Real-time Elastic Registration to Determine Temporal Evolution of Internal Tissues for Image-Guided Interventions

• US 20070167784A1
• Filed: 12/12/2006
• Published: 07/19/2007
• Est. Priority Date: 12/13/2005
• Status: Abandoned Application

• Current Assignee: University of Maryland Baltimore County (University of Maryland)
• Original Assignee: University of Maryland Baltimore County (University of Maryland)
• Inventors: Dandekar, Omkar, Shekhar, Raj, Castro-Pareja, Carlos
• Application Number:
  US11/609,458
• Publication Number:
  US 20070167784A1
• Time in Patent Office: Days
• US Class Current: 600/443
• CPC Class Codes: A61B 6/032 Transmission computed tomography [CT]
• CPC Class Codes: A61B 6/5247 combining images from an ionising-radiation diagnostic technique and a non-ionising radiation diagnostic technique, e.g. X-ray and ultrasound
• CPC Class Codes: A61B 8/08 Detecting organic movements or changes, e.g. tumours, cysts, swellings A61B8/02 - A61B8/06 take precedence
• CPC Class Codes: A61B 8/483 involving the acquisition of a 3D volume of data
• CPC Class Codes: A61B 8/5238 for combining image data of patient, e.g. merging several images from different acquisition modes into one image for image registration algorithms G06T7/30
• CPC Class Codes: G06T 2207/30004 Biomedical image processing
• CPC Class Codes: G06T 7/33 using feature-based methods
• CPC Class Codes: G06T 7/35 using statistical methods

Abstract

Techniques for indicating arrangement of moving target tissue in a living body include receiving first scan data based at least in part on a first mode of measuring with high spatial resolution over a first duration at a first time. Also received is second scan data representing a scan of the living body based at least in part on a second mode of measuring at a second time. The second mode can be different with a second duration and a repeat rate greater than a repeat rate for the first scan data. An elastic transform is determined that registers the first scan data elastically to the second scan data. A particular spatial arrangement of the moving target tissue is indicted based on the elastic transform. These techniques can be used to update a pre-intervention plan and highlight target detail by registering pre-intervention data to second scan data during the intervention.

Claims

1. A method for indicating current disposition of moving target tissue in a living body, comprising:

receiving high spatial resolution scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution over a first mode measurement duration, wherein a repeat rate for repeatedly obtaining the high spatial resolution scan data based on the first mode of measuring the living body over a treatment period of time for treating the living body is limited to be no greater than a first repeat rate;

receiving high temporal resolution scan data representing a scan of the living body based at least in part on a different second mode of measuring the living body over a second mode measurement duration, wherein a repeat rate for repeatedly obtaining the high temporal resolution scan data based on the second mode of measuring the living body over the treatment period of time is greater than the first repeat rate;

determining an elastic transform that registers the high spatial resolution scan data elastically to the high temporal resolution scan data; and

indicating a current spatial arrangement of a moving target tissue in the living body during the second mode measurement duration based on the elastic transform,

wherein the moving target tissue changes over the treatment period among a plurality of spatial arrangements of the moving target tissue that are significantly different for treatment of the target tissue.

2. A method as recited in claim 1, wherein the second mode of measuring the living body is three dimensional ultrasound.

3. A method as recited in claim 1, wherein the second mode of measuring the living body is two-dimensional computer-aided low dose X-ray tomography (CT).

4. A method as recited in claim 1, wherein the first mode of measuring the living body is two-dimensional computer-aided full-dose X-ray tomography (CT).

5. A method as recited in claim 1, wherein the first mode of measuring the living body is two-dimensional nuclear magnetic resonance imaging (MRI).

6. A method as recited in claim 1, wherein the first mode of measuring the living body is two-dimensional positron emission tomography (PET) imaging.

7. A method as recited in claim 1, wherein the moving target tissue is a human prostate.

8. A method as recited in claim 1, wherein the moving target tissue is a human lung tumor.

9. A method as recited in claim 1, wherein the moving target tissue is a human liver lesion.

10. A method as recited in claim 1, said step of determining the elastic transform further comprising employing an elastic registration algorithm implemented at least in part in hardware, wherein said step of registering the high spatial resolution scan data to the high temporal resolution scan data is performed within a registration time interval short compared to an inverse of the first repeat rate.

11. A method as recited in claim 1, said step of receiving high spatial resolution data further comprising the steps of:

receiving first scan data based on the first mode of measuring the living body; and

preprocessing the first scan data to produce the high spatial resolution scan data with greater similarity to the high temporal resolution scan data than the first scan data.

12. A method as recited in claim 11, wherein:

said step of receiving high spatial resolution data further comprises the step of receiving boundary data that describes a boundary between the moving target tissue and other tissue in the living body; and

said step of preprocessing the first scan data further comprises preprocessing the first scan data based at least in part on the boundary data.

13. A method as recited in claim 12, said step of preprocessing the first scan data further comprising cropping the first data based at least in part on the boundary data to remove portions of the first scan data that correspond to portions of the living body that are not evident in the high temporal resolution scan data.

14. A method as recited in claim 12, said step of preprocessing the first scan data further comprising the steps of:

determining an average intensity value for all scan elements within the boundary; and

replacing the intensity values of all scan elements within the boundary with the average intensity value.

15. A method as recited in claim 12, said step of preprocessing the first scan data further comprising the step of applying an anisotropic diffusion filtering process for smoothing intensity values of scan elements.

16. A method as recited in claim 2, said step of receiving high temporal resolution scan data further comprising removing speckle in ultrasound data from the three-dimensional ultrasound second mode of measuring the living body.

17. A method as recited in claim 1, said step of determining the elastic transform further comprising using a sub-volume division based method for non-rigid spatial registration.

18. A method as recited in claim 1, said step of determining the elastic transform further comprising using a modified three dimensional Chain Mail algorithm to reduce folding artifacts.

19. A method as recited in claim 1, said step of determining the elastic transform further comprising maximizing a measure of mutual information.

20. A method as recited in claim 1, further comprising applying treatment to the target tissue based at least in part on the current spatial arrangement of the moving target tissue.

21. A method as recited in claim 20, said step of applying treatment to the target tissue based at least in part on the current spatial arrangement of the moving target tissue further comprising producing a three dimensional rendering of a volume in a vicinity of the target tissue.

22. A method as recited in claim 1, wherein the first mode measurement duration is before the treatment period of time, and the second mode measurement duration is during the treatment period of time.

23. A method as recited in claim 22, said step of indicating a current spatial arrangement of the moving target tissue further comprising indicating the current spatial arrangement of the moving target tissue during the treatment period of time.

24. A method as recited in claim 1, wherein the treatment is an intervention, such as a surgery or probe insertion.

25. A method for indicating disposition of moving target tissue in a living body, comprising:

receiving first scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution at a first measurement time;

receiving second scan data representing a scan of the living body based at least in part on a second mode of measuring the living body at a different second measurement time, wherein a moving target tissue in the living body changes from the first measurement time to the second measurement time in a way that is significantly different for treatment of the target tissue;

determining an elastic transform that registers the first scan data elastically to the second scan data; and

indicating a particular spatial arrangement of the moving target tissue in the living body at a particular time between the first measurement time and the second measurement time by interpolating the elastic transform.

26. A method as recited in claim 25, further comprising applying treatment to the target tissue based at least in part on the particular spatial arrangement of the moving target tissue.

27. A method as recited in claim 25, wherein the second mode is the same as the first mode.

28. A method as recited in claim 25, wherein the second mode and the first mode are computer aided X-ray tomography measurements.

29. A method as recited in claim 25, wherein the moving target tissue in the living body changes from the first measurement time to the second measurement time as part of a repeated physiological cycle.

30. An apparatus for indicating current disposition of moving target tissue in a living body, comprising:

means for receiving high spatial resolution scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution, wherein a repeat rate for repeatedly obtaining the high spatial resolution scan data based on the first mode of measuring the living body over a period of time for treating the living body is limited to be no greater than a first repeat rate;

means for receiving high temporal resolution scan data representing a scan of the living body based at least in part on a different second mode of measuring the living body over a second mode measurement duration, wherein a repeat rate for repeatedly obtaining the high temporal resolution scan data based on the second mode of measuring the living body over the period of time is greater than the first repeat rate;

means for determining an elastic transform that registers the high spatial resolution scan data elastically to the high temporal resolution scan data; and

means for indicating a current spatial arrangement of a moving target tissue in the living body during the second mode measurement time based on the elastic transform, wherein the moving target tissue changes over time among a plurality of spatial arrangements of the moving target tissue that are significantly different for treatment of the target tissue.

31. An apparatus for indicating disposition of moving target tissue in a living body, comprising:

means for receiving first scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution at a first measurement time;

means for receiving second scan data representing a scan of the living body based at least in part on a second mode of measuring the living body at a different second measurement time, wherein a moving target tissue in the living body changes from the first measurement time to the second measurement time in a way that is significantly different for treatment of the target tissue;

means for determining an elastic transform that registers the first scan data elastically to the second scan data; and

means for indicating a particular spatial arrangement of the moving target tissue in the living body at a particular time between the first measurement time and the second measurement time by interpolating the elastic transform.

32. A computer-readable medium carrying one or more sequences of instructions for indicating disposition of moving target tissue in a living body, wherein execution of the one or more sequences of instructions by one or more processors causes the one or more processors to perform the steps of:

receiving high spatial resolution scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution, wherein a repeat rate for repeatedly obtaining the high spatial resolution scan data based on the first mode of measuring the living body over a period of time for treating the living body is limited to be no greater than a first repeat rate;

receiving high temporal resolution scan data representing a scan of the living body based at least in part on a different second mode of measuring the living body over a second mode measurement duration, wherein a repeat rate for repeatedly obtaining the high temporal resolution scan data based on the second mode of measuring the living body over the period of time is greater than the first repeat rate;

determining an elastic transform that registers the high spatial resolution scan data elastically to the high temporal resolution scan data; and

indicating a current spatial arrangement of a moving target tissue in the living body during the second mode measurement duration based on the elastic transform, wherein the moving target tissue changes over time among a plurality of spatial arrangements of the moving target tissue that are significantly different for treatment of the target tissue.

33. A computer-readable medium carrying one or more sequences of instructions for indicating disposition of moving target tissue in a living body, wherein execution of the one or more sequences of instructions by one or more processors causes the one or more processors to perform the steps of:

receiving first scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution at a first measurement time;

receiving second scan data representing a scan of the living body based at least in part on a second mode of measuring the living body at a different second measurement time, wherein a moving target tissue in the living body changes from the first measurement time to the second measurement time in a way that is significantly different for treatment of the target tissue;

determining an elastic transform that registers the first scan data elastically to the second scan data; and

indicating a particular spatial arrangement of the moving target tissue in the living body at a particular time between the first measurement time and the second measurement time by interpolating the elastic transform.

34. An apparatus for indicating disposition of moving target tissue in a living body, comprising:

a logic circuit configured for determining an elastic transform that registers a first scan elastically to a second scan in a time short compared to a duration for a first mode of measuring the living body;

a processor;

a computer readable medium carrying one or more sequences of instructions, wherein execution of the one or more sequences of instructions by the processor causes the processor to perform the steps of

receiving high spatial resolution scan data representing a scan of a living body based at least in part on the first mode of measuring the living body with high spatial resolution, wherein a repeat rate for repeatedly obtaining the high spatial resolution scan data based on the first mode of measuring the living body over a period of time for treating the living body is limited to be no greater than a first repeat rate;

receiving high temporal resolution scan data representing a scan of the living body based at least in part on a different second mode of measuring the living body over a second mode measurement duration, wherein a repeat rate for repeatedly obtaining the high temporal resolution scan data based on the second mode of measuring the living body over the period of time is greater than the first repeat rate;

invoking the logic circuit for determining an elastic transform that registers the high spatial resolution scan data to the high temporal resolution scan data; and

indicating a current spatial arrangement of a moving target tissue in the living body during the second mode measurement duration, wherein the moving target tissue changes over time among a plurality of spatial arrangements of the moving target tissue that are significantly different for treatment of the target tissue.

35. An apparatus for indicating disposition of moving target tissue in a living body, comprising:

a logic circuit configured for determining an elastic transform that registers a first scan elastically to a second scan in a time short compared to a measurement duration for a first mode of measuring a living body;

a processor;

a computer readable medium carrying one or more sequences of instructions, wherein execution of the one or more sequences of instructions by the processor causes the processor to perform the steps of

receiving first scan data representing a scan of a living body based at least in part on a first mode of measuring the living body with high spatial resolution at a first measurement time;

receiving second scan data representing a scan of the living body based at least in part on a second mode of measuring the living body at a different second measurement time, wherein a moving target tissue in the living body changes from the first measurement time to the second measurement time in a way that is significantly different for treatment of the target tissue;

invoking the logic circuit to determine an elastic transform that registers the first scan data elastically to the second scan data; and

indicating a particular spatial arrangement of the moving target tissue in the living body at a particular time between the first measurement time and the second measurement time by interpolating the elastic transform.