Systems and methods for optimizing transskull acoustic treatment
Skull inhomogeneity may be quantified in accordance with the skull density measured in skull images acquired using a conventional imager; the quantified inhomogeneity may then be used to determine whether the patient is suitable for ultrasound treatment and/or determine parameters associated with the ultrasound transducer for optimizing transskull ultrasound treatment.
1. A method of performing trans-skull ultrasound treatment for individual patients, the method comprising:
obtaining a plurality of images of a patient's skull;
detecting a treatment target area in the plurality of images;
computationally determining a global skull density ratio (SDR) representing structural characteristics of the skull on a plurality of beam paths, each beam path extending from an ultrasound transducer element to the skull and focused at the treatment target area;
determining a likelihood of successful trans-skull ultrasound treatment of the patient by comparing the global SDR to a predetermined threshold; and
operating the ultrasound transducer elements based at least in part on the determined likelihood so as to improve effectiveness of the ultrasound treatment.
2. The method of claim 1 , further comprising computationally determining a plurality of local parameters, each local parameter representing local structural skull characteristics on one of the beam paths, the global SDR being determined based on at least some of the local parameters.
3. The method of claim 2 , further comprising assigning a weighting factor to each of the local parameters based on an incidence angle of the associated beam path through the skull, the global SDR being determined based on a weighted average of the at least some of the local parameters.
4. The method of claim 3 , wherein a weighting factor of one is assigned to each local parameter corresponding to a beam path having an incidence angle smaller than a critical angle and a weighting factor of zero is assigned to each local parameter corresponding to a beam path having an incidence angle larger than the critical angle.
5. The method of claim 3 , wherein the weighting factor is determined based on a logistic function.
6. The method of claim 5 , wherein the logistic function satisfies an equation:
L
i
=
1
-
1
1
+
ⅇ
-
(
θ
i
-
μ
)
/
σ
,
where L i denotes the logistic function, θ i denotes the incidence angle of the beam path from a transducer element i to the skull, σ denotes a steepness factor representing deviation of a curve of the logistic function from a step function, and ,μ denotes an inflection point of the logistic function.
7. The method of claim 2 , wherein the local parameter comprises a local skull density ratio.
8. The method of claim 7 , herein the local skull density ratio is determined based on an intensity profile of the images.
9. The method of claim 1 , wherein the images are acquired using at least one of a computer tomography (CT) device, a magnetic resonance imaging device, or an ultrasonography device.
10. The method of claim 1 , wherein the ultrasound transducer elements are activated to perform the ultrasound treatment only when the determined global SDR exceeds the predetermined threshold.
11. A system for performing trans-skull ultrasound treatment for individual patients, the system comprising:
an ultrasound transducer array comprising a plurality of ultrasound transducer elements;
an imaging system for obtaining a plurality of images of a patient's skull; and
a controller, operably coupled to the ultrasound transducer array and the imaging system, configured to:
detect a treatment target area in the plurality of images;
computationally determine a global skull density ratio (SDR) representing structural characteristics of the skull on a plurality of beam paths, each beam path extending from one of the ultrasound transducer elements to the skull and focused at the treatment target area;
determine a likelihood of successful trans-skull ultrasound treatment of the patient by comparing the global SDR to a predetermined threshold; and
operate the ultrasound transducer elements based at least in part on the determined likelihood so as to improve effectiveness of the ultrasound treatment.
12. The system of claim 11 , wherein the controller is further configured to computationally determine a plurality of local parameters, each local parameter representing local structural skull characteristics on one of the beam paths, the global SDR being determined based on at least some of the local parameters.
13. The system of claim 12 , wherein the controller is further configured to assign a weighting factor to each of the local parameters based on an incidence angle of the associated beam path through the skull, the global SDR being determined based on a weighted average of the at least some of the local parameters.
14. The system of claim 13 , wherein the controller is further configured to assign a weighting factor of one to each local parameter corresponding to a beam path having an incidence angle smaller than a critical angle and a weighting factor of zero to each local parameter corresponding to a beam path having an incidence angle larger than the critical angle.
15. The system of claim 13 , wherein the controller is further configured to determine the weighting factor based on a logistic function.
16. The system of claim 15 , wherein the logistic function satisfies an equation:
L
i
=
1
-
1
1
+
ⅇ
-
(
θ
i
-
μ
)
/
σ
,
where L i denotes the logistic function, θ i denotes the incidence angle of the beam path from a transducer element i to the skull, σ denotes a steepness factor representing deviation of a curve of the logistic function from a step function, and ,μ denotes an inflection point of the logistic function.
17. The system of claim 12 , wherein the local parameter comprises a local skull density ratio.
18. The system of claim 17 , wherein the controller is further configured to determine the local skull density ratio based on an intensity profile of the obtained images.
19. The system of claim 11 , wherein the imaging system comprises at least one of a computer tomography (CT) device, a magnetic resonance imaging device, or an ultrasonography device.
20. The system of claim 11 , wherein the controller is further configured to cause the ultrasound transducer elements to be activated only when the determined global SDR exceeds the predetermined threshold.