Method for determining a myocardial extracellular volume fraction, processing system, medical imaging device, computer program and computer-readable storage medium

Patent metadata

Field	Value
Publication number	US-12536662-B2
Application number	US-202318457736-A
Country	US
Kind code	B2
Filing date	Aug 29, 2023
Priority date	Aug 30, 2022
Publication date	Jan 27, 2026
Grant date	Jan 27, 2026

Abstract

A computer-implemented method comprises: receiving a measurement data set, the measurement data set including energy resolved data based on a computed tomography scan of the patient; reconstructing a morphology preserving image data set based on a first photon-energy band or a first combination of photon-energy bands described by the measurement data set; segmenting a blood pool within a myocardium in the morphology preserving image data set; reconstructing a contrast agent map based on a second photon-energy band or a second combination of photon-energy bands described by the measurement data set; determining a reference value based on at least one pixel or voxel of the contrast agent map within the segmented blood pool; and determining a respective myocardial extracellular volume fraction depending on the reference value and a value given for at least one respective pixel or voxel outside the segmented blood pool by the contrast agent map.

First claim

What is claimed is:

1 . A computer-implemented method for determining at least one myocardial extracellular volume fraction for a patient, the computer-implemented method comprising:
receiving a measurement data set, the measurement data set including energy resolved data based on a computed tomography scan of the patient; reconstructing a morphology preserving image data set based on a first photon-energy band or a first combination of photon-energy bands described by the measurement data set; segmenting a blood pool within a myocardium in the morphology preserving image data set; reconstructing a contrast agent map based on a second photon-energy band or a second combination of photon-energy bands described by the measurement data set; determining a reference value based on at least one pixel or voxel of the contrast agent map within the segmented blood pool; and determining a respective myocardial extracellular volume fraction depending on the reference value and a value given for at least one respective pixel or voxel outside the segmented blood pool by the contrast agent map.

2 . The computer-implemented method according to claim 1 , wherein the measurement data set is based on a photon-counting computed tomography scan.

3 . The computer-implemented method according to claim 2 , wherein at least one of
the myocardium is segmented in the morphology preserving image data set, a respective myocardial extracellular volume fraction is only determined for pixels or voxels within the segmented myocardium, or an extracellular volume image data set is generated, the extracellular volume image data set including the respective myocardial extracellular volume fraction for each respective pixel or voxel within the segmented myocardium and either a fixed value or a value exclusively based on the morphology preserving image data set for each pixel or voxel outside the segmented myocardium.

4 . The computer-implemented method according to claim 1 , wherein at least one of
the myocardium is segmented in the morphology preserving image data set, a respective myocardial extracellular volume fraction is only determined for pixels or voxels within the segmented myocardium, or an extracellular volume image data set is generated, the extracellular volume image data set including the respective myocardial extracellular volume fraction for each respective pixel or voxel within the segmented myocardium and either a fixed value or a value exclusively based on the morphology preserving image data set for each pixel or voxel outside the segmented myocardium.

5 . The computer-implemented method according to claim 4 , wherein the second photon-energy band or the second combination of photon-energy bands includes at least one photon energy that is higher than a highest photon energy in the first photon-energy band or the first combination of photon-energy bands.

6 . The computer-implemented method according to claim 4 , wherein
the contrast agent map is based on the second combination of photon-energy bands, the second combination of photon-energy bands includes at least one photon-energy band that does not overlap with the first photon-energy band or any photon-energy band of the first combination of photon-energy bands.

7 . The computer-implemented method according to claim 4 , wherein the at least one myocardial extracellular volume fraction is determined from energy resolved data based on exactly one computed tomography scan of the patient forming the measurement data set and a hematocrit value, and wherein no other input data other than the measurement data set and the hematocrit value is used.

8 . The computer-implemented method according to claim 1 , wherein the reference value is determined based on an average or median of multiple pixels or voxels of the contrast agent map within the segmented blood pool.

9 . The computer-implemented method according to claim 8 , wherein the reference value is determined based on an average or median of all pixels or voxels of the contrast agent map within the segmented blood pool.

10 . The computer-implemented method according to claim 1 , wherein the measurement data set includes energy resolved data based on a computed tomography scan of the patient performed at least 2 minutes or at most 6 minutes after start of a contrast agent injection.

11 . The computer-implemented method according to claim 1 , wherein an average photon energy in the first photon-energy band or in the first combination of photon-energy bands is less than 70 keV or less than 50 keV.

12 . The computer-implemented method according to claim 1 , wherein the second photon-energy band or the second combination of photon-energy bands includes at least one photon energy that is higher than a highest photon energy in the first photon-energy band or the first combination of photon-energy bands.

13 . The computer-implemented method according to claim 1 , wherein
the contrast agent map is based on the second combination of photon-energy bands, the second combination of photon-energy bands includes at least one photon-energy band that does not overlap with the first photon-energy band or any photon-energy band of the first combination of photon-energy bands.

14 . The computer-implemented method according to claim 1 , wherein the at least one myocardial extracellular volume fraction is determined from energy resolved data based on exactly one computed tomography scan of the patient forming the measurement data set and a hematocrit value, and wherein no other input data other than the measurement data set and the hematocrit value is used.

15 . The computer-implemented method according to claim 1 , wherein
at least one of a representation of the segmented blood pool or a representation of a segmented myocardium is displayed for a user, segmentation of at least one of the blood pool or the myocardium is edited, and a respective edited segmentation is used to determine at least one of the reference value or the at least one myocardial extracellular volume fraction.

16 . A processing system, comprising:
a first interface configured to receive a measurement data set, the measurement data set including energy resolved data based on a computed tomography scan of a patient; a second interface configured to provide at least one myocardial extracellular volume fraction for the patient; and a computation unit configured to implement the computer-implemented method of claim 1 .

17 . A medical imaging device comprising:
an energy resolving computed tomography scanner; and the processing system of claim 16 .

18 . A non-transitory computer-readable storage medium storing computer-executable instructions that, when executed by at least one processor at a processing system, cause the processing system to perform the computer-implemented method of claim 1 .

19 . The computer-implemented method according to claim 1 , wherein the measurement data set includes energy resolved data based on a computed tomography scan of the patient performed at least 3 minutes or at most 5 minutes after start of a contrast agent injection.

20 . The computer-implemented method according to claim 1 , wherein
at least one of a representation of an outline of the segmented blood pool in the morphology preserving image data set or a representation of an outline of a segmented myocardium in the morphology preserving image data set is displayed for a user, segmentation of at least one of the blood pool or the myocar

Assignees

• Siemens Healthineers Ag

Inventors

• Wels Michael
• Ayman Suha
• Schoebinger Max
• Allmendinger Thomas
• Klotz Ernst
• Schmidt Bernhard

Classifications

• G06T2207/30048

  Heart; Cardiac · CPC title

• G06T2207/10081

  Computed x-ray tomography [CT] · CPC title

• A61B6/482

  involving multiple energy imaging · CPC title

• A61B6/481

  involving the use of contrast agents · CPC title

• G06T11/003

  Physics · mapped topic