Method and apparatus for evaluating a 3D image of a laterally-symmetric organ system

• US 7,724,931 B2
• Filed: 11/07/2006
• Issued: 05/25/2010
• Est. Priority Date: 11/07/2005
• Status: Expired due to Fees

• Current Assignee: Siemens Healthcare GMBH (Siemens AG)
• Original Assignee: Siemens AG
• Inventors: Schmidt, Sebastian, Kuth, Rainer
• Primary Examiner(s): Carter; Aaron W
• Application Number:
  US11/593,884
• Publication Number:
  US 20070161886A1
• Time in Patent Office: 1,295 Days
• Field of Search: 382128-132, 382/154, 382/203, 600/407
• US Class Current: 382/128
• CPC Class Codes: G06T 2207/30008 Bone
• CPC Class Codes: G06T 7/0012 Biomedical image inspection
• CPC Class Codes: G06V 10/754 involving a deformation of the sample pattern or of the reference pattern; Elastic matching

Abstract

In a method for automated evaluation of a three-dimensional map of a laterally-symmetric organ system as well as medical image acquisition system and a computer program for this purpose, a three-dimensional image of the organ system is segmented, and the segmented organ system is deformed such that the deformed organ system has two mirror-symmetric halves with regard to its external shape. The differences between both mirror-symmetrical halves of the deformed organ system are determined by a comparison of one half with the other half. Alternatively, instead of the deformation of the segmented organ system a mirror-symmetric normal model of the organ system can be deformed, relative to the organ system, or vice versa, such that differences of corresponding regions of both halves of the organ system can be determined using the normal model. The determined differences are presented to a user.

Claims

1. A method for evaluating a three-dimensional image of a laterally-symmetric organ system, comprising the steps of:

electronically segmenting a three-dimensional image of a laterally symmetric organ system, to obtain a segmented organ system;

electronically deforming said segment organ system to produce an electronically deformed organ system comprising two halves that are mirror-symmetrical with regard to their external shape;

electronically determining differences between said mirror-symmetric halves of the deformed organ system by comparing one of said halves with the other of said halves; and

visually representing the determined differences between said halves.

2. A method as claimed in claim 1 wherein the step of electronically deforming the segmented organ system comprises electronically mirroring one of the two halves of the segmented organ system and deforming the mirrored half to cause the mirrored half to correspond with the other of said halves with regard to said external shape.

3. A method as claimed in claim 2 comprising mirroring one of said two halves with respect to an automatically-determined mirror plane.

4. A method as claimed in claim 3 comprising automatically determining said mirror plane by:

extracting two-dimensional slice images from said three-dimensional image of said organ system;

determining surface focal points of the respective two-dimensional slices images; and

determining said mirror plane using said surface focal points.

5. A method as claimed in claim 1 wherein the step of electronically deforming the segmented organ system comprises mirroring one of the two halves of the segmented organ system, and deforming the other of said two halves to correspond to the mirrored half with regard to said external shape.

6. A method as claimed in claim 5 comprising mirroring one of said two halves with respect to an automatically-determined mirror plane.

7. A method as claimed in claim 6 comprising automatically determining said mirror plane by:

extracting two-dimensional slice images from said three-dimensional image of said organ system;

determining surface focal points of the respective two-dimensional slices images; and

determining said mirror plane using said surface focal points.

8. A method as claimed in claim 1 wherein the step of electronically deforming the segmented organ system comprises obtaining a mirror-symmetric normal model of the organ system and deforming the segmented organ system by adapting the segmented organ system to said mirror symmetric normal model.

9. A method as claimed in claim 1 wherein each of said mirror symmetric halves of the deformed organ system is comprised of voxels, and wherein the step of determining the differences comprises electronically comparing corresponding voxels of one of said halves with the other of said halves.

10. A method as claimed in claim 1 wherein the step of representing said differences comprises representing said differences as a subtraction image.

11. A method as claimed in claim 1 wherein the step of representing said differences comprises separately identifying said differences and differently representing the separate differences.

12. A method as claimed in claim 11 comprising separately representing said differences by differently color-coding the separate differences.

13. A method as claimed in claim 11 comprising separately identifying said differences dependent on a threshold with only regions of the organ system having differences exceeding said threshold being represented.

14. A method as claimed in claim 13 comprising allowing manual modification of said threshold.

15. A method as claimed in claim 13 comprising employing a variable threshold as said threshold, said variable threshold having a value that varies dependent on a location in the organ system.

16. A method as claimed in claim 11 comprising separately identifying at least one of regions exhibiting a smallest difference and regions exhibiting a greatest difference.

17. A method as claimed in claim 1 comprising acquiring three-dimensional image using an imaging modality selected from the group consisting of magnetic resonance tomography, x-ray computed tomography, ultrasound imaging, and optical tomography.

18. A method for evaluating a three-dimensional image of a laterally-symmetrical organ system, comprising:

electronically segmenting the organ system in the three-dimensional image;

electronically deforming a mirror-symmetrical normal model of said organ system by adapting the mirror-symmetrical normal model to said organ system in said three-dimensional image;

electronically determining corresponding regions of respective halves of the organ system using the deformed normal model, and electronically determining differences between the respective halves of the organ system by comparing said corresponding regions of the respective halves; and

visually representing the determined differences.

19. A method as claimed in claim 18 wherein each of said mirror symmetric halves of the deformed organ system is comprised of voxels, and wherein the step of determining the differences comprises electronically comparing corresponding voxels of one of said halves with the other of said halves.

20. A method as claimed in claim 18 wherein the step of representing said differences comprises representing said differences as a subtraction image.

21. A method as claimed in claim 18 wherein the step of representing said differences comprises separately identifying said differences and differently representing the separate differences.

22. A method as claimed in claim 21 comprising separately representing said differences by differently color-coding the separate differences.

23. A method as claimed in claim 21 comprising separately identifying said differences dependent on a threshold with only regions of the organ system having differences exceeding said threshold being represented.

24. A method as claimed in claim 23 comprising allowing manual modification of said threshold.

25. A method as claimed in claim 23 comprising employing a variable threshold as said threshold, said variable threshold having a value that varies dependent on a location in the organ system.

26. A method as claimed in claim 21 comprising separately identifying at least one of regions exhibiting a smallest difference and regions exhibiting a greatest difference.

27. A method as claimed in claim 18 comprising acquiring three-dimensional image using an imaging modality selected from the group consisting of magnetic resonance tomography, x-ray computed tomography, ultrasound imaging, and optical tomography.

28. A system for evaluating a three-dimensional image of a laterally-symmetric organ system, comprising:

a processor that segments a three-dimensional image of a laterally symmetric organ system, to obtain a segmented organ system, and deforms said segment organ system to produce an electronically deformed organ system comprising two halves that are mirror-symmetrical with regard to their external shape, and determines differences between said mirror-symmetric halves of the deformed organ system by comparing one of said halves with the other of said halves; and

a display connected to said processor that visually represents the determined differences between said halves.

29. A system for evaluating a three-dimensional image of a laterally-symmetrical organ system, comprising:

a processor that segments the organ system in the three-dimensional image, and deforms a mirror-symmetrical normal model of said organ system by adapting the mirror-symmetrical normal model to said organ system in said three-dimensional image, and determines corresponding regions of respective halves of the organ system using the deformed normal model, and electronically determining differences between the respective halves of the organ system by comparing said corresponding regions of the respective halves; and

a display connected to said processor that visually represents the determined differences.

30. A computer-readable medium encoded with a data structure for evaluating a three-dimensional image of a laterally-symmetric organ system, said medium being loadable into a processor and said data structure programming said processor to:

segment a three-dimensional image of a laterally symmetric organ system, to obtain a segmented organ system;

deform said segment organ system to produce an electronically deformed organ system comprising two halves that are mirror-symmetrical with regard to their external shape;

determine differences between said mirror-symmetric halves of the deformed organ system by comparing one of said halves with the other of said halves; and

cause the determined differences between said halves to be visually displayed.

31. A computer-readable medium encoded with a data structure for evaluating a three-dimensional image of a laterally-symmetrical organ system, said medium being loadable into a processor and said data structure programming said processor to:

segment the organ system in the three-dimensional image;

deform a mirror-symmetrical normal model of said organ system by adapting the mirror-symmetrical normal model to said organ system in said three-dimensional image;

determine corresponding regions of respective halves of the organ system using the deformed normal model, and electronically determining differences between the respective halves of the organ system by comparing said corresponding regions of the respective halves; and

cause the determined differences to be visually displayed.