Semi-automated volumetric analysis of lymph node metastases during follow-up-initial results

被引:17
作者
Fabel, Michael [1 ]
Bolte, H. [1 ]
von Tengg-Kobligk, H. [2 ]
Bornemann, L. [3 ]
Dicken, V. [3 ]
Delorme, S. [4 ]
Kauczor, H. -U. [2 ]
Heller, M. [1 ]
Biederer, J. [1 ]
机构
[1] Univ Hosp Schleswig Holstein, D-24105 Kiel, Germany
[2] Univ Heidelberg Hosp, Dept Diagnost Radiol, Heidelberg, Germany
[3] Fraunhofer MeVis, Bremen, Germany
[4] German Canc Res Ctr, Dept Oncol Diagnost & Therapy, D-6900 Heidelberg, Germany
关键词
Lymph nodes; RECIST; Therapy monitoring; Volumetric analysis; Malignant melanoma; COMPUTER-AIDED VOLUMETRY; SMALL PULMONARY NODULES; VIVO PORCINE LUNGS; SOLID TUMORS; INTEROBSERVER-VARIABILITY; CT; REPRODUCIBILITY; CRITERIA; RECIST; PRECISION;
D O I
10.1007/s00330-010-1966-5
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
Quantification of tumour burden in oncology requires accurate and reproducible evaluation. The current standard is RECIST measurement with its inherent disadvantages. Volumetric analysis is an alternative for therapy monitoring. The aim of this study was to evaluate the feasibility of volumetric analysis of lymph node metastases using a software prototype in a follow-up setting. MSCT was performed in 50 patients covering the chest, abdomen and pelvis. A total of 174 suspicious lymph nodes were evaluated by two radiologists regarding short axis diameters and volumetric analysis using semi-automated software. Quality of segmentation, time, maximum diameter and volume were documented. Variability of the derived change rates was computed as the standard deviation of the difference of the obtained respective change rates. The software performance provides robust volumetric analysis. Quality of segmentation was rated acceptable to excellent in 76-79% by each reader. Mean time spent per lesion was 38 s. The variability of change in effective diameters was 10.6%; for change rates of RECIST maximum diameter variability was 27.5%. Semi-automated volumetric analysis allows fast and convenient segmentation of most lymph node metastases. Compared with RECIST the inter-observer-variability in baseline and follow-up is reduced. This should principally allow subtle changes to be subclassified within the RECIST stable range as minor response [-15% to +10%].
引用
收藏
页码:683 / 692
页数:10
相关论文
共 17 条
  • [1] Precision of computer-aided volumetry of artificial small solid pulmonary nodules in ex vivo porcine lungs
    Bolte, H.
    Riede, C.
    Mueller-Huelsbeck, S.
    Freitag-Wolf, S.
    Kohl, G.
    Drews, T.
    Heller, M.
    Bieder, J.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2007, 80 (954) : 414 - 421
  • [2] Computed tomography-based lung nodule volumetry -: Do optimized reconstructions of routine protocols achieve similar accuracy, reproducibility and interobserver variability to that of special volumetry protocols?
    Bolte, H.
    Riedel, C.
    Knoess, N.
    Freitag, S.
    Hoffmann, B.
    Heller, M.
    Biederer, J.
    [J]. ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2007, 179 (03): : 276 - 281
  • [3] Reproducibility of computer-aided volumetry of artificial small pulmonary nodules in ex vivo porcine lungs
    Bolte, H
    Riedel, C
    Jahnke, T
    Inan, N
    Freitag, S
    Kohl, G
    Heller, M
    Biederer, J
    [J]. INVESTIGATIVE RADIOLOGY, 2006, 41 (01) : 28 - 35
  • [4] Informatics in radiology (infoRAD) -: New tools for computer assistance in thoracic CT -: Part 2.: Therapy monitoring of pulmonary metastases
    Bornemann, L
    Kuhnigk, JM
    Dicken, V
    Zidowitz, S
    Kuemmerlen, B
    Krass, S
    Peitgen, HO
    Wein, BB
    Schubert, H
    Shin, HO
    Wormanns, D
    [J]. RADIOGRAPHICS, 2005, 25 (03) : 841 - 848
  • [5] OncoTREAT: a software assistant for cancer therapy monitoring
    Bornemann, Lars
    Dicken, Volker
    Kuhnigk, Jan-Martin
    Wormanns, Dag
    Shin, Hoen-Oh
    Bauknecht, Hans-Christian
    Diehl, Volker
    Fabel, Michael
    Meier, Stefan
    Kress, Oliver
    Krass, Stefan
    Peitgen, Heinz-Otto
    [J]. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2007, 1 (05) : 231 - 242
  • [6] Semiautomatic Lymph Node Segmentation in Multislice Computed Tomography Impact of Slice Thickness on Segmentation Quality, Measurement Precision, and Interobserver Variability
    Buerke, Boris
    Puesken, Michael
    Beyer, Florian
    Gerss, Joachim
    Weckesser, Matthias
    Seifarth, Harald
    Heindel, Walter
    Wessling, Johannes
    [J]. INVESTIGATIVE RADIOLOGY, 2010, 45 (02) : 82 - 88
  • [7] New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)
    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.
    [J]. EUROPEAN JOURNAL OF CANCER, 2009, 45 (02) : 228 - 247
  • [8] Interobserver and intraobserver variability in measurement of non-small-cell carcinoma lung lesions: Implications for assessment of tumor response
    Erasmus, JJ
    Gladish, GW
    Broemeling, L
    Sabloff, BS
    Truong, MT
    Herbst, RS
    Munden, RF
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (13) : 2574 - 2582
  • [9] Semi-automated volumetric analysis of lymph node metastases in patients with malignant melanoma stage III/IV-A feasibility study
    Fabel, M.
    von Tengg-Kobligk, H.
    Giesel, F. L.
    Bornemann, L.
    Dicken, V.
    Kopp-Schneider, A.
    Moser, C.
    Delorme, S.
    Kauczor, H. -U.
    [J]. EUROPEAN RADIOLOGY, 2008, 18 (06) : 1114 - 1122
  • [10] Linear and Volume Measurements of Pulmonary Nodules at Different CT Dose Levels - Intrascan and Interscan Analysis
    Hein, P. A.
    Romano, V. C.
    Rogalla, P.
    Klessen, C.
    Lembcke, A.
    Dickenz, V.
    Bornemannz, L.
    Bauknecht, H. -C.
    [J]. ROFO-FORTSCHRITTE AUF DEM GEBIET DER RONTGENSTRAHLEN UND DER BILDGEBENDEN VERFAHREN, 2009, 181 (01): : 24 - 31