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Gilbert FJ, Harris S, Miles KA, Weir-McCall JR, Qureshi NR, Rintoul RC, Dizdarevic S, Pike L, Sinclair D, Shah A, Eaton R, Clegg A, Benedetto V, Hill JE, Cook A, Tzelis D, Vale L, Brindle L, Madden J, Cozens K, Little LA, Eichhorst K, Moate P, McClement C, Peebles C, Banerjee A, Han S, Poon FW, Groves AM, Kurban L, Frew AJ, Callister ME, Crosbie P, Gleeson FV, Karunasaagarar K, Kankam O, George S. Dynamic contrast-enhanced CT compared with positron emission tomography CT to characterise solitary pulmonary nodules: the SPUtNIk diagnostic accuracy study and economic modelling. Health Technol Assess 2022; 26:1-180. [PMID: 35289267 DOI: 10.3310/wcei8321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Current pathways recommend positron emission tomography-computerised tomography for the characterisation of solitary pulmonary nodules. Dynamic contrast-enhanced computerised tomography may be a more cost-effective approach. OBJECTIVES To determine the diagnostic performances of dynamic contrast-enhanced computerised tomography and positron emission tomography-computerised tomography in the NHS for solitary pulmonary nodules. Systematic reviews and a health economic evaluation contributed to the decision-analytic modelling to assess the likely costs and health outcomes resulting from incorporation of dynamic contrast-enhanced computerised tomography into management strategies. DESIGN Multicentre comparative accuracy trial. SETTING Secondary or tertiary outpatient settings at 16 hospitals in the UK. PARTICIPANTS Participants with solitary pulmonary nodules of ≥ 8 mm and of ≤ 30 mm in size with no malignancy in the previous 2 years were included. INTERVENTIONS Baseline positron emission tomography-computerised tomography and dynamic contrast-enhanced computer tomography with 2 years' follow-up. MAIN OUTCOME MEASURES Primary outcome measures were sensitivity, specificity and diagnostic accuracy for positron emission tomography-computerised tomography and dynamic contrast-enhanced computerised tomography. Incremental cost-effectiveness ratios compared management strategies that used dynamic contrast-enhanced computerised tomography with management strategies that did not use dynamic contrast-enhanced computerised tomography. RESULTS A total of 380 patients were recruited (median age 69 years). Of 312 patients with matched dynamic contrast-enhanced computer tomography and positron emission tomography-computerised tomography examinations, 191 (61%) were cancer patients. The sensitivity, specificity and diagnostic accuracy for positron emission tomography-computerised tomography and dynamic contrast-enhanced computer tomography were 72.8% (95% confidence interval 66.1% to 78.6%), 81.8% (95% confidence interval 74.0% to 87.7%), 76.3% (95% confidence interval 71.3% to 80.7%) and 95.3% (95% confidence interval 91.3% to 97.5%), 29.8% (95% confidence interval 22.3% to 38.4%) and 69.9% (95% confidence interval 64.6% to 74.7%), respectively. Exploratory modelling showed that maximum standardised uptake values had the best diagnostic accuracy, with an area under the curve of 0.87, which increased to 0.90 if combined with dynamic contrast-enhanced computerised tomography peak enhancement. The economic analysis showed that, over 24 months, dynamic contrast-enhanced computerised tomography was less costly (£3305, 95% confidence interval £2952 to £3746) than positron emission tomography-computerised tomography (£4013, 95% confidence interval £3673 to £4498) or a strategy combining the two tests (£4058, 95% confidence interval £3702 to £4547). Positron emission tomography-computerised tomography led to more patients with malignant nodules being correctly managed, 0.44 on average (95% confidence interval 0.39 to 0.49), compared with 0.40 (95% confidence interval 0.35 to 0.45); using both tests further increased this (0.47, 95% confidence interval 0.42 to 0.51). LIMITATIONS The high prevalence of malignancy in nodules observed in this trial, compared with that observed in nodules identified within screening programmes, limits the generalisation of the current results to nodules identified by screening. CONCLUSIONS Findings from this research indicate that positron emission tomography-computerised tomography is more accurate than dynamic contrast-enhanced computerised tomography for the characterisation of solitary pulmonary nodules. A combination of maximum standardised uptake value and peak enhancement had the highest accuracy with a small increase in costs. Findings from this research also indicate that a combined positron emission tomography-dynamic contrast-enhanced computerised tomography approach with a slightly higher willingness to pay to avoid missing small cancers or to avoid a 'watch and wait' policy may be an approach to consider. FUTURE WORK Integration of the dynamic contrast-enhanced component into the positron emission tomography-computerised tomography examination and the feasibility of dynamic contrast-enhanced computerised tomography at lung screening for the characterisation of solitary pulmonary nodules should be explored, together with a lower radiation dose protocol. STUDY REGISTRATION This study is registered as PROSPERO CRD42018112215 and CRD42019124299, and the trial is registered as ISRCTN30784948 and ClinicalTrials.gov NCT02013063. FUNDING This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 26, No. 17. See the NIHR Journals Library website for further project information.
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Affiliation(s)
- Fiona J Gilbert
- Department of Radiology, University of Cambridge School of Clinical Medicine, Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Scott Harris
- Public Health Sciences and Medical Statistics, University of Southampton, Southampton, UK
| | - Kenneth A Miles
- Department of Radiology, University of Cambridge School of Clinical Medicine, Biomedical Research Centre, University of Cambridge, Cambridge, UK
- Department of Radiology, Royal Papworth Hospital, Cambridge, UK
| | - Jonathan R Weir-McCall
- Department of Radiology, University of Cambridge School of Clinical Medicine, Biomedical Research Centre, University of Cambridge, Cambridge, UK
| | - Nagmi R Qureshi
- Department of Radiology, Royal Papworth Hospital, Cambridge, UK
| | - Robert C Rintoul
- Department of Thoracic Oncology, Royal Papworth Hospital, Cambridge, UK
- Department of Oncology, University of Cambridge, Cambridge, UK
| | - Sabina Dizdarevic
- Departments of Imaging and Nuclear Medicine and Respiratory Medicine, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK
- Brighton and Sussex Medical School, Brighton, UK
| | - Lucy Pike
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Donald Sinclair
- King's College London and Guy's and St Thomas' PET Centre, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Andrew Shah
- Radiation Protection Department, East and North Hertfordshire NHS Trust, Stevenage, UK
| | - Rosemary Eaton
- Radiation Protection Department, East and North Hertfordshire NHS Trust, Stevenage, UK
| | - Andrew Clegg
- Faculty of Health and Wellbeing, University of Central Lancashire, Preston, UK
| | - Valerio Benedetto
- Faculty of Health and Wellbeing, University of Central Lancashire, Preston, UK
| | - James E Hill
- Faculty of Health and Wellbeing, University of Central Lancashire, Preston, UK
| | - Andrew Cook
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Dimitrios Tzelis
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Luke Vale
- Population Health Sciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Lucy Brindle
- School of Health Sciences, University of Southampton, Southampton, UK
| | - Jackie Madden
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Kelly Cozens
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Louisa A Little
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Kathrin Eichhorst
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Patricia Moate
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Chris McClement
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
| | - Charles Peebles
- Department of Radiology and Respiratory Medicine, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Anindo Banerjee
- Department of Radiology and Respiratory Medicine, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Sai Han
- West of Scotland PET Centre, Gartnavel Hospital, Glasgow, UK
| | - Fat Wui Poon
- West of Scotland PET Centre, Gartnavel Hospital, Glasgow, UK
| | - Ashley M Groves
- Institute of Nuclear Medicine, University College London, London, UK
| | - Lutfi Kurban
- Department of Radiology, Aberdeen Royal Hospitals NHS Trust, Aberdeen, UK
| | - Anthony J Frew
- Departments of Imaging and Nuclear Medicine and Respiratory Medicine, Brighton and Sussex University Hospitals NHS Trust, Brighton, UK
- Brighton and Sussex Medical School, Brighton, UK
| | - Matthew E Callister
- Department of Respiratory Medicine, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Philip Crosbie
- North West Lung Centre, University Hospital of South Manchester, Manchester, UK
| | - Fergus V Gleeson
- Department of Radiology, Churchill Hospital, Oxford, UK
- University of Oxford, Oxford, UK
| | | | - Osei Kankam
- Department of Thoracic Medicine, East Sussex Healthcare NHS Trust, Saint Leonards-on-Sea, UK
| | - Steve George
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Southampton Clinical Trials Unit, University of Southampton, Southampton, UK
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Lee KH, Lim KY, Suh YJ, Hur J, Han DH, Kang MJ, Choo JY, Kim C, Kim JI, Yoon SH, Lee W, Park CM. Nondiagnostic Percutaneous Transthoracic Needle Biopsy of Lung Lesions: A Multicenter Study of Malignancy Risk. Radiology 2018; 290:814-823. [PMID: 30561276 DOI: 10.1148/radiol.2018181482] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Purpose To evaluate the malignancy risk of lung lesions that show nondiagnostic results at transthoracic needle biopsy (PTNB) of the lung and to identify any malignancy-associated risk factors in each nondiagnostic category. Materials and Methods In this retrospective study, 9384 initial PTNBs (9239 patients [mean age, 65 years; age range, 20-99 years] consisting of 5729 men [mean age, 66 years; age range, 20-99 years] and 3510 women [mean age, 63 years; age range, 20-94 years]) were performed in eight institutions between January 2010 and December 2014. PTNB results were categorized as diagnostic (malignant or specifically benign) or nondiagnostic (nonspecific benign pathologic findings, atypical cells, or insufficient specimen), and the proportion of final malignant diagnoses per nondiagnostic category was obtained. Malignancy-associated factors were determined by using multivariable analyses. Results Nondiagnostic results were present in 27.6% (2590 of 9384) of PTNBs. Proportions of final malignant diagnoses were 21.3% (339 of 1592) for nonspecific benignities, 90.1% (503 of 558) for atypical cells, and 46.6% (205 of 440) for insufficient specimens. In the nonspecific benign category, granulomatous inflammation (odds ratio [OR], 0.04; 95% confidence interval [CI]: 0.02, 0.12; P < .001), abscess (OR, 0.04; 95% CI: 0.01, 0.28; P = .001), and organizing pneumonia (OR, 0.05; 95% CI: 0.01, 0.23; P < .001) were demonstrated to be important factors negating malignancy. Atypical cells suspicious for malignancy were more associated with malignancy (OR, 6.3; 95% CI: 1.9, 21.0; P = .003) than were atypical cells of indeterminate malignancy. All 130 lesions with atypical cells suggestive of malignancy were finally malignant. Conclusion After nondiagnostic lung biopsies, lesions categorized as atypical cell lesions have a high likelihood of malignancy, with somewhat lower likelihood for lesions with insufficient specimens and nonspecific benign categories. © RSNA, 2018 Online supplemental material is available for this article. See also the editorial by Elicker in this issue.
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Affiliation(s)
- Kyung Hee Lee
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Kun Young Lim
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Young Joo Suh
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Jin Hur
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Dae Hee Han
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Mi-Jin Kang
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Ji Yung Choo
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Cherry Kim
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Jung Im Kim
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Soon Ho Yoon
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Woojoo Lee
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
| | - Chang Min Park
- From the Department of Radiology, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea (K.H.L.); Department of Radiology, National Cancer Center, Gyeonggi-do, South Korea (K.Y.L.); Department of Radiology, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (Y.J.S., J.H.); Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea (J.H.); Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea (D.H.H.); Department of Radiology, Inje University Sanggyepaik Hospital, Seoul, South Korea (M.J.K.); Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Gyeonggi-do, South Korea (J.Y.C., C.K.); Department of Radiology, Kyung Hee University Hospital at Gangdong, College of Medicine, Kyung Hee University, Seoul, South Korea (J.I.K.); Department of Radiology, Seoul National University College of Medicine, Seoul, South Korea (S.H.Y., C.M.P.); Department of Statistics, Inha University, Incheon, South Korea (W.L.); and Institute of Radiation Medicine, Seoul National University Medical Research Center, 101 Daehak-ro, Jongno-gu, Seoul 03080, South Korea (C.M.P.)
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