14 April 2005 Estimation of regional lung expansion via 3D image registration
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Abstract
A method is described to estimate regional lung expansion and related biomechanical parameters using multiple CT images of the lungs, acquired at different inflation levels. In this study, the lungs of two sheep were imaged utilizing a multi-detector row CT at different lung inflations in the prone and supine positions. Using the lung surfaces and the airway branch points for guidance, a 3D inverse consistent image registration procedure was used to match different lung volumes at each orientation. The registration was validated using a set of implanted metal markers. After registration, the Jacobian of the deformation field was computed to express regional expansion or contraction. The regional lung expansion at different pressures and different orientations are compared.
© (2005) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Yan Pan, Yan Pan, Dinesh Kumar, Dinesh Kumar, Eric A. Hoffman, Eric A. Hoffman, Gary E. Christensen, Gary E. Christensen, Geoffrey McLennan, Geoffrey McLennan, Joo Hyun Song, Joo Hyun Song, Alan Ross, Alan Ross, Brett A. Simon, Brett A. Simon, Joseph M. Reinhardt, Joseph M. Reinhardt, } "Estimation of regional lung expansion via 3D image registration", Proc. SPIE 5746, Medical Imaging 2005: Physiology, Function, and Structure from Medical Images, (14 April 2005); doi: 10.1117/12.596617; https://doi.org/10.1117/12.596617
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