LI, Zizhao (2016) Estimation of Regional Lung Elasticity Based on Deformable Registration PRE - Research Project, ENSTA.



Fibrosis results in increased lung stiffness that induces a restrictive lung disease with decreased lung volumes on PFT. The purpose for detect fibrosis is to differentiate fibrotic and healthy lung parenchyma through assess the lung elasticity. In order to evaluate lung elasticity, this project first give a method for one target image and multi-source images lung registration using MATLAB and DROP, then calculate two measures of regional lung ventilation: the specific air volume change calculated from the Jacobian (SAJ) and the specific air volume change calculated by the corrected Jacobian (SACJ), in addition, apply the procedure on the EMPIRE 10 dataset.

Item Type:Thesis (PRE - Research Project)
Uncontrolled Keywords:Lung, image registration, ventilation, EMPIRE 10
Subjects:Information and Communication Sciences and Technologies
ID Code:6782
Deposited By:Zizhao Li
Deposited On:07 mars 2017 10:11
Dernière modification:07 mars 2017 10:11

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