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Updated: Nov 16, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Preoperative chest computed tomography evaluation for predicting intraoperative lung resection strongly depends on
Stephane Collaud1, Yazan Alnajdawi1, Theresa Stork1
1Department of Thoracic Surgery, Ruhrlandklinik, University of Duisburg-Essen, Essen, Germany.
Objectives:
Preoperative planning of lung resection extent is decisive for preoperative functional work-up and selection for multimodal treatment. It is mainly based on preoperative chest CT. We aimed at evaluating chest CT adequacy to predict the extent of lung resection and hypothesized a relation with CT interpreters' level of experience.
Materials And Methods:
A pseudonymized CT library was built from patients who had curative intent lung resection for centrally located NSCLC. CT library was interpreted by 20 thoracic surgery residents or attendings. Interpreters were blinded to intraoperative findings and scored one point when lung resection was adequately planned. Points were summed up in a score from 0 to 20. Interpreters' experience was evaluated through nine variables: age, position (resident vs. attending), years of experience in evaluating chest CTs, number of anatomic resections and sleeve resections attended as first assistant or performed as surgeon in presence of a teaching assistant or as main surgeon/teaching assistant. Variables characterizing interpreters' experience were divided into equal sized groups. Independent sample T-test and one-way ANOVA/Tukey post hoc tests were used to compare scores between groups.
Results:
CT library included 20 patients. Lung resections were lobectomy (n = 7, 35 %), sleeve lobectomy (n = 10, 50 %), sleeve bilobectomy (n = 2, 10 %), pneumonectomy (n = 1, 5%). Twenty interpreters scored a median of 10 (4-14). Attending surgeons had significantly higher mean scores (11.2 ± 1.3) compared to residents (7.7 ± 2.3, p = 0.001). All scores were significantly different between groups related to interpreters' levels of experience, except for interpreters'age.
Conclusion:
Preoperative CT evaluation for predicting intraoperative lung resection for centrally located NSCLC strongly depends on interpreters' experience.
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