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DOI 10.1016/j.ejro.2022.100442

Медицинская библиотека · European journal of radiology open · 2022

Semiautomatic assessment of respiratory dynamics using cine MRI in chronic obstructive pulmonary disease.

Sato Hirotaka, Kawata Naoko, Shimada Ayako, Iwao Yuma, Ye Chen, Masuda Yoshitada, Haneishi Hideaki, Tatsumi Koichiro, Suzuki Takuji

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Аннотация

PURPOSE: The quantitative assessment of impaired lung motions and their association with the clinical characteristics of COPD patients is challenging. The aim of this study was to measure respiratory kinetics, including asynchronous movements, and to analyze the relationship between lung area and other clinical parameters.

MATERIALS AND

METHODS

This study enrolled 10 normal control participants and 21 COPD patients who underwent dynamic MRI and pulmonary function testing (PFT). The imaging program was implemented using MATLAB®. Each lung area was detected semi-automatically on a coronal image (imaging level at the aortic valve) from the inspiratory phase to the expiratory phase. The Dice index of the manual measurements was calculated, with the relationship between lung area ratio and other clinical parameters, including PFTs then evaluated. The asynchronous movements of the diaphragm were also evaluated using a sagittal image.

RESULTS

The Dice index for the lung region using the manual and semi-automatic extraction methods was high (Dice index = 0.97 ± 0.03). A significant correlation was observed between the time corrected lung area ratio and percentage of forced expiratory volume in 1 s (FEV1%pred) and residual volume percentage (RV%pred) (r = -0.54, p = 0.01, r = 0.50, p = 0.03, respectively). The correlation coefficient between each point of the diaphragm in the group with visible see-saw like movements was significantly lower than that in the group without see-saw like movements (value = -0.36 vs 0.95, p = 0.001).

CONCLUSION

Semi-automated extraction of lung area from Cine MRI might be useful for detecting impaired respiratory kinetics in patients with COPD.

Для цитирования: Sato Hirotaka, Kawata Naoko, Shimada Ayako, Iwao Yuma, Ye Chen, Masuda Yoshitada, Haneishi Hideaki, Tatsumi Koichiro, Suzuki Takuji. Semiautomatic assessment of respiratory dynamics using cine MRI in chronic obstructive pulmonary disease.. European journal of radiology open. 2022. DOI: 10.1016/j.ejro.2022.100442.
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