Method and system for image processing to determine patient-specific blood flow characteristics
Embodiments include a system for determining cardiovascular information for a patient. The system may include at least one computer system configured to receive patient-specific data regarding a geometry of the patient's heart, and create a three-dimensional model representing at least a portion of the patient's heart based on the patient-specific data. The at least one computer system may be further configured to create a physics-based model relating to a blood flow characteristic of the patient's heart and determine a fractional flow reserve within the patient's heart based on the three-dimensional model and the physics-based model.
1. A method for determining a blood flow characteristic of a patient, comprising:
receiving patient-specific image data of the patient at a first physiological state, the first physiological state comprising a state of hyperemia, a state of rest, or a state of exercise;
determining boundary conditions based on the patient-specific image data, the boundary conditions corresponding to the first physiological state;
performing a patient-specific computational fluid dynamics simulation of blood flow based on the boundary conditions;
determining a first value of a blood flow characteristic of the patient at the first physiological state based on the patient-specific computational fluid dynamics simulation of blood flow, the blood flow characteristic representing a medical characteristic of the patient;
determining features from the patient-specific image data, wherein the determined features are determined based on the blood flow characteristic determined for the patient; and
mapping the first value of the blood flow characteristic of the patient at the first physiological state to a second value of the blood flow characteristic of the patient at a second physiological state based on the determined features, the second physiological state comprising a state of hyperemia, a state of rest, or a state of exercise, the first physiological state being a different physiological state from the second physiological state.
2. The method as recited in claim 1 , wherein the second physiological state is a simulated physiological state.
3. The method as recited in claim 1 , wherein the blood flow characteristic of the patient at the first physiological state is a same blood flow characteristic as the second blood flow characteristic of the patient at the second physiological state.
4. The method as recited in claim 1 , wherein the blood flow characteristic is an aortic blood pressure.
5. The method as recited in claim 1 , wherein determining features from the patient-specific image data comprises:
processing the patient-specific image data of the patient to determine measurements of the patient.
6. An apparatus for determining a blood flow characteristic of a patient, comprising:
receiving patient-specific image data of the patient at a first physiological state, the first physiological state comprising a state of hyperemia, a state of rest, or a state of exercise;
determining boundary conditions based on the patient-specific image data, the boundary conditions corresponding to the first physiological state;
performing a patient-specific computational fluid dynamics simulation of blood flow based on the boundary conditions;
determining a first value of a blood flow characteristic of the patient at the first physiological state based on the patient-specific computational fluid dynamics simulation of blood flow, the blood flow characteristic representing a medical characteristic of the patient;
determining features from the patient-specific image data, wherein the determined features are determined based on the blood flow characteristic determined for the patient; and
mapping the first value of the blood flow characteristic of the patient at the first physiological state to a second value of the blood flow characteristic of the patient at a second physiological state based on the determined features, the second physiological state comprising a state of hyperemia, a state of rest, or a state of exercise, the first physiological state being a different physiological state from the second physiological state.
7. The apparatus as recited in claim 6 , wherein the second physiological state is a simulated physiological state.
8. The apparatus as recited in claim 6 , wherein the blood flow characteristic of the patient at the first physiological state is a same blood flow characteristic as the second blood flow characteristic of the patient at the second physiological state.
9. The apparatus as recited in claim 6 , wherein the blood flow characteristic is an aortic blood pressure.
10. A non-transitory computer readable medium storing computer program instructions for determining a blood flow characteristic of a patient, the computer program instructions when executed by a processor cause the processor to perform operations comprising:
receiving patient-specific image data of the patient at a first physiological state, the first physiological state comprising a state of hyperemia, a state of rest, or a state of exercise;
determining boundary conditions based on the patient-specific image data, the boundary conditions corresponding to the first physiological state;
performing a patient-specific computational fluid dynamics simulation of blood flow based on the boundary conditions;
determining a first value of a blood flow characteristic of the patient at the first physiological state based on the patient-specific computational fluid dynamics simulation of blood flow, the blood flow characteristic representing a medical characteristic of the patient;
determining features from the patient-specific image data, wherein the determined features are determined based on the blood flow characteristic determined for the patient; and
mapping the first value of the blood flow characteristic of the patient at the first physiological state to a second value of the blood flow characteristic of the patient at a second physiological state based on the determined features, the second physiological state comprising a state of hyperemia, a state of rest, or a state of exercise, the first physiological state being a different physiological state from the second physiological state.
11. The non-transitory computer readable medium as recited in claim 10 , wherein the second physiological state is a simulated physiological state.
12. The non-transitory computer readable medium as recited in claim 10 , wherein the blood flow characteristic of the patient at the first physiological state is a same blood flow characteristic as the second blood flow characteristic of the patient at the second physiological state.
13. The non-transitory computer readable medium as recited in claim 10 , wherein the blood flow characteristic is an aortic blood pressure.