Adaptive navigation technique for navigating a catheter through a body channel or cavity
A method for using an assembled three-dimensional image to construct a three-dimensional model for determining a path through a lumen network to a target. The three-dimensional model is automatically registered to an actual location of a probe by tracking and recording the positions of the probe and continually adjusting the registration between the model and a display of the probe position. The registration algorithm becomes dynamic (elastic) as the probe approaches smaller lumens in the periphery of the network where movement has a bigger impact on the registration between the model and the probe display.
1. A system for registering a computer model of a lumen network to a lumen network of a patient, comprising:
a probe configured to be navigated within a patient's lumen network;
a sensor coupled to the probe; and
a computing device operably coupled to the sensor and including a memory and a processor, the processor configured to:
establish a path of the probe within the patient's lumen network based on data points received by the processor from the sensor; and
register a path shape on the computer model of the lumen network to the probe path based on a diameter of a lumen in which the probe is located relative to a diameter of the probe.
2. The system according to claim 1 , wherein the processor is configured to remove outlier data points from the data points received by the processor from the sensor.
3. The system according to claim 1 , wherein the computing device is operably coupled to a display configured to display the computer model of the lumen network, and the processor is configured to update the displayed computer model of the lumen network based on the registering of the path shape on the computer model of the lumen network to the probe path.
4. The system according to claim 1 , wherein the processor is configured to:
cause an indicator of the sensor location on the computer model of the lumen network to be displayed; and
update a location of the displayed indicator based on the registering of the path shape on the computer model of the lumen network to the probe path.
5. The system according to claim 1 , wherein the processor is configured to match a lumen of the computer model of the lumen network to the probe path.
6. The system according to claim 1 , wherein the processor is configured to rigidly register the path shape on the computer model of the lumen network to the probe path.
7. The system according to claim 1 , wherein the processor is configured to deformably register the path shape on the computer model of a lumen network to the probe path.
8. The system according to claim 1 , wherein the processor is configured to:
rigidly register the path shape on the computer model of the lumen network to the probe path when the diameter of the lumen in which the sensor is located is large relative to the diameter of the probe; and
deformably register the path shape on the computer model of the lumen network to the probe path when the diameter of the lumen in which the sensor is located approaches the diameter of the probe.
9. The system according to claim 1 , wherein the processor is configured to:
determine a plurality of projected points along a pathway through the computer model of the lumen network;
pair at least a portion of the data points received from the sensor with at least a portion of the plurality of projected points; and
adjust the computer model of the lumen network based on the pairing.
10. The system according to claim 1 , wherein the data points received from the sensor include data corresponding to at least one of a current position of the sensor or an orientation of the sensor.
11. The system according to claim 1 , wherein the sensor is disposed on a distal portion of the probe.
12. The system according to claim 1 , wherein the processor is configured to:
generate the path shape from the patient's trachea to an exit point; and
extend the patient's lumen network by a linear branch that connects the exit point to a target within the patient's lumen network.
13. The system according to claim 1 , wherein the processor is configured to:
skeletonize the computer model of the lumen network by extracting centerlines from the computer model of the lumen network; and
identify branch points in the computer model of the lumen network at intersections of the centerlines.
14. A system for registering a computer model of a lumen network to a lumen network of a patient, comprising:
a probe including a sensor configured to be navigated within a patient's lumen network; and
a computing device operably coupled to the sensor and including a memory and a processor, the processor configured to:
receive, from the sensor, data points pertaining to a location of the probe within the patient's lumen network;
remove outlier data points from the data points received from the sensor;
establish a path of the probe within the patient's lumen network based on the data points having the outlier data points removed; and
register the computer model of the lumen network to the probe path based on at least one of a diameter of a lumen in which the probe is located or a diameter of the probe.
15. The system according to claim 14 , wherein the processor is configured to register the computer model of the lumen network to the probe path based on the diameter of the lumen in which the probe is located relative to the diameter of the probe.
16. The system according to claim 14 , wherein the processor is configured to register a path shape on the computer model of the lumen network to the probe path.
17. The system according to claim 14 , wherein the data points received from the sensor include data corresponding to at least one of a current position of the sensor or a current orientation of the sensor.
18. A system for registering a computer model of a lumen network to a lumen network of a patient, comprising:
a probe including a sensor configured to be navigated within a patient's lumen network;
a computing device operably coupled to the sensor and including a memory and a processor, the processor configured to:
establish a path of the probe within the patient's lumen network based on data points received by the processor from the sensor; and
register a path shape on the computer model of the lumen network to the probe path based on at least one of a diameter of a lumen in which the probe is located or a diameter of the probe.
19. The system according to claim 18 , wherein the processor is configured to register the path shape on the computer model of the lumen network to the probe path based on the diameter of the lumen in which the probe is located relative to the diameter of the probe.
20. The system according to claim 18 , wherein the processor is configured to remove outlier data points from the data points received by the processor from the sensor.