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 system for medical image processing, the system comprising:
a data storage device storing instructions for medical image processing; and
a processor configured to execute the instructions to perform a method including:
receiving one or more non-invasively produced images of at least a blood vessel of a patient;
segmenting the images to identify an ischemic region of interest of the blood vessel and generating a three-dimensional geometric model of the identified ischemic region of interest of the blood vessel;
identifying a vessel region of interest in the identified ischemic region of interest;
identifying a stenosis in the vessel region of interest based on a pressure index computed using a first simulation of blood flow through the geometric model of the blood vessel;
determining a connection position to connect a bypass vessel that diverts blood flow around the identified stenosis, wherein the connection position is determined using a subsequent simulation of blood flow; and
displaying the determined connection position on a display.
2. The system of claim 1 , wherein the determining step comprises determining the connection position using the pressure index in the vessel of interest.
3. The system of claim 2 , wherein the determining step comprises determining a drop level of the pressure index.
4. The system of claim 3 , wherein the determining step comprises determining the connection position using a measurement of the interior of the vessel of interest.
5. The system of claim 3 , wherein the determining step comprises determining an elasticity of the vessel of interest.
6. The system of claim 2 , wherein the determining step comprises determining the connection position using a measurement of the interior of the vessel of interest.
7. The system of claim 1 , wherein the displaying step comprises displaying, on the display, a first graph representing the pressure index corresponding to the connection.
8. The system of claim 7 , wherein the displaying step comprises displaying the first graph with an image in which the connection position is visualized.
9. The system of claim 1 , wherein the determining step comprises calculating a degree of fitness when the bypass vessel is connected to a predetermined portion of the blood vessel, and wherein the displaying step comprises displaying a distribution of the degree of fitness at the predetermined portion on the display.
10. The system of claim 1 , wherein the pressure index comprises a myocardial fractional flow reserve.
11. A method of processing medical images, comprising:
receiving one or more non-invasively produced images of at least a blood vessel of a patient;
segmenting the images to identify an ischemic region of interest of the blood vessel and generating a three-dimensional geometric model in a plurality of phases region of the identified ischemic region of interest of the blood vessel;
identifying a vessel region of interest in the identified ischemic region of interest;
identifying a stenosis in the vessel region of interest based on a pressure index computed using a first simulation of blood flow through the geometric model of the blood vessel;
determining a connection position to connect a bypass vessel that diverts blood flow around the identified stenosis, wherein the connection position is determined using a subsequent simulation of blood flow; and
displaying the determined connection position on a display.