title: A 4DCT imaging-based breathing lung model with relative hysteresis.
abstract: To reproduce realistic airway motion and airflow, the authors developed a deforming lung computational fluid dynamics (CFD) model based on four-dimensional (4D, space and time) dynamic computed tomography (CT) images. A total of 13 time points within controlled tidal volume respiration were used to account for realistic and irregular lung motion in human volunteers. Because of the irregular motion of 4DCT-based airways, we identified an optimal interpolation method for airway surface deformation during respiration, and implemented a computational solid mechanics-based moving mesh algorithm to produce smooth deforming airway mesh. In addition, we developed physiologically realistic airflow boundary conditions for both models based on multiple images and a single image. Furthermore, we examined simplified models based on one or two dynamic or static images. By comparing these simplified models with the model based on 13 dynamic images, we investigated the effects of relative hysteresis of lung structure with respect to lung volume, lung deformation, and imaging methods, i.e., dynamic vs. static scans, on CFD-predicted pressure drop. The effect of imaging method on pressure drop was 24 percentage points due to the differences in airflow distribution and airway geometry.
authors.affiliation: IIHR-Hydroscience & Engineering, The University of Iowa, Iowa City, Iowa 52242.
authors.forename: Shinjiro
authors.initials: S
authors.lastname: Miyawaki
authors.affiliation: IIHR-Hydroscience & Engineering, The University of Iowa, Iowa City, Iowa 52242.
authors.forename: Sanghun
authors.initials: S
authors.lastname: Choi
authors.affiliation: Biomedical Engineering, The University of Iowa, Iowa City, Iowa 52242; Medicine, The University of Iowa, Iowa City, Iowa 52242; Radiology, The University of Iowa, Iowa City, Iowa 52242.
authors.forename: Eric A
authors.initials: EA
authors.lastname: Hoffman
authors.affiliation: IIHR-Hydroscience & Engineering, The University of Iowa, Iowa City, Iowa 52242; Department of Mechanical and Industrial Engineering, The University of Iowa, Iowa City, Iowa 52242.
authors.forename: Ching-Long
authors.initials: CL
authors.lastname: Lin
keywords: 4DCT; image registration; multiscale; pulmonary airflow; regional ventilation; relative hysteresis