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Lee JM, Ichikawa LE, Wernli KJ, Bowles EJA, Specht JM, Kerlikowske K, Miglioretti DL, Lowry KP, Tosteson ANA, Stout NK, Houssami N, Onega T, Buist DSM. Impact of Surveillance Mammography Intervals Less Than One Year on Performance Measures in Women With a Personal History of Breast Cancer. Korean J Radiol 2023; 24:729-738. [PMID: 37500574 PMCID: PMC10400369 DOI: 10.3348/kjr.2022.1038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 04/29/2023] [Accepted: 05/18/2023] [Indexed: 07/29/2023] Open
Abstract
OBJECTIVE When multiple surveillance mammograms are performed within an annual interval, the current guidance for one-year follow-up to determine breast cancer status results in shared follow-up periods in which a single breast cancer diagnosis can be attributed to multiple preceding examinations, posing a challenge for standardized performance assessment. We assessed the impact of using follow-up periods that eliminate the artifactual inflation of second breast cancer diagnoses. MATERIALS AND METHODS We evaluated surveillance mammograms from 2007-2016 in women with treated breast cancer linked with tumor registry and pathology outcomes. Second breast cancers included ductal carcinoma in situ or invasive breast cancer diagnosed during one-year follow-up. The cancer detection rate, interval cancer rate, sensitivity, and specificity were compared using different follow-up periods: standard one-year follow-up per the American College of Radiology versus follow-up that was shortened at the next surveillance mammogram if less than one year (truncated follow-up). Performance measures were calculated overall and by indication (screening, evaluation for breast problem, and short interval follow-up). RESULTS Of 117971 surveillance mammograms, 20% (n = 23533) were followed by another surveillance mammogram within one year. Standard follow-up identified 1597 mammograms that were associated with second breast cancers. With truncated follow-up, the breast cancer status of 179 mammograms (11.2%) was revised, resulting in 1418 mammograms associated with unique second breast cancers. The interval cancer rate decreased with truncated versus standard follow-up (3.6 versus 4.9 per 1000 mammograms, respectively), with a difference (95% confidence interval [CI]) of -1.3 (-1.6, -1.1). The overall sensitivity increased to 70.4% from 63.7%, for the truncated versus standard follow-up, with a difference (95% CI) of 6.6% (5.6%, 7.7%). The specificity remained stable at 98.1%. CONCLUSION Truncated follow-up, if less than one year to the next surveillance mammogram, enabled second breast cancers to be associated with a single preceding mammogram and resulted in more accurate estimates of diagnostic performance for national benchmarks.
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Affiliation(s)
- Janie M Lee
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
- Fred Hutchinson Cancer Center, Seattle, WA, USA.
| | - Laura E Ichikawa
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Karen J Wernli
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena, CA, USA
| | - Erin J A Bowles
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
| | - Jennifer M Specht
- Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Karla Kerlikowske
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Department of Veterans Affairs, University of California San Francisco, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Diana L Miglioretti
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
- Division of Biostatistics, Department of Public Health Sciences, University of California Davis School of Medicine, Davis, CA, USA
| | - Kathryn P Lowry
- Department of Radiology, University of Washington School of Medicine, Seattle, WA, USA
- Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Anna N A Tosteson
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
| | - Natasha K Stout
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Harvard Medical School, Boston, MA, USA
| | - Nehmat Houssami
- The Daffodil Centre, University of Sydney and Cancer Council New South Wales, Kings Cross, New South Wales, Australia
| | - Tracy Onega
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Lebanon, NH, USA
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT, USA
| | - Diana S M Buist
- Kaiser Permanente Washington Health Research Institute, Seattle, WA, USA
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine Pasadena, CA, USA
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Ha SM, Lee JM, Kim SO, Moon WK, Chang JM. Semiannual Breast US or MRI Screening in Patients with a Personal History of Breast Cancer. Radiology 2023; 307:e221660. [PMID: 37158719 DOI: 10.1148/radiol.221660] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Background The wide variability of screening imaging use in patients with a personal history of breast cancer (PHBC) warrants investigation of its comparative clinical effectiveness. While more intensive screening with US or MRI at an interval of less than 1 year could increase early-stage breast cancer detection, its benefit has not been established. Purpose To investigate the outcomes of semiannual multimodality screening in patients with PHBC. Materials and Methods An academic medical center database was retrospectively searched for patients diagnosed with breast cancer between January 2015 and June 2018 who had undergone annual mammography with either semiannual incidence US or MRI screening from July 2019 to December 2019 and three subsequent semiannual screenings over a 2-year period. The primary outcome was second breast cancers diagnosed during follow-up. Examination-level cancer detection and interval cancer rates were calculated. Screening performances were compared with χ2 or Fisher exact tests or a logistic model with generalized estimating equations. Results Our final cohort included 2758 asymptomatic women (median age, 53 years; range, 20-84 years). Among 5615 US and 1807 MRI examinations, 18 breast cancers were detected after negative findings on a prior semiannual incidence US screening examination; 44% (eight of 18) were stage 0 (three detected with MRI; five, with US), and 39% (seven of 18) were stage I (three detected with MRI; four, with US). MRI had a cancer detection rate up to 17.1 per 1000 examinations (eight of 467; 95% CI: 8.7, 33.4), and the overall cancer detection rates of US and MRI were 1.8 (10 of 5615; 95% CI: 1.0, 3.3) and 4.4 (eight of 1807; 95% CI: 2.2, 8.8) per 1000 examinations, respectively (P = .11). Conclusion Supplemental semiannual US or MRI screening depicted second breast cancers after negative findings at prior semiannual incidence US examination in patients with PHBC. © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Berg in this issue.
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Affiliation(s)
- Su Min Ha
- From the Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, University of Washington School of Medicine, Seattle, Wash (J.M.L.); and Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Seoul, Republic of Korea (S.O.K.)
| | - Janie M Lee
- From the Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, University of Washington School of Medicine, Seattle, Wash (J.M.L.); and Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Seoul, Republic of Korea (S.O.K.)
| | - Seon-Ok Kim
- From the Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, University of Washington School of Medicine, Seattle, Wash (J.M.L.); and Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Seoul, Republic of Korea (S.O.K.)
| | - Woo Kyung Moon
- From the Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, University of Washington School of Medicine, Seattle, Wash (J.M.L.); and Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Seoul, Republic of Korea (S.O.K.)
| | - Jung Min Chang
- From the Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea (S.M.H., W.K.M., J.M.C.); Department of Radiology, University of Washington School of Medicine, Seattle, Wash (J.M.L.); and Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Seoul, Republic of Korea (S.O.K.)
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Byng D, Thomas SM, Rushing CN, Lynch T, McCarthy A, Francescatti AB, Frank ES, Partridge AH, Thompson AM, Retèl VP, van Harten WH, Grimm LJ, Hyslop T, Hwang ES, Ryser MD. Surveillance Imaging after Primary Diagnosis of Ductal Carcinoma in Situ. Radiology 2023; 307:e221210. [PMID: 36625746 PMCID: PMC10068891 DOI: 10.1148/radiol.221210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 10/13/2022] [Accepted: 11/11/2022] [Indexed: 01/11/2023]
Abstract
Background Guidelines recommend annual surveillance imaging after diagnosis of ductal carcinoma in situ (DCIS). Guideline adherence has not been characterized in a contemporary cohort. Purpose To identify uptake and determinants of surveillance imaging in women who underwent treatment for DCIS. Materials and Methods A stratified random sample of women who underwent breast-conserving surgery for primary DCIS between 2008 and 2014 was retrospectively selected from 1330 facilities in the United States. Imaging examinations were recorded from date of diagnosis until first distant recurrence, death, loss to follow-up, or end of study (November 2018). Imaging after treatment was categorized into 10 12-month periods starting 6 months after diagnosis. Primary outcome was per-period receipt of asymptomatic surveillance imaging (mammography, MRI, or US). Secondary outcome was diagnosis of ipsilateral invasive breast cancer. Multivariable logistic regression with repeated measures and generalized estimating equations was used to model receipt of imaging. Rates of diagnosis with ipsilateral invasive breast cancer were compared between women who did and those who did not undergo imaging in the 6-18-month period after diagnosis using inverse probability-weighted Kaplan-Meier estimators. Results A total of 12 559 women (median age, 60 years; IQR, 52-69 years) were evaluated. Uptake of surveillance imaging was 75% in the first period and decreased over time (P < .001). Across the first 5 years after treatment, 52% of women participated in consistent annual surveillance. Surveillance was lower in Black (adjusted odds ratio [OR], 0.80; 95% CI: 0.74, 0.88; P < .001) and Hispanic (OR, 0.82; 95% CI: 0.72, 0.94; P = .004) women than in White women. Women who underwent surveillance in the first period had a higher 6-year rate of diagnosis of invasive cancer (1.6%; 95% CI: 1.3, 1.9) than those who did not (1.1%; 95% CI: 0.7, 1.4; difference: 0.5%; 95% CI: 0.1, 1.0; P = .03). Conclusion Half of women did not consistently adhere to imaging surveillance guidelines across the first 5 years after treatment, with racial disparities in adherence rates. © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Rahbar and Dontchos in this issue.
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Affiliation(s)
- Danalyn Byng
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Samantha M. Thomas
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Christel N. Rushing
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Thomas Lynch
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Anne McCarthy
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Amanda B. Francescatti
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Elizabeth S. Frank
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Ann H. Partridge
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Alastair M. Thompson
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Valesca P. Retèl
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Wim H. van Harten
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Lars J. Grimm
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Terry Hyslop
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - E. Shelley Hwang
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
| | - Marc D. Ryser
- From the Division of Psychosocial Research and Epidemiology, the
Netherlands Cancer Institute–Antoni van Leeuwenhoek Hospital, Amsterdam,
the Netherlands (D.B., V.P.R., W.H.v.H.); Health Technology and Services
Research Department, Technical Medical Centre, University of Twente, Enschede,
the Netherlands (D.B., V.P.R., W.H.v.H.); Duke Cancer Institute Biostatistics
Shared Resource (S.M.T., C.N.R., T.H.) and Department of Mathematics (M.D.R.),
Duke University, Durham, NC; Department of Biostatistics and Bioinformatics
(S.M.T., T.H.), Division of Surgical Sciences, Department of Surgery (T.L.,
E.S.H.), Department of Radiology (L.J.G.), and Department of Population Health
Sciences (M.D.R.), Duke University Medical Center, 215 Morris St, Durham, NC
27701; Cancer Programs, American College of Surgeons, Chicago, Ill (A.M.,
A.B.F.); Department of Medical Oncology, Dana-Farber Cancer Institute, Boston,
Mass (E.S.F., A.H.P.); and Department of Surgery, Baylor College of Medicine,
Houston, Tex (A.M.T.)
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