Combination of temporally resolved angiographic images with a spatially resolved angiographic image

Patent metadata

Field	Value
Publication number	US-11410353-B2
Application number	US-201816767613-A
Country	US
Kind code	B2
Filing date	Nov 29, 2018
Priority date	Nov 29, 2017
Publication date	Aug 9, 2022
Grant date	Aug 9, 2022

Abstract

The invention provides for a medical imaging system ( 100, 300 ) comprising a processor ( 106 ) for controlling the medical imaging system. Execution of machine executable instructions ( 112 ) causes the processor to receive ( 200 ) a static angiographic image ( 114 ) of a region of interest ( 322 ), receive ( 202 ) a time series of angiographic images ( 116, 116 ′) of the region of interest, construct ( 204 ) an image mask ( 118 ) using the static angiographic image, determine ( 206 ) a time dependent signal ( 120 ) for each voxel within the image mask using the time series of angiographic images, construct ( 208 ) a composite angiographic image by: assigning ( 210 ) a fill time ( 126 ) to each voxel within the image mask using an extremum ( 124 ) of the time dependent signal if the extremum deviates from an average of the time dependent signal more than a predetermined threshold, and identifying ( 212 ) voxels within the image mask as being unfilled voxels.

First claim

The invention claimed is:

1. A medical imaging system comprising:
a memory storing machine executable instructions; and
a processor for controlling the medical imaging system, wherein execution of the machine executable instructions causes the processor to:
receive a static angiographic image of a region of interest, wherein the region of interest comprises voxels;
receive a time series of angiographic images of the region of interest;
construct an image mask using the static angiographic image, wherein the image mask is an identification of voxels within the region of interest;
determine a time dependent signal for each voxel within the image mask using the time series of angiographic images; and
construct a composite angiographic image by:
assigning a fill time to each voxel within the image mask using an extremum of the time dependent signal if the extremum deviates from an average of the time dependent signal more than a predetermined threshold; and
identifying voxels within the image mask as being unfilled voxels if the extremum deviates from the average of the time dependent signal less than the predetermined threshold; and
rendering the composite angiographic image such that a measure for the fill time is displayed in the composite angiographic image.

2. The medical imaging system of claim 1 , wherein the static angiographic image is a Time-Of-Flight (TOF) magnetic resonance angiographic image, and wherein the time series of angiographic images is a time series of Arterial Spin Labeling magnetic resonance angiographic images.

3. The medical imaging system of claim 2 , wherein execution of the machine executable instructions further cause the processor to:
provide the static angiographic image by reconstructing the static angiographic image from Time-Of-Flight magnetic resonance data; and
provide the time series of angiographic images by reconstructing the time series of angiographic images from Arterial Spin Labeling magnetic resonance data.

4. The medical imaging system of claim 3 , wherein the medical imaging system further comprises a magnetic resonance imaging system, wherein the memory further comprises pulse sequence commands configured for controlling the magnetic resonance imaging system to acquiring the TOF magnetic resonance data according to a Time of Flight magnetic resonance angiography protocol, wherein the pulse sequence commands are further configured to control the magnetic resonance imaging system to acquire the ASL magnetic resonance data according to an Arterial Spin Labeling magnetic resonance angiography protocol, wherein execution of the machine executable instructions further cause the processor to:
control the magnetic resonance imaging system with the pulse sequence commands to acquire the TOF magnetic resonance data, and
control the magnetic resonance imaging system with the pulse sequence commands to acquire the ASL magnetic resonance data.

5. The medical imaging system of claim 4 , wherein the Arterial Spin Labeling magnetic resonance angiography protocol is a selective Arterial Spin Labeling magnetic resonance angiography protocol.

6. The medical imaging system of claim 1 , wherein any one of the following:
the static angiographic image is a magnetic resonance angiographic image or a CT angiographic image;
the time series of angiographic images are a time series of magnetic resonance angiographic images or a time series of CT angiographic images; and
combinations thereof.

7. The medical imaging system of claim 1 , wherein execution of the machine executable instructions causes the processor to identify an anomalous flow and/or anomalous vascular structure using the composite angiographic image, the static angiographic image, and the time series of angiographic images as input to a trained pattern recognition algorithm.

8. The medical imaging system of claim 1 , wherein the composite image is rendered one of the following ways:
the composite angiographic image is rendered as an animation showing filling of voxels within the image mask as a function of the fill time; and
the composite angiographic image is rendered as an image with a grey scale, a false color scale, or a brightness indicating the fill time of voxels within the image mask.

9. The medical imaging system of claim 1 , wherein execution of the machine executable instructions further causes the processor to:
determine the time dependent signal for each voxel outside of the image mask using the time series of angiographic images; and
identify voxels outside of the image mask as anomalous voxels if the extremum of the time dependent signal deviates from the average of the time dependent signal more than the predetermined threshold.

10. The medical imaging system of claim 9 , wherein execution of the machine executable instructions further causes the processor to mark the anomalous voxels in the composite angiographic image.

11. The medical imaging system of claim 1 , wherein execution of the machine executable instructions further causes the processor to mark the unfilled voxels in the composite angiographic image.

12. The medical imaging system of claim 1 , wherein execution of the machine executable instructions further causes the processor to perform any one of the following:
register the time series of angiographic images with one another;
register the static angiographic image with the time series of angiographic images; and
combinations thereof.

13. The medical imaging system of claim 1 , wherein the static angiographic image divides the region of interest into a first set of voxels with a first resolution and a first slice thickness, wherein the time series of angiographic images divides the region of interest into a second set of voxels with a second resolution and a second slice thickness, and wherein execution of the machine executable instructions further causes the processor to interpolate one of the first set of voxels or the second set of voxels such that the first resolution matches the second resolution and the first slice thickness matches the second slice thickness.

14. A non-transitory computer readable medium comprising machine executable instructions for execution by a processor controlling a medical imaging system, wherein execution of the machine executable instructions causes the processor to:
receive a static angiographic image of a region of interest, wherein the region of interest comprises voxels;
receive a time series of angiographic images of the region of interest;
construct an image mask using the static angiographic image, wherein the image mask is an identification of voxels within the region of interest;
determine a time dependent signal for each voxel within the image mask using the time series of angiographic images; and
construct a composite angiographic image by:
assigning a fill time to each voxel within the image mask using an extremum of the time dependent signal if the extremum deviates from an average of the time dependent signal more than a predetermined threshold; and
identifying voxels within the image mask as being unfilled voxels if the extremum deviates from the average of the time dependent signal less than the predetermined threshold.

15. A method of medical imaging, wherein the method comprises:
receiving a static angiographic image of a region of interest, wherein the region of interest comprises voxels;
receiving a time series of angiographic images of the region of interest;
constructing an image mask using the static angiographic image, wherein the image mask is an identification of voxels within the region of interest;
det

Assignees

• Koninklijke Philips Nv

Inventors

• Helle Michael Gunter
• Lindner Thomas

Classifications

• G06T12/30 Primary

  Image post-processing, e.g. metal artefact correction · CPC title

• G06T15/08

  Volume rendering · CPC title

• G01R33/5608

  Data processing and visualization specially adapted for MR, e.g. for feature analysis and pattern recognition on the basis of measured MR data, segmentation of measured MR data, edge contour detection on the basis of measured MR data, for enhancing measured MR data in terms of signal-to-noise ratio by means of noise filtering or apodization, for enhancing measured MR data in terms of resolution by means for deblurring, windowing, zero filling, or generation of gray-scaled images, colour-coded images or images displaying vectors instead of pixels (image data processing or generation, in general G06T) · CPC title

• G06T5/50

  using two or more images, e.g. averaging or subtraction · CPC title

• G06T11/60 Primary

  Creating or editing images; Combining images with text · CPC title