Vascular selection from images
Methods and systems for manually assisted definition of vascular features are described. In some embodiments, a method provides for editing of vascular paths by enabling a user to drag an erroneously segmented region of a selected vascular path into alignment with a more correctly segmented position that is depicted as a blood vessel in a vascular image. The method may use an energy function, defined as a function of position along the segmentation of the selected blood vessel, to determine how a vascular path is to be moved based on dragging motions provided by the user. In some instances, non-zero regions of the energy function are set based on the position of the selected region.
1. A method implemented by one or more processors, the method comprising:
estimating features of a plurality of vascular segments depicted in at least one vascular image, wherein individual vascular segments comprise a plurality of portions that extend between two end points depicted in the vascular image;
estimating individual cost assignments for individual vascular segments, the cost assignments being indicative of a preferred path of vascular flow which is associated with a lower cost;
estimating a vascular path from at least a subset of the vascular segments based at least in part on the cost assignments;
causing an interactive user interface to be presented, wherein the interactive user interface is configured to:
display a graphical depiction of the vascular path, and
be responsive to user input to address an erroneous definition of a first vascular segment included in the subset of vascular segments, wherein the erroneous definition is associated with a criterion of direction, and wherein the user input updates a determined directional path of blood flow between two end points of the first vascular segment; and
updating, based on the user input, the cost assignments for the first vascular segment and a second vascular segment included in the subset of vascular segments, the second vascular segment stemming from a common vascular junction as the first vascular segment.
2. The method of claim 1 , wherein estimating the features of the plurality of vascular segments includes at least one of estimating positions or orientations of the features of the plurality of vascular segments.
3. The method of claim 1 , wherein the interactive user interface is configured to be responsive to user input to cause the one or more processors to adjust at least one vascular segment of the graphical depiction.
4. The method of claim 1 , wherein a cost assignment is based on a continuing rate and/or direction of angle change associated with the at least one of the vascular path segments.
5. An apparatus for defining a vascular path from a vascular image, the apparatus including:
a processor; and
a memory storing non-transitory computer-readable instructions, which when executed, cause the processor to:
estimate features of a plurality of vascular segments depicted in at least one vascular image, wherein individual vascular segments comprise a plurality of portions that extend between two end points depicted in the vascular image;
estimate individual cost assignments for individual vascular segments, the cost assignments being indicative of a preferred path of vascular flow which is associated with a lower cost;
estimate a vascular path from at least a subset of the vascular segments based at least in part on the cost assignments;
cause an interactive user interface to be presented, wherein the interactive user interface is configured to:
display a graphical depiction of the vascular path, and
be responsive to user input to address an erroneous definition of a first vascular segment included in the subset of vascular segments, wherein the erroneous definition is associated with a criterion of direction, and wherein the user input updates a determined directional path of blood flow between two end points of the first vascular segment; and
update, based on the user input, the cost assignments for the first vascular segment and a second vascular segment included in the subset of vascular segments, the second vascular segment stemming from a common vascular junction as the first vascular segment.
6. The apparatus of claim 5 , wherein estimating the features of the plurality of vascular segments includes at least one of estimating positions or orientations of the features of the plurality of vascular segments.
7. The apparatus of claim 5 , wherein the interactive user interface is configured to be responsive to user input to cause the processor to adjust at least one vascular segment of the graphical depiction.
8. The apparatus of claim 5 , wherein a cost assignment is based on a continuing rate and/or direction of angle change associated with the at least one of the vascular path segments.