Method and system for image processing to determine blood flow
Systems and methods are disclosed for evaluating cardiovascular treatment options for a patient. One method includes creating a three-dimensional model representing a portion of the patient's heart based on patient-specific data regarding a geometry of the patient's heart or vasculature; and for a plurality of treatment options for the patient's heart or vasculature, modifying at least one of the three-dimensional model and a reduced order model based on the three-dimensional model. The method also includes determining, for each of the plurality of treatment options, a value of a blood flow characteristic, by solving at least one of the modified three-dimensional model and the modified reduced order model; and identifying one of the plurality of treatment options that solves a function of at least one of: the determined blood flow characteristics of the patient's heart or vasculature, and one or more costs of each of the plurality of treatment options.
1. A system for modifying a three-dimensional model based on one or more anatomical treatment options for a patient comprising:
at least one memory having processor-readable instructions stored therein; and
at least one processor configured to access the memory and execute the processor-readable instructions, which when executed by the processor configures the processor to perform a plurality of operations, the operations comprising:
receiving patient-specific data regarding a geometry of a patient's heart or vasculature;
generating a three-dimensional mesh model representing at least a portion of the patient's heart or vasculature based on the patient-specific data regarding the geometry of the patient's heart or vasculature;
determining a vessel segment of the patient's heart or vasculature to be treated, wherein the vessel segment is bounded by at least two or more points along a vessel;
determining a stent mesh model, using implicit functions to simulate at least one of a plurality of treatment options on the vessel segment, based on the vessel segment of the patient's heart or vasculature;
determining a union of the stent mesh model and the three-dimensional mesh model, the union corresponding to a predicted post-treatment state of the vessel; and
providing the union of the stent mesh model and the three-dimensional mesh model to a display.
2. The system according to claim 1 , the operations further comprising:
causing the display to display a plurality of index values calculated under respective analysis conditions in a manner associated with information indicating the analysis conditions used.
3. The system according to claim 1 , the operations further comprising:
determining a reduced order model representing at least a portion of the patient's heart or vasculature based on the patient-specific data;
specifying a plurality of target sites in the patient's heart or vasculature in the reduced order model, the plurality of target sites corresponding to possible placement locations of a stent or a bypass graft; and
modifying pressure associated with each of the target sites, a condition of a stent to be placed at a given target site, a cross-sectional area at the target site, a shape at the target site, a target range of analysis, or a procedure to be performed on the target site as analysis conditions.
4. The system according to claim 3 , the operations further comprising:
changing at least one of a position at which the stent is to be arranged, a length of the stent, and a diameter of the stent as the condition of the stent.
5. The system according to claim 1 , the operations further comprising:
performing a fluid analysis using the patient-specific data and three-dimensional mesh model to calculate at least one index value relating to blood flow; and
determining at least one of fractional flow reserve, pressure, a flow rate of blood, a flow speed of blood, and a shear stress at respective positions in the patient's heart or vasculature as the at least one index value relating to blood flow.
6. The system according to claim 4 , the operations further comprising:
displaying when at least one of the length and the diameter of the stent is changed as the analysis conditions, at least one of a shortest length and a smallest diameter of the stent having fractional flow reserve in the patient's heart or vasculature exceeding a predetermined value.
7. A method for modifying a three-dimensional model based on one or more anatomical treatment options for a patient comprising:
receiving patient-specific data regarding a geometry of a patient's heart or vasculature;
generating a three-dimensional mesh model representing at least a portion of the patient's heart or vasculature based on the patient-specific data regarding the geometry of the patient's heart or vasculature;
determining a vessel segment of the patient's heart or vasculature to be treated, wherein the vessel segment is bounded by at least two or more points along a vessel;
determining a stent mesh model, using implicit functions to simulate at least one of a plurality of treatment options on the vessel segment, based on the vessel segment of the patient's heart or vasculature;
determining a union of the stent mesh model and the three-dimensional mesh model, the union corresponding to a predicted post-treatment state of the vessel; and
providing the union of the stent mesh model and the three-dimensional mesh model to a display.
8. The method according to claim 7 , further comprising:
determining a reduced order model representing at least a portion of the patient's heart or vasculature based on the patient-specific data;
specifying a plurality of target sites in the patient's heart or vasculature in the reduced order model, the plurality of target sites corresponding to possible placement locations of a stent or a bypass graft; and
modifying pressure associated with each of the target sites, a condition of a stent to be placed at a given target site, a cross-sectional area at the target site, a shape at the target site, a target range of analysis, or a procedure to be performed on the target site as analysis conditions.
9. The method according to claim 8 , further comprising:
modifying at least one of a position at which the stent is to be arranged, a length of the stent, and a diameter of the stent as the condition of the stent.
10. The method according to claim 7 , further comprising:
performing a fluid analysis using the patient-specific data and three-dimensional mesh model to calculate at least one index value relating to blood flow; and
determining at least one of fractional flow reserve, pressure, a flow rate of blood, a flow speed of blood, and a shear stress at respective positions in the patient's heart or vasculature as the at least one index value relating to blood flow.
11. The method according to claim 9 , further comprising:
displaying, when at least one of a length and a diameter of the stent is changed, at least one of a shortest length and a smallest diameter of the stent having fractional flow reserve in the patient's heart or vasculature exceeding a predetermined value.