Method and apparatus for the assessment of medical images
A method of determining the degree of uptake of a PET maker in an individual candidate PET scan, the method including the steps of: (a) calculating a series of representative matched controlled PET and MRI templates for a series of controlled sample scans of individuals; (b) computing a series of brain surfaces from the matched templates; (c) aligning the individual candidate PET scan with the candidate templates; (d) aligning the candidate PET images with the series of brain surfaces; (e) selecting a predetermined (M) best candidate templates for each surface location based on a similarity measure between the candidate PET values and the corresponding controlled PET scans; (f) computing M weights for each surface location, utilizing a corresponding MRI tissue map; (g) utilizing the M weights to combine a corresponding M template tissue indicators from corresponding MRI templates into an average brain surface indicator.
1. A method of determining the degree of uptake of a PET marker in an individual candidate PET scan, the method including the steps of:
(a) calculating a series of representative matched controlled PET and MRI templates for a series of controlled sample scans of individuals;
(b) computing a series of brain surfaces from the matched templates;
(c) aligning the individual candidate PET scan with the matched templates;
(d) aligning the series of brain surfaces with the candidate PET scan, wherein each of the brain surfaces aligned with the candidate PET scan includes a plurality of surface locations;
(e) selecting M templates for each of the plurality of surface locations based on a similarity measure between the candidate PET scan and a corresponding controlled PET template;
(f) computing M weights for each of the plurality of surface locations utilizing a corresponding MRI template tissue map;
(g) utilizing the M weights to combine the M templates for each of the plurality of surface locations to form an average brain surface indicator.
2. A method as claimed in claim 1 further comprising the step of:
(h) combining the average brain surface indicator with the candidate PET scan to create an averaged brain surface for display.
3. A method as claimed in claim 1 wherein step (c) further comprises utilizing candidate CT or X-Ray scan data in the alignment of the candidate PET scan with the series of matched templates.
4. A method as claimed in claim 1 wherein the matched templates and candidate PET scan are segmented.
5. A method as claimed in claim 1 wherein said step (g) includes utilising the M weights as a weighted average in combining the M templates.
6. A method as claimed in claim 1 wherein said step (g) includes utilising the M weights in a voting algorithm to determine a corresponding template tissue indicator.
7. An apparatus configured to implement the method of claim 1 .
8. A method of determining the degree of uptake of an imaging marker in an individual candidate imaging marker scan, the method including the steps of:
(a) calculating a series of representative matched controlled imaging marker scan templates and tissue marker templates for a series of controlled sample scans of individuals;
(b) computing a series of internal body delineation surfaces from the matched templates;
(c) aligning the individual candidate imaging marker scan with the matched templates;
(d) aligning the individual candidate imaging marker scan with the series of body delineation surfaces, wherein each of the body delineation surfaces aligned with the individual candidate imaging marker scan includes a plurality of surface locations;
(e) selecting M templates for each of the plurality of surface locations based on a similarity measure between the candidate imaging marker scan and a corresponding controlled imaging marker scan template;
(f) computing M weights for each of the plurality of surface locations utilizing a corresponding tissue marker template;
(g) utilizing the M weights to combine the M templates for each of the plurality of surface locations to form an average brain surface indicator.
9. A method as claimed in claim 8 wherein the imaging marker scan templates comprise Positron Emission Tomography (PET) scan templates or Single-photon emission computed tomography (SPECT) scan templates.
10. A method as claimed in claim 8 wherein each tissue marker template is calculated from images of different subjects with known image properties.
11. A method as claimed in claim 10 wherein the tissue marker templates are selected from a wider set of templates in accordance with similar characteristics of a candidate, from which the individual candidate imaging marker scan is obtained, and subjects with known image properties.