Literature DB >> 23419362

Intra- and interoperator variability of lobar pulmonary volumes and emphysema scores in patients with chronic obstructive pulmonary disease and emphysema: comparison of manual and semi-automated segmentation techniques.

Francesco Molinari1, Tommaso Pirronti, Nicola Sverzellati, Stefano Diciotti, Michele Amato, Guglielmo Paolantonio, Luigia Gentile, George K Parapatt, Francesco D'Argento, Jan-Martin Kuhnigk.   

Abstract

PURPOSE: We aimed to compare the intra- and interoperator variability of lobar volumetry and emphysema scores obtained by semi-automated and manual segmentation techniques in lung emphysema patients.
MATERIALS AND METHODS: In two sessions held three months apart, two operators performed lobar volumetry of unenhanced chest computed tomography examinations of 47 consecutive patients with chronic obstructive pulmonary disease and lung emphysema. Both operators used the manual and semi-automated segmentation techniques. The intra- and interoperator variability of the volumes and emphysema scores obtained by semi-automated segmentation was compared with the variability obtained by manual segmentation of the five pulmonary lobes.
RESULTS: The intra- and interoperator variability of the lobar volumes decreased when using semi-automated lobe segmentation (coefficients of repeatability for the first operator: right upper lobe, 147 vs. 96.3; right middle lobe, 137.7 vs. 73.4; right lower lobe, 89.2 vs. 42.4; left upper lobe, 262.2 vs. 54.8; and left lower lobe, 260.5 vs. 56.5; coefficients of repeatability for the second operator: right upper lobe, 61.4 vs. 48.1; right middle lobe, 56 vs. 46.4; right lower lobe, 26.9 vs. 16.7; left upper lobe, 61.4 vs. 27; and left lower lobe, 63.6 vs. 27.5; coefficients of reproducibility in the interoperator analysis: right upper lobe, 191.3 vs. 102.9; right middle lobe, 219.8 vs. 126.5; right lower lobe, 122.6 vs. 90.1; left upper lobe, 166.9 vs. 68.7; and left lower lobe, 168.7 vs. 71.6). The coefficients of repeatability and reproducibility of emphysema scores also decreased when using semi-automated segmentation and had ranges that varied depending on the target lobe and selected threshold of emphysema.
CONCLUSION: Semi-automated segmentation reduces the intra- and interoperator variability of lobar volumetry and provides a more objective tool than manual technique for quantifying lung volumes and severity of emphysema.

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Year:  2013        PMID: 23419362     DOI: 10.5152/dir.2013.047

Source DB:  PubMed          Journal:  Diagn Interv Radiol        ISSN: 1305-3825            Impact factor:   2.630


  2 in total

1.  Comparison of semi-automatic and deep learning-based automatic methods for liver segmentation in living liver transplant donors.

Authors:  A Emre Kavur; Naciye Sinem Gezer; Mustafa Barış; Yusuf Şahin; Savaş Özkan; Bora Baydar; Ulaş Yüksel; Çağlar Kılıkçıer; Şahin Olut; Gözde Bozdağı Akar; Gözde Ünal; Oğuz Dicle; M Alper Selver
Journal:  Diagn Interv Radiol       Date:  2020-01       Impact factor: 2.630

2.  Fully Automated Pulmonary Lobar Segmentation: Influence of Different Prototype Software Programs onto Quantitative Evaluation of Chronic Obstructive Lung Disease.

Authors:  Hyun-ju Lim; Oliver Weinheimer; Mark O Wielpütz; Julien Dinkel; Thomas Hielscher; Daniela Gompelmann; Hans-Ulrich Kauczor; Claus Peter Heussel
Journal:  PLoS One       Date:  2016-03-30       Impact factor: 3.240

  2 in total

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