Method and system for using computed tomography to test pulmonary function
Computed axial tomography images of different respiratory phases of lungs are obtained, where the intensity of the image measures lung density. One image is deformed to the coordinate space of the other image, and the differences between the intensity values of the other image as compared to the mapped image are evaluated as measures of ventilation.
1. A method for quantifying pulmonary ventilation, comprising:
obtaining via a computed axial tomography (CT) device images of a lung in first and second respiratory phases;
deforming an image of the first respiratory phase to an image of the second respiratory phase, said deforming using deformable image registration algorithm; and
quantifying differences in density of corresponding anatomical areas of the lung between the deformed first phase image and the second phase image as a measure of pulmonary ventilation between said first and second respiratory phases.
2. The method of claim 1 , wherein the quantified differences in lung density are measured by image intensity.
3. The method of claim 1 , wherein the deformable image registration algorithm is not driven by minimizing differences in image intensity.
4. The method of claim 1 , further comprising smoothing the differences between the deformed first phase image and the second phase image before quantifying the differences.
5. The method of claim 1 , wherein said first phase is an exhale phase and said second phase is an inhale phase.
6. The method of claim 1 , wherein the deforming is accomplished using a transformation that maps a coordinate space of the first phase image to a coordinate space of the second phase image.
7. The method of claim 6 , wherein the quantifying is accomplished by evaluating the differences between image intensity values in the coordinate space of the second phase image as compared to the mapped first phase image.
8. A system for quantifying pulmonary ventilation, comprising:
means for obtaining computed axial tomography (CT) of a lung in first and second respiratory phases;
means for deforming an image of the first respiratory phase to an image of the second respiratory phase, said deforming using deformable image registration algorithm; and
means for quantifying differences in density of corresponding anatomical areas of the lung between the deformed first phase image and the second phase image as a measure of pulmonary ventilation between said first and second respiratory phases.
9. The system of claim 8 , wherein the quantified differences in lung density are measured by image intensity.
10. The system of claim 9 , wherein the deformable image registration algorithm is not driven by minimizing differences in image intensity.
11. The system of claim 8 , further comprising means for smoothing the differences between the deformed first phase image and the second phase image before quantifying the differences.
12. The system of claim 8 , wherein said first phase is an exhale phase and said second phase is an inhale phase.
13. The system of claim 8 , wherein the deforming means uses a transformation that maps a coordinate space of the first phase image to a coordinate space of the second phase image.
14. The system of claim 13 , wherein the quantifying means evaluates the differences between image intensity values in the coordinate space of the second phase image as compared to the mapped first phase image.