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Updated: May 17, 2026

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Consolidation Volume Assessed by Quantitative Computed Tomography Predicts the Prognosis of Pneumocystis Pneumonia in
Kodai Sakiyama1, Ryo Hisada1, Mitsutaka Yasuda1
1Department of Rheumatology, Endocrinology and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
Objective:
To investigate the prognostic value of quantitative computed tomography (QCT) analysis in pneumocystis pneumonia (PCP) patients with rheumatic diseases, specifically relating abnormal lung volumes (ALV) to major clinical events (MCE).
Methods:
This multicentre, retrospective study included 83 PCP patients with rheumatic diseases. QCT automatically quantified ALV, categorised into consolidation (≥ -300 HU) and ground-glass opacities (< -300 HU). The primary outcome was MCE, including intubation, intensive care unit admission and death. Logistic regression and survival analyses assessed associations between QCT-derived volumes and MCE.
Results:
MCE occurred in 17 patients (20%). Patients with MCE had significantly larger consolidation volumes than those without MCE (median, 5.7% vs 0.4%, p < 0.001). Logistic regression analysis identified lactate dehydrogenase, C-reactive protein, and beta-D-glucan as risk factors; however, consolidation volume remained independently associated with MCE after adjustment (odds ratio: 1.33, 95% confidence interval 1.11-1.59, p < 0.001). Receiver operating characteristic analysis of consolidation volume for predicting MCE showed an area under the curve of 0.89 (p < 0.001). Kaplan-Meier analysis revealed significantly lower MCE-free survival in patients with consolidation volumes ≥ 1.4% (p < 0.001; log-rank test).
Conclusion:
In PCP patients with rheumatic diseases, QCT-derived consolidation volume is a strong predictor of severe outcomes.
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