Image analysis apparatus, method, and program

1. An image analysis apparatus that analyzes, based on a series of three-dimensional images of lungs at different time phases, a three-dimensional distribution of ventilation volume of the lungs, the apparatus comprising:

a lung region extraction unit that extracts a lung region from each of the three-dimensional images;

an alignment unit that aligns the lung regions between the series of three-dimensional images and calculates a displacement vector field in the lung region;

a function calculation unit that calculates a local ventilation volume function representing a temporal change in ventilation volume at each point in the displacement vector field in each of the three-dimensional images based on the displacement vector field; and

a quantification unit that quantifies a difference between the local ventilation volume function and a benchmark ventilation volume function serving as a reference and calculates a quantitative value representing the difference.

2. The image analysis apparatus as claimed in claim 1 , wherein the quantification unit calculates a difference function representing a difference between the local ventilation volume function and the benchmark ventilation volume function as the quantitative value.

3. The image analysis apparatus as claimed in claim 1 , wherein the quantification unit calculates a difference function representing a difference between the local ventilation volume function and the benchmark ventilation volume function, and calculates an integration value of absolute values of ventilation volumes or a maximum value of the absolute values of the difference function as the quantitative value.

4. The image analysis apparatus as claimed in claim 1 , wherein the quantification unit calculates a difference in time to reach a predetermined ventilation volume between the local ventilation volume function and the benchmark ventilation volume function as the quantitative value.

5. The image analysis apparatus as claimed in claim 1 , wherein the apparatus further comprises a display control unit that visualizes the quantitative value on the three-dimensional images displayed or on two-dimensional images obtained from the three-dimensional images.

6. The image analysis apparatus as claimed in claim 5 , wherein the display control unit visualizes the quantitative value by mapping the quantitative value on each point in the displacement vector field in each of the three-dimensional images or each of the two-dimensional images.

7. The image analysis apparatus as claimed in claim 1 , wherein the alignment unit performs the alignment by a non-rigid registration method.

8. The image analysis apparatus as claimed in claim 1 , wherein the alignment unit performs the alignment based on a correlation between the three-dimensional images.

9. The image analysis apparatus as claimed in claim 1 , wherein the three-dimensional images are generated from CT images or MRI images.

10. The image analysis apparatus as claimed in claim 1 , wherein the quantification unit quantifies the difference after normalizing the local ventilation volume function and the benchmark ventilation volume function in a time axis direction.

11. The image analysis apparatus as claimed in claim 1 , wherein the quantification unit quantifies the difference after normalizing the local ventilation volume function and the benchmark ventilation volume function by a maximum value of the local ventilation volume function or the benchmark ventilation volume function.

12. The image analysis apparatus as claimed in claim 1 , wherein the benchmark ventilation volume function is a function representing a volume change in the entire lungs of the same subject as that for which the three-dimensional images are obtained, a vital capacity function of the same subject, a function representing a volume change in a partial region of the lungs of the same subject, a ventilation volume function calculated based on many healthy persons, or a ventilation volume function calculated mathematically.

13. An image analysis method that analyzes, based on a series of three-dimensional images of lungs at different time phases, a three-dimensional distribution of ventilation volume of the lungs, the method comprising:

extracting a lung region from each of the three-dimensional images;

aligning the lung regions between the series of three-dimensional images and calculating a displacement vector field in the lung region;

calculating a local ventilation volume function representing a temporal change in ventilation volume at each point in the displacement vector field in each of the three-dimensional images based on the displacement vector field; and

quantifying a difference between the local ventilation volume function and a benchmark ventilation volume function serving as a reference and calculating a quantitative value representing the difference.

14. A non-transitory recording medium on which is recorded a program for causing a computer to perform an image analysis method that analyzes, based on a series of three-dimensional images of lungs at different time phases, a three-dimensional distribution of ventilation volume of the lungs, the program causing the computer to perform the steps of:

extracting a lung region from each of the three-dimensional images;

aligning the lung regions between the series of three-dimensional images and calculating a displacement vector field in the lung region;

calculating a local ventilation volume function representing a temporal change in ventilation volume at each point in the displacement vector field in each of the three-dimensional images based on the displacement vector field; and

quantifying a difference between the local ventilation volume function and a benchmark ventilation volume function serving as a reference and calculating a quantitative value representing the difference.