Systems and methods for correction of artificial deformation in anatomic modeling
Systems and methods are disclosed for correcting for artificial deformations in anatomical modeling. One method includes obtaining an anatomic model; obtaining information indicating a presence of an artificial deformation of the anatomic model; identifying a portion of the anatomic model associated with the artificial deformation; estimating a non-deformed local area corresponding to the portion of the anatomic model; and modifying the portion of the anatomic model associated with the artificial deformation, based on the estimated non-deformed local area.
1. A computer-implemented method of correcting anatomical modeling, the method comprising:
obtaining a plurality of patient-specific images including a vessel and a portion of myocardial tissue;
generating or receiving a vessel model based on the obtained patient-specific images;
identifying a portion of the vessel model in proximity to the portion of myocardial tissue;
determining an expected vessel size of the identified portion of the vessel model;
determining a narrowing of the vessel model by comparing a size of the identified portion of the vessel model to the determined expected vessel size; and
determining an extent of myocardial bridging, based on the narrowing of the vessel model.
2. The method of claim 1 , further including:
detecting the portion of the myocardial tissue relative to the vessel model by segmenting an image of the plurality of patient-specific images.
3. The method of claim 1 , further including:
modifying the vessel model based on the expected vessel size of the vessel model.
4. The method of claim 1 , further including:
estimating the expected vessel size by interpolating a radius between radii at multiple regions of the anatomic model, using an idealized radius, using a constant radius, using a kernel estimation, or using a database of patient data.
5. The method of claim 1 , further including:
determining a first local radiodensity of a first image of the patient-specific images;
determining a second local radiodensity of a second image of the patient-specific images; and
detecting contact between the vessel and the myocardial tissue based on a comparison of the first local radiodensity and the second local radiodensity.
6. The method of claim 3 , further including:
performing a blood flow simulation using the modified vessel model.
7. The method of claim 6 , further including:
providing a medical assessment based on the blood flow simulation.
8. A system for correcting anatomical modeling, the system comprising:
a data storage device storing instructions for correcting anatomical modeling; and
a processor configured to execute the instructions to perform a method including:
obtaining a plurality of patient-specific images including a vessel and a portion of myocardial tissue;
generating or receiving a vessel model based on the obtained patient-specific images;
identifying a portion of the vessel model in proximity to the portion of myocardial tissue;
determining an expected vessel size of the identified portion of the vessel model;
determining a narrowing of the vessel model by comparing a size of the identified portion of the vessel model to the determined expected vessel size; and
determining an extent of myocardial bridging, based on the narrowing of the vessel model.
9. The system of claim 8 , wherein the at least one computer system is further configured for:
detecting the portion of the myocardial tissue relative to the vessel model by segmenting an image of the plurality of patient-specific images.
10. The system of claim 8 , wherein the at least one computer system is further configured for:
modifying the vessel model based on the expected vessel size of the vessel model.
11. The system of claim 8 , wherein the at least one computer system is further configured for:
estimating the radius or estimating the local area by interpolating a radius between radii at multiple regions of the anatomic model, using an idealized radius, using a constant radius, using a kernel estimation, or using a database of patient data.
12. The system of claim 8 , wherein the at least one computer system is further configured for:
determining a first local radiodensity of a first image of the patient-specific images;
determining a second local radiodensity of a second image of the patient-specific images; and
detecting contact between the vessel and the myocardial tissue based on a comparison of the first local radiodensity and the second local radiodensity.
13. The system of claim 10 , wherein the at least one computer system is further configured for:
performing a blood flow simulation using the modified vessel model.
14. The system of claim 13 , wherein the at least one computer system is further configured for:
providing a medical assessment based on the blood flow simulation.
15. A non-transitory computer readable medium for use on a computer system containing computer-executable programming instructions for performing a method of correcting anatomical modeling, the method comprising:
obtaining a plurality of patient-specific images including a vessel and a portion of myocardial tissue;
generating or receiving a vessel model based on the obtained patient-specific images;
identifying a portion of the vessel model in proximity to the portion of myocardial tissue;
determining an expected vessel size of the identified portion of the vessel model;
determining a narrowing of the vessel model by comparing a size of the identified portion of the vessel model to the determined expected vessel size; and
determining an extent of myocardial bridging, based on the narrowing of the vessel model.
16. The non-transitory computer readable medium of claim 15 , the method further comprising:
detecting the portion of the myocardial tissue relative to the vessel model by segmenting an image of the plurality of patient-specific images.
17. The non-transitory computer readable medium of claim 15 , the method further comprising:
modifying the vessel model based on the expected vessel size of the vessel model.