Computation of hemodynamic quantities from angiographic data
Methods for computing hemodynamic quantities include: (a) acquiring angiography data from a patient; (b) calculating a flow and/or calculating a change in pressure in a blood vessel of the patient based on the angiography data; and (c) computing the hemodynamic quantity based on the flow and/or the change in pressure. Systems for computing hemodynamic quantities and computer readable storage media are described.
1. A method for computing a hemodynamic quantity, the method comprising:
acquiring angiography data from a patient;
calculating, by a processor, a first flow in a blood vessel with a stenosis based on the angiography data;
calculating a plurality of second flows in the blood vessel, wherein calculating the first flow comprises calculating by motion tracking contrast agents represented in the angiography data, and wherein calculating the plurality of second flows comprises iteratively calculating the plurality of second flows from the first flow;
computing, by the processor, a baseline fractional flow reserve value from the first flow and the stenosis;
computing, by the processor, fractional flow reserve values from the plurality of second flows;
determining a sensitivity of the fractional flow reserve values to a difference between the first flow and the plurality of second flows relative to the baseline fractional reserve value; and
reporting the sensitivity.
2. The method of claim 1 wherein computing comprises computing with a computational fluid dynamics model.
3. The method of claim 1 wherein the first flow comprises flow from artificially generated stenoses.
4. The method of claim 1 wherein calculating the first flow comprises calculating a third flow for a rest state, and calculating the first flow as a multiplication of the third flow by a flow rate scalar from the rest state to a hyperemic state, wherein the flow rate scalar comprises a rest-to-hyperemic flow rate ratio.
5. A method for computing a hemodynamic quantity, the method comprising:
acquiring angiography data from a patient;
calculating, by a processor, a first flow in a blood vessel with a stenosis based on the angiography data;
calculating a plurality of second flows in the blood vessel, wherein calculating the plurality of second flows comprises calculating by motion tracking contrast agents representing in the angiography data, and wherein calculating the plurality of second flows comprises iteratively calculating the plurality of second flows from the first flow;
computing, by the processor, a baseline value of a hemodynamic quantity from the first flow and the stenosis;
computing, by the processor, values for the hemodynamic quantity from the plurality of second flows;
determining a sensitivity of the values of the hemodynamic quantity to a difference between the first flow and the plurality of second flows relative to the baseline value of the hemodynamic quantity; and
reporting the sensitivity.
6. The method of claim 5 wherein the hemodynamic quantity comprises a fractional flow reserve.
7. The method of claim 5 wherein computing comprises computing with a computational fluid dynamics model.
8. The method of claim 5 wherein the first flow comprises flow from artificially generated stenoses.
9. The method of claim 5 wherein calculating the first flow comprises calculating a third flow for a rest state, and calculating the first flow as a multiplication of the third flow by a flow rate scalar from the rest state to a hyperemic state, wherein the flow rate scalar comprises a rest-to-hyperemic flow rate ratio.
10. A method for computing a hemodynamic quantity, the method comprising:
acquiring angiography data from a patient;
iteratively calculating, by a processor, a first flow in a blood vessel with a stenosis;
calculating a plurality of second flows in the blood vessel, wherein calculating the plurality of second flows comprises calculating by motion tracking contrast agents representing in the angiography data, and wherein calculating the plurality of second flows comprises iteratively calculating the plurality of second flows from the first flow;
computing, by the processor, a baseline fractional flow reserve value from the first flow and the stenosis;
computing, by the processor, fractional flow reserve values from the plurality of second flows;
determining a sensitivity of the fractional flow reserve values to a difference between the first flow and the plurality of second flows relative to the baseline fractional reserve value; and
reporting the sensitivity.
11. The method of claim 10 wherein calculating the first flow comprises calculating a third flow for a rest state, and calculating the first flow as a multiplication of the third flow by a flow rate scalar from the rest state to a hyperemic state, wherein the flow rate scalar comprises a rest-to-hyperemic flow rate ratio.