Assessment and improvement of treatment using imaging of physiological responses to radiation therapy
Edema in tissue of a patient undergoing a course of radiation therapy or treatment can be estimated based on one or more MRI measurements used to measure changes in fluid content of various tissues. A correlation between observed changes in edema and one or more delivered fractions of radiation can be used to drive one or more clinical actions. Methods, systems, articles of manufacture, and the like are described.
1. A system comprising:
a radiation source for producing an ionizing radiation beam comprising a proton beam, a heavy ion beam, or a neutron beam;
a magnetic resonance imaging system; and
at least one non-transitory machine-readable medium storing instructions which, when executed by a programmable processor, cause the programmable processor to perform operations comprising:
capturing at least one MRI image;
performing a quantitative assessment of edema utilizing the at least one MRI image; and
computing a dose distribution resulting from the ionizing radiation beam utilizing the quantitative assessment of edema.
2. The system of claim 1 , wherein computing the dose distribution is further based on a change in a Bragg peak.
3. The system of claim 1 , wherein the capturing of at least one MRI image comprises capturing a plurality of MRI images.
4. The system of claim 1 , wherein performing the quantitative assessment of edema comprises quantifying the amount of free hydrogen in the at least one MRI image as a proxy for edema.
5. A computer program product comprising a non-transitory machine-readable medium storing instructions which, when executed by a programmable processor, cause the programmable processor to perform operations comprising:
capturing at least one MRI image with an MRI system;
performing a quantitative assessment of edema utilizing the at least one MRI image; and
computing a dose distribution resulting from an ionizing radiation beam from a radiation source, the computing utilizing the quantitative assessment of edema.
6. The computer program product of claim 5 , wherein computing the dose distribution is further based on a change in a Bragg peak.
7. The computer program product of claim 5 , wherein the capturing of at least one MRI image comprises capturing a plurality of MRI images.
8. The computer program product of claim 5 , wherein performing the quantitative assessment of edema comprises quantifying the amount of free hydrogen in the at least one MRI image as a proxy for edema.