Systems and methods for device-aware flexible tool registration
A method comprises determining a shape of a device positioned at least partially within an anatomical passageway. The method further comprises determining a set of deformation forces for a plurality of sections of the device, where determining the set of deformation forces comprises determining a stiffness of each section of the plurality of sections of the device. The method further comprises generating a composite model indicating a position of the device relative to the anatomical passageway based on: the shape of the device, the set of deformation forces, including an effect of each section of the plurality of sections on a respective portion of the anatomical passageway, and anatomical data describing the anatomical passageway.
1. A method comprising:
determining a shape of a device positioned at least partially within an anatomical passageway;
determining a set of deformation forces for a plurality of sections of the device, wherein determining the set of deformation forces comprises determining a stiffness of each section of the plurality of sections of the device; and
generating a composite model indicating a position of the device relative to the anatomical passageway based on:
the shape of the device,
the set of deformation forces, including an effect of each section of the plurality of sections on a respective portion of the anatomical passageway, and
anatomical data describing the anatomical passageway.
2. The method of claim 1 , wherein determining the shape of the device comprises receiving information from an optical fiber shape sensor.
3. The method of claim 1 , wherein determining the shape of the device comprises receiving information from an electromagnetic sensor.
4. The method of claim 1 , wherein the anatomical data describing the anatomical passageway comprises data describing a shape of the anatomical passageway, and wherein generating the composite model comprises comparing the shape of the device to the shape of the anatomical passageway.
5. The method of claim 1 , wherein determining the set of deformation forces comprises determining a steerability of each section of the plurality of sections of the device.
6. The method of claim 1 , further comprising determining a set of restorative forces, and wherein the composite model is additionally based on the set of restorative forces.
7. The method of claim 1 , further comprising determining a set of maintenance forces, and wherein the composite model is additionally based on the set of maintenance forces.
8. The method of claim 1 further comprising:
determining a set of restorative forces; determining a set of maintenance forces; and
determining a weighted sum of the set of deformation forces, the set of restorative forces, and the set of maintenance forces, wherein the composite model is additionally based on the weighted sum.
9. The method of claim 1 , wherein the anatomical data describing the anatomical passageway comprises a first model depicting at least part of the anatomical passageway, and wherein generating the composite model comprises adjusting the first model using the shape of the device and the set of deformation forces.
10. The method of claim 9 , wherein generating the composite model comprises adjusting a modeled connection point of the first model joining two modeled sections of the anatomical passageway.
11. The method of claim 1 , wherein:
a first section of the plurality of sections of the device comprises a first stiffness,
a second section of the plurality of sections of the device comprises a second stiffness, the first stiffness being greater than the second stiffness, and
a third section of the plurality of sections of the device comprises an actively controllable stiffness.
12. A medical system comprising:
a flexible device configured to be positioned at least partially within an anatomical passageway, the device including a plurality of sections and a shape sensor; and
a memory device including computer executable instructions, the computer executable instructions comprising:
instructions for determining a shape of the flexible device;
instructions for determining a set of deformation forces for the plurality of sections of the flexible device, wherein the instructions for determining the set of deformation forces comprises instructions for determining a stiffness of each section of the plurality of sections of the flexible device; and
instructions for generating a composite model indicating a position of the flexible device relative to the anatomical passageway based on:
the shape of the flexible device,
the set of deformation forces, including an effect of each section of the plurality of sections on a respective portion of the anatomical passageway, and
anatomical data describing the anatomical passageway.
13. The medical system of claim 12 , wherein the shape sensor comprises an optical fiber shape sensor.
14. The medical system of claim 12 , wherein the shape sensor comprises an electromagnetic sensor.
15. The medical system of claim 12 , wherein the anatomical data describing the anatomical passageway comprises data describing a shape of the anatomical passageway, and wherein the instructions for generating the composite model comprise instructions for comparing the shape of the flexible device to the shape of the anatomical passageway.
16. The medical system of claim 12 , wherein the instructions for determining the set of deformation forces comprise instructions for determining a steerability of each section of the plurality of sections of the flexible device.
17. The medical system of claim 12 , wherein the computer executable instructions further comprise instructions for determining a set of restorative forces, and wherein the composite model is additionally based on the set of restorative forces.
18. The medical system of claim 12 , wherein the computer executable instructions further comprise instructions for determining a set of maintenance forces, and wherein the composite model is additionally based on the set of maintenance forces.
19. The medical system of claim 12 , the computer executable instructions further comprising:
instructions for determining a set of restorative forces; instructions for determining a set of maintenance forces; and
instructions for determining a weighted sum of the set of deformation forces, the set of restorative forces, and the set of maintenance forces, wherein the composite model is additionally based on the weighted sum.
20. The medical system of claim 12 , wherein the computer executable instructions further comprise instructions for determining a percentage chance of error of the composite model.
21. The medical system of claim 12 , wherein the anatomical data describing the anatomical passageway comprises a first model depicting at least part of the anatomical passageway, and wherein the instructions for generating the composite model comprises instructions for adjusting the first model using the shape of the device and the set of deformation forces.
22. The medical system of claim 21 , wherein the instructions for generating the composite model comprise instructions for adjusting a modeled connection point of the first model joining two modeled sections of anatomical passageway.
23. The medical system of claim 21 , wherein:
a first section of the plurality of sections of the device comprises a first stiffness,
a second section of the plurality of sections of the device comprises a second stiffness, the first stiffness being greater than the second stiffness, and
a third section of the plurality of sections of the device comprises an actively controllable stiffness.