Measurement Accuracy and Reproducibility of Semiautomated Metric and Volumetric Lymph Node Analysis in MDCT

被引:26
作者
Buerke, Boris [1 ]
Puesken, Michael [1 ]
Mueter, Stephan [1 ]
Weckesser, Matthias [2 ]
Gerss, Joachim [3 ]
Heindel, Walter [1 ]
Wessling, Johannes [1 ]
机构
[1] Univ Munster, Dept Clin Radiol, D-48129 Munster, Germany
[2] Univ Munster, Dept Nucl Med, D-48129 Munster, Germany
[3] Univ Munster, Dept Med Informat & Biomath, D-48129 Munster, Germany
关键词
lymph nodes; reproducibility; segmentation; volumetry; BRAIN-TUMOR VOLUME; SOLID TUMORS; CERVICAL LYMPHADENOPATHY; AUTOMATED MEASUREMENT; RESPONSE CRITERIA; RECIST CRITERIA; CT; LESIONS; SEGMENTATION; METASTASIS;
D O I
10.2214/AJR.10.4010
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
OBJECTIVE. The purpose of this study was to assess the measurement accuracy and reproducibility of semiautomated metric and volumetric lymph node analysis in MDCT. MATERIALS AND METHODS. Whole-body CT with IV contrast administration was performed on 112 patients. Peripheral (cervical, axillary, and inguinal), abdominal, and thoracic lymph nodes were evaluated independently by two radiologists both manually and with semiautomated segmentation software. Long-axis diameter, short-axis diameter, and volume were measured. Agreement between the semiautomated and manual measurements (measurement error), need for manual correction, and relative interobserver differences were determined. Statistical analysis encompassed the variance inhomogeneity test, intraclass correlation coefficients, and Bland-Altman plots. RESULTS. In total, 742 peripheral (cervical, axillary, and inguinal), abdominal, and thoracic lymph nodes (mean diameter, 13.2 +/- 4.3 mm; range, 4-37 mm) were evaluated. Semiautomatic segmentation without need for further correction was possible for 480 of 742 lymph nodes (64.7%). Calculation of intraclass correlation coefficients revealed high correlation between manual and semiautomatic measurements (r = 0.70-0.81) with a slight trend toward size overestimation for semiautomatic short-axis diameter (14.3%; limits of agreement, -34.3%, 62.9%) and long-axis diameter (11.7%; limits of agreement, -25.2%, 48.5%). Bland-Altman plots showed significantly (p < 0.0001) lower interobserver differences for semiautomated short-axis diameter (1.2%; 95% CI, -39.9% to 42.3%) compared with the manual measurement (7.6%; 95% CI, -38.7% to 53.9%). Among all locations, the relative interobserver difference for semiautomatic volume (2.9%; 95% CI, -31.4% to 37.3%) was significantly lower than that for manual short-axis diameter (p < 0.0001), manual long-axis diameter (0.0178), and semiautomatic short-axis diameter (p < 0.0001). CONCLUSION. Semiautomatic short-axis diameter, particularly volume measurements, of lymph nodes are, irrespective of location, precise in terms of reproducibility and appear to be considerably more reliable than manual lymph node assessment.
引用
收藏
页码:979 / 985
页数:7
相关论文
共 32 条
[1]   Management of early-stage cutaneous melanoma - In brief [J].
Aloia, TA ;
Gershenwald, JE .
CURRENT PROBLEMS IN SURGERY, 2005, 42 (07) :460-534
[2]   Utility of computed tomography and magnetic resonance imaging staging before completion lymphadenectomy in patients with sentinel lymph node-positive melanoma [J].
Aloia, Thomas A. ;
Gershenwald, Jeffrey E. ;
Andtbacka, Robert H. ;
Johnson, Marcella M. ;
Schacherer, Christopher W. ;
Ng, Chaan S. ;
Cormier, Janice N. ;
Lee, Jeffrey E. ;
Ross, Merrick I. ;
Mansfield, Paul F. .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (18) :2858-2865
[3]  
Bolton S., 2003, Pharmaceutical Statistics: Practical and Clinical Applications, Revised and Expanded, V4th ed., DOI [10.1201/9780203912799, DOI 10.1201/9780203912799]
[4]   Imaging of lymphadenopathy in the neck [J].
Castelijns, JA ;
van den Brekel, MWM .
EUROPEAN RADIOLOGY, 2002, 12 (04) :727-738
[5]   Revised response criteria for malignant lymphoma [J].
Cheson, Bruce D. ;
Pfistner, Beate ;
Juweid, Malik E. ;
Gascoyne, Randy D. ;
Specht, Lena ;
Horning, Sandra J. ;
Coiffier, Bertrand ;
Fisher, Richard I. ;
Hagenbeek, Anton ;
Zucca, Emanuele ;
Rosen, Steven T. ;
Stroobants, Sigrid ;
Lister, T. Andrew ;
Hoppe, Richard T. ;
Dreyling, Martin ;
Tobinai, Kensei ;
Vose, Julie M. ;
Connors, Joseph M. ;
Federico, Massimo ;
Diehl, Volker .
JOURNAL OF CLINICAL ONCOLOGY, 2007, 25 (05) :579-586
[6]   New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1) [J].
Eisenhauer, E. A. ;
Therasse, P. ;
Bogaerts, J. ;
Schwartz, L. H. ;
Sargent, D. ;
Ford, R. ;
Dancey, J. ;
Arbuck, S. ;
Gwyther, S. ;
Mooney, M. ;
Rubinstein, L. ;
Shankar, L. ;
Dodd, L. ;
Kaplan, R. ;
Lacombe, D. ;
Verweij, J. .
EUROPEAN JOURNAL OF CANCER, 2009, 45 (02) :228-247
[7]   Interobserver and intraobserver variability in measurement of non-small-cell carcinoma lung lesions: Implications for assessment of tumor response [J].
Erasmus, JJ ;
Gladish, GW ;
Broemeling, L ;
Sabloff, BS ;
Truong, MT ;
Herbst, RS ;
Munden, RF .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (13) :2574-2582
[8]   Semi-automated volumetric analysis of lymph node metastases in patients with malignant melanoma stage III/IV-A feasibility study [J].
Fabel, M. ;
von Tengg-Kobligk, H. ;
Giesel, F. L. ;
Bornemann, L. ;
Dicken, V. ;
Kopp-Schneider, A. ;
Moser, C. ;
Delorme, S. ;
Kauczor, H. -U. .
EUROPEAN RADIOLOGY, 2008, 18 (06) :1114-1122
[9]   Follow-up CT measurement of liver malignoma according to RECIST and WHO vs. Volumetry [J].
Heubel, C. P. ;
Meier, S. ;
Wittelsberger, S. ;
Goette, H. ;
Mildenberger, P. ;
Kauczor, H.-U. .
ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2007, 179 (09) :958-964
[10]   Brain tumor volume measurement: Comparison of manual and semiautomated methods [J].
Joe, BN ;
Fukui, MB ;
Meltzer, CC ;
Huang, QS ;
Day, RS ;
Greer, PJ ;
Bozik, ME .
RADIOLOGY, 1999, 212 (03) :811-816