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Updated: Jan 16, 2026

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
Published on: December 19, 2020
Extent of pulmonary involvement on admission predicts long-term pulmonary and muscular sequelae of COVID-19: A
Takashi Shimada1, Naoya Tanabe2, Shotaro Chubachi1
1Division of Pulmonary Medicine, Department of Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan.
Background:
Studies on the association between chest computed tomography (CT) findings of extensive pulmonary involvement and long-term pulmonary and extrapulmonary coronavirus disease 2019 (COVID-19) sequelae are lacking. This study aimed to investigate the relationship between the severity of pneumonia on admission and residual pulmonary and extrapulmonary complications at three months post-hospitalization.
Methods:
Using data from the Japan COVID-19 Task Force database, we conducted quantitative analysis of CT scans of 164 patients obtained at admission and three months later. The parameters included pneumonia volume, total lung volume, and area and density of the pectoralis muscle (PM), subcutaneous and epicardial adipose tissue, and vertebral bone density.
Results:
Patients with extensive pneumonia on admission had high residual pneumonia volumes, reduced lung volumes, and decreased area and density of PM at three months. No significant differences were observed in the adipose tissue or bone parameters. The severity of pneumonia at admission was independently associated with PM atrophy.
Conclusions:
CT-based quantification of pneumonia extent during the acute phase of COVID-19 may be useful in predicting long-term pulmonary sequelae and muscle wasting. This approach may allow the objective evaluation of Long COVID and facilitate the identification of potential therapeutic targets.
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