Apparatus for monitoring CHF patients using bio-impedance technique
View Patent ↗A method is described for generating an impedance image of the chest, in which electrical data of the chest is acquired, and a finite volume method is used to calculate an impedance image from the electrical data, using an analytical expression for the Jacobian.
1. A method for generating an impedance image of a subject's chest, comprising:
acquiring electrical data of the chest;
formulating an initial impedance image;
using a finite volume method to calculate an expected set of electrical data if the impedance distribution of the chest matched the initial impedance image;
determining a difference between the acquired electrical data and the expected electrical data; and
generating a new impedance image based on said difference;
wherein generating a new impedance image comprises expressing a Jacobian analytically.
2. A method according to claim 1 , wherein calculating an expected set of electrical data and generating a new impedance image are iterated at least one time, using the new impedance image generated in at least one previous iteration to calculate the expected set of electrical data in each iteration except the first iteration.
3. A method according to claim 2 , wherein calculating an expected set of electrical data and generating a new impedance image are iterated until the difference between the acquired electrical data and the expected set of electrical data is small enough to satisfy a stopping condition.
4. A method according to claim 1 , wherein generating the new impedance image comprises generating with a Newton-Raphson method.
5. A method according to claim 1 , wherein generating the new impedance image comprises generating with a modified Newton-Raphson method.
6. A method according to claim 5 , wherein generating with a modified Newton-Raphson method comprises adding a regularization matrix to a Hessian matrix.
7. A method according to claim 1 , wherein formulating the initial impedance image comprises ascribing typical impedances to different parts of the chest according to at least one image of the chest.
8. A method according to claim 7 , wherein ascribing impedances according to at least one image of the chest comprises ascribing impedances according to at least one x-ray image.
9. A method according to claim 8 , wherein ascribing impedances according to at least one x-ray image comprises ascribing impedances according to at least one x-ray computed tomography image.
10. A method according to claim 7 , wherein ascribing impedance according to at least one image of the chest comprises ascribing impedances according to at least one magnetic resonance image.
11. A method according to claim 7 , wherein ascribing impedances according to at least one image of the chest comprises ascribing impedances according to at least one ultrasound image.
12. A method according to claim 1 , wherein using the finite volume method comprises inverting a matrix with a technique that is adapted for inverting sparse matrixes.
13. A method according to claim 12 , wherein inverting a matrix comprises inverting a matrix with a successive over relaxation method.
14. A method according to claim 1 , wherein acquiring electrical data of the chest comprises measuring potentials at a plurality of locations on the subject's body, while known currents are applied at a plurality of locations on the body.
15. An apparatus for making impedance images of a subject's chest, comprising:
an impedance imaging data acquisition system which acquires impedance imaging data of the chest;
a data analyzer which reconstructs an impedance image of the chest from said impedance imaging data, using a finite volume method and an analytic Jacobian.