would also differ. This will affect the quantitative scores. Features dependent on quantitative scores may prove to be of limited value for differentiation when material is taken from centers with machines of different manufacturers. In contrast, the other features, such as morphologic features, pattern of enhancement, and pattern of contrast medium washout (the latter two are essentially descriptive features) may be more robust to machine differences. The details within the scoring system have been statistically evaluated in a separate analysis.
We found that sensitivity did not vary by age, although the specificity was lower in women aged 50 years or older (P = .02). However, only 132 MR examinations were performed in women in the older age group, the majority of whom form part of the symptomatic group. These cases therefore may not be representative of the lesions that would be found in a screening study of women of this age. The readers were not fully blinded to the age of the patient, which may have produced a bias.
A limitation of this analysis is that we presented reporting performance on a study population from high-risk screening enriched by a cohort of symptomatic patients. This analysis was undertaken to validate the experimental scoring system and to show the range of diagnostic performance of the participating radiologists. A further limitation is that many of the symptomatic patients were outside the age range of the screening population, which was not as intended. The symptomatic cohort was defined as being destined to receive a cellular diagnosis and so the distribution of cases is likely to be subject to verification bias. The screening cohort was included to give sufficient power to the sensitivity calculation. The use of equipment from different manufacturers was both a limitation and a strength. The limitation is in the difficulties in the numerical values of the scoring system; the strength is in that this study represents the range of variation to be expected if high-risk screening were to become generally available.
A further potential limitation of the study was the paucity of suitable biopsy equipment in the UK for obtaining a histologic diagnosis in women in whom an abnormality at MR imaging could not be identified at mammography or US. Nevertheless, non-MR imaging methods are very well developed in the UK's National Health Service Breast Screening Programme; some cases were concluded at surgical biopsy, and few interval cancers have emerged. There remains the possibility that additional malignant lesions have not yet had time to emerge, some of which may be ductal carcinoma in situ, since this diagnosis is subject to less distinctive MR imaging features and has a longer lead time. It might be of interest to compare the sensitivity and specificity with those achieved for mammography, but we are not able to do this as we do not have prospective readings for mammograms in the symptomatic cases. Since this is the primary end point of the full study we are not able to include those results for the screening population in this report. The results of the main trial (11) detail the sensitivity and specificity for the pure screening population for MR imaging and mammography together with the cancer detection from screening.
In conclusion, readers in this study achieved acceptable levels of sensitivity and specificity that were comparable with those of the Netherlands national multicenter study. Higher sensitivity is needed in a screening context, and the double reading policy appears to achieve this. Our readers showed a change in behavior with the amount of time working within the study and recorded fewer lesions per examination and fewer analyses per lesion as level of experience increased. We found no significant difference in sensitivity between makes of scanner or between equipment of different field strengths. Differences in specificity may reflect the loading assigned to values in the scoring system. Age had no effect on sensitivity, but for women over 50 years the specificity was not as good as that for younger women.
| APPENDIX A |
|---|
|
|
|---|
Study Staff Past and Present
L. Pointon (study coordinator), R. Hoff (assistant study coordinator), K. Chan (data manager), M. Khazen (image analysis physicist), E. Charles-Edwards (clinical physicist), R. M. L. Warren (study radiologist), J. Anderson (health psychologist), C. Levesley (psychology research assistant), J. Brown (health economist), I. Griebsch (health economist), D. Thompson (statistician), C. Hayes (study physicist), R. Gregory (study physicist), G. Charles-Edwards (MR physicist), M. Sydenham (acting study coordinator), K. Bletcher (data manager), G. P. Liney (study physicist), and B. Browne (data manager).
Data Monitoring and Ethics Committee
K. McPherson (chairman and visiting professor of public health epidemiology), R. Blamey (professor emeritus and consultant breast surgeon), and S. Duffy (professor of cancer screening).
Trial Steering Committee
A. Howell (chairman; professor of medical oncology), D. Easton (study statistician; genetic epidemiologist), D. G. Evans (study representative; consultant geneticist), J. Husband (host institution representative; professor of radiology), E. Maher (independent member; professor of medical genetics), M. J. Michell (independent member; consultant radiologist), R. M. L. Warren (study radiologist; consultant radiologist), and W. Watson (consumer representative; founder of the Hereditary Breast Cancer Group).
MR Image Readers
Data in parentheses are numbers of images read. Aberdeen: F. J. Gilbert (n = 95), G. Needham (n = 76). Barnet: G. R. Kaplan (n = 9). Belfast: J. G. Crothers (n = 9). Birmingham: C. P. Walker (n = 32). Bristol Royal Infirmary: A. Jones (n = 9). Cambridge: P. D. Britton (n = 105), A. K. Dixon (n = 102), R. Sinnatamby (n = 5), R. M. L. Warren (n = 521). Dundee: J. M. Rehman (n = 14), D. Sheppard (n = 19). Edinburgh: J. Walsh (n = 196). Frenchay Hospital, Bristol: I. D. Lyburn (n = 23), N. F. Slack (n = 38). Glasgow: L. M. Wilkinson (n = 14). Guy's and St Thomas' Hospitals: S. Rankin (n = 188). Hillingdon Hospital, Middlesex: K. Raza (n = 28). Hull: P. Balan (n = 14), L. Turnbull (n = 163). Liverpool: G. H. Whitehouse (n = 47). Manchester-Christie Hospital/Nightingale Centre: C. R. M. Boggis (n = 76), E. Hurley (n = 16), A. Jain (n = 4), S. Reaney (n = 49), M. Wilson (n = 60). Manchester Medical School: J. M. Hawnaur (n = 161). Newcastle: A. Coulthard (n = 233), A. J. Potterton (n = 239). Northwick Park: B. Shah (n = 45), W. Teh (n = 69). Paul Strickland Scanner Centre, NW London: A. R. Padhani (n = 233). Royal Hospital Haslar, Gosport: P. J. Buxton (n = 2), J. M. Domjan (n = 2), P. A. L. Gordon (n = 6). Southampton: M. Briley (n = 31), C. Rubin (n = 35). Royal Marsden and St George's Hospitals: P. Kessar (n = 169). University College Hospital: M. A. Hall-Craggs (n = 8).
Conventional Mammogram Readers
Data in parentheses are numbers of images read. Aberdeen: H. E. Deans (n = 33), K. Duncan (n = 36), L. Gomersall (n = 23), G. Iyengar (n = 3). Barnet: G. R. Kaplan (n = 3). Belfast: J. G. Crothers (n = 6), J. McAllister (n = 9), J. M. Kirby (n = 1). Birmingham: S. Bradley (n = 33), M. G. Wallis (n = 32). Bristol Royal Infirmary: J. E. Basten (n = 4), E. Kutt (n = 4). Cambridge: P. D. Britton (n = 149), R. Davies (n = 5), C. D. R. Flowers (n = 9), A. H. Freeman (n = 148), D. O'Driscoll (n = 4), R. Sinnatamby (n = 189), R. M. L. Warren (n = 246). Dundee: A. M. Cook (n = 13), C. M. Walker (n = 13). Edinburgh: A. Buttimer (n = 41), A. Gilchrist (n = 28), B. B. Muir (n = 106), J. Murray (n = 90), L. Smart (n = 4), M. Smith (n = 17). Glasgow: C. Cordiner (n = 12), J. Litherland (n = 12). Guy's and St Thomas' Hospitals: A. Jones (n = 34), S. McWilliams (n = 60). Hull: A. E. Hubbard (n = 116). Liverpool: A. Ap-Thomas (n = 1), D. A. Ritchie (n = 28), F. White (n = 26). Manchester-Christie Hospital/Nightingale Centre: D. L. Asbury (n = 46), U. Beetles (n = 9), C. R. M. Boggis (n = 178), R. Dobrashian (n = 3), M. D. J. Harake (n = 15), E. Hurley (n = 26), A. Jain (n = 15), S. Reaney (n = 72), M. Wilson (n = 106). Newcastle: B. Kaye (n = 36), M. McElroy (n = 145), L. McLean (n = 107), W. Wotherspoon (n = 171). Northwick Park: G. Markham (n = 3). Southampton: A. Bisset (n = 2), S. Hegarty (n = 31), G. Michaels (n = 33), N. Robson (n = 3). Sutton and St George's: J. Husband (n = 6), K. T. Khaw (n = 1), D. MacVicar (n = 10), E. Moskovic (n = 7), J. Murfitt (n = 23).
Other Radiology and MR Staff
Aberdeen: M. L. Muirhead, T. W. Redpath, S. Semple. Barnet: M. Cunningham, S. Turnell. Belfast: C. Reynolds. Birmingham: P. Fergusson, Z. Vegnuti. Bristol Royal Infirmary: S. Cowley, K. Isaacs, P. Richardson. Cambridge: J. Green, J. Pinney, C. Pittock. Dundee: S. J. Gandy, P. Martin, T. McLeay. Edinburgh: T. Lawton, I. Marshall, L. Thomson. Frenchay Hospital, Bristol: H. Albarran, V. Blake, J. Robson. Glasgow: M. Cockburn. Guy's and St Thomas' Hospitals: J. Goodey, R. Lund, K. McBride. Hull: S. Hunter, G. Liney. Liverpool: J. Chance, J. Davies, Z. Hussain. Manchester-Christie Hospital/Nightingale Centre: N. Brown, C. Hammond, W. Johnson. Manchester Medical School: J. E. Adams, Y. Watson. Newcastle: P. English, L. Lewis, M. Myers. Northwick Park: D. Fox, J. Johnson, J. Shah. Paul Strickland Scanner Centre, NW London: L. Culver, R. Sale, J. J. Stirling, N. J. Taylor. Royal Hospital Haslar, Gosport: E. Boyd, J. Evans, W. Johnston, S. Lindsay, R. MacKenzie, B. Tailor, L. Watts. Southampton: A. Darekar, S. King, N. Shepherd. Sutton and St George's: G. Charles-Edwards, E. Charles-Edwards, E. Scurr (on behalf of all the radiographers, Sutton).
Lead Geneticists and Recruiters
Aberdeen: N. E. Haites. Belfast: P. J. Morrison. Birmingham: T. Cole. Bristol Royal Infirmary: Z. Rayter. Cambridge: J. Mackay. Dundee: D. Goudie. Edinburgh: M. Steel. Frenchay Hospital, Bristol: S. J. Cawthorn, M. Shere. Glasgow: R. Davidson. Guy's and St Thomas' Hospitals: S. V. Hodgson, S. Watts. Leeds: C. Chu, G. Turner. Liverpool: I. Ellis. Manchester Regional Genetics Service: D. G. Evans. Newcastle: F. Douglas. Northwick Park: J. Paterson. Sheffield: O. W. J. Quarrell. Southampton: D. M. Eccles. Sutton and St George's: R. A. Eeles.
Other Genetics and Clinical Staff
Aberdeen: B. Gibbons, H. Gregory, M. McJannett, L. McLennan. Belfast: L. Jeffers. Birmingham: L. Burgess, C. McKeown, J. E. V. Morton. Bristol Royal Infirmary: Z. Rayter. Cambridge: L. G. Bobrow, S. Downing, S. Everest, A. Middleton, B. Newcombe, J. Rankin. Dundee: D. Young. Edinburgh: E. D. C. Anderson, J. Campbell, J. M. Dixon, P. Walsh. Frenchay Hospital, Bristol: S. J. Cawthorn, C. Dawe. Glasgow: C. M. Watt. Leeds: E. Hazell, L. Rae. Liverpool: J. Birch, C. Holcombe, S. Holcombe, K. Makinson. Manchester Regional Genetics Service: G. Hall, A. Shenton. Newcastle: G. Seymour. Northwick Park: C. Cummings, L. Jackson. Sheffield: J. A. Cook, D. Kumar. Southampton: G. Crawford, S. Goodman. Sutton and St George's: A. Ardern-Jones, C. Brewer, C. Chapman, D. L. Christensen, R. C. Coombes, S. Furnell, S. Gray, G. Gui, M. W. Kissin, F. Lennard, A. M. Lucassen, K. McReynolds, M. W. E. Morgan, U. Querci della Rovere, N. Rahman, S. Shanley, N. Sodha, A. Stacey-Clear, C. Webster.
Local Coordinators
Aberdeen: B. Gibbons, M. McJannett, M. L. Muirhead. Belfast: L. Jeffers. Birmingham: L. Burgess, T. Cole. Bristol Royal Infirmary: S. Cowley. Cambridge: S. Downing, J. Green, B. Newcombe. Dundee: D. Young. Edinburgh: J. Campbell, P. Walsh. Frenchay Hospital, Bristol: C. Dawe, M. Shere. Glasgow: C. M. Watt, L. M. Wilkinson. Guy's and St Thomas' Hospitals: J. Goodey, K. McBride, S. Watts. Hull: S. Hunter. Leeds: E. Hazell. Liverpool: S. Holcombe, K. Makinson. Manchester Regional Genetics Service: G. Hall, A. Shenton. Newcastle: L. Lewis, G. Seymour. Northwick Park: C. Cummings, L. Jackson. Royal Hospital Haslar, Gosport: J. Evans, H. Stansby. Sheffield: O. W. J. Quarrell. Southampton: G. Crawford, S. Goodman. Sutton and St George's: S. Gray, F. Lennard.
| APPENDIX B |
|---|
|
|
|---|
|
|
| ACKNOWLEDGMENTS |
|---|
| FOOTNOTES |
|---|
Abbreviations: CI = confidence interval MARIBS = Magnetic Resonance Imaging in Breast Screening ROI = region of interest
2 Clinical contributors of the MARIBS study group are listed in Appendix A. ![]()
See Materials and Methods for pertinent disclosures.
Author contributions Guarantor of integrity of entire study, M.O.L.; study concepts and design, M.O.L., A.P., D.E., F.J.G., L.P., R.M.L.W., D.T.; literature research, R.M.L.W., L.P.; clinical studies, A.P., F.J.G., R.M.L.W.; data acquisition, R.H., L.P., S.R.L.; data analysis/interpretation, D.T., R.M.L.W., L.P., M.O.L., D.E.; statistical analysis, D.T., D.E.; manuscript preparation, R.M.L.W., L.P., D.T.; manuscript definition of intellectual content, R.M.L.W., M.O.L., L.P., D.T., F.J.G., S.R.L.; manuscript editing, R.M.L.W., L.P., D.T., A.P.; manuscript revision/review and final version approval, all authors
| References |
|---|
|
|
|---|
This article has been cited by other articles:
![]() |
S. Zakaria, K. R. Brandt, A. C. Degnim, and K. M. Thomsen Patients' Perceptions of Breast MRI: A Single-Center Study Am. J. Roentgenol., April 1, 2009; 192(4): 1149 - 1154. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Uematsu, M. Kasami, and S. Yuen Triple-Negative Breast Cancer: Correlation between MR Imaging and Pathologic Findings Radiology, March 1, 2009; 250(3): 638 - 647. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. Saslow, C. Boetes, W. Burke, S. Harms, M. O. Leach, C. D. Lehman, E. Morris, E. Pisano, M. Schnall, S. Sener, et al. American Cancer Society Guidelines for Breast Screening with MRI as an Adjunct to Mammography CA Cancer J Clin, March 1, 2007; 57(2): 75 - 89. [Abstract] [Full Text] [PDF] |
||||
![]() |
W. A. Berg, J. D. Blume, J. B. Cormack, and E. B. Mendelson Operator Dependence of Physician-performed Whole-Breast US: Lesion Detection and Characterization. Radiology, November 1, 2006; 241(2): 355 - 365. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. M. L. Warren, D. Thompson, L. J. Pointon, R. Hoff, F. J. Gilbert, A. R. Padhani, D. F. Easton, S. R. Lakhani, M. O. Leach, and Collaborators in the United Kingdom Medical Resear Evaluation of a Prospective Scoring System Designed for a Multicenter Breast MR Imaging Screening Study. Radiology, June 1, 2006; 239(3): 677 - 685. [Abstract] [Full Text] [PDF] |
||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| HOME | HELP | FEEDBACK | SUBSCRIPTIONS | ARCHIVE | SEARCH | TABLE OF CONTENTS |
| RADIOLOGY | RADIOGRAPHICS | RSNA JOURNALS ONLINE |