Methods for physiological state determination in body scans
A system for measuring muscle mass of a patient has a dual-energy radiation emission source. A radiation detector is configured to detect radiation emitted from the dual-energy radiation emission source passed through the patient. A processor has a memory with storing instructions, that when executed by the processor, perform a set of operations. The operations include receiving radiation detection data; generating a scan representation; identifying a primary fat target; determining an amount of fat in the primary fat target; comparing the amount of fat in the primary fat target to a reference; and based on the comparison, correcting an estimated amount of lean tissue to generate a corrected muscle mass value.
1. A method for identifying a condition in a patient, the method comprising:
detecting, by a detector, a beam of radiation having passed through the patient;
based on the detected beam of radiation, generating a scan representation including a plurality of pixels;
identifying, by a processor, a primary fat target in the scan representation;
analyzing, by the processor, each of the plurality of pixels within the scan representation to determine an amount of fat for each pixel of the plurality of pixels;
summing, by the processor, the amount of fat for each pixel of the plurality of pixels to determine an overall fat percentage for the primary fat target;
comparing, by the processor, the determined overall fat percentage to a reference fat amount;
analyzing, by the processor, each of the plurality of pixels within the scan representation to determine an amount of water in the primary fat target;
comparing, by the processor, the determined amount of water to a reference water amount; and
based at least in part on the comparison of the overall fat percentage to the reference fat percentage and of the amount of water to the reference water amount, determining, by the processor, the condition of the patient.
2. The method of claim 1 , further comprising correcting the amount of water in the primary fat target based at least in part on the comparison of the determined overall fat percentage to the reference fat amount.
3. The method of claim 1 , further comprising generating a condition indicator based on the determined condition of the patient.
4. The method of claim 3 , further comprising displaying the condition indicator on a user interface.
5. The method of claim 4 , wherein the condition indicator is displayed on a user interface operatively coupled to a densitometer.
6. The method of claim 1 , wherein the region of interest is an appendage.
7. The method of claim 1 , wherein the reference amount is determined from a set of sample persons.
8. The method of claim 1 , wherein the primary fat target is a subcutaneous fat region.
9. A method for identifying a condition in a subject, the method comprising:
irradiating the subject with a radiation from a radiation source;
detecting, by a radiation detector, a subject radiation from the subject in response to the irradiation;
generating a scan representation of a region of interest of the subject based on the detected radiation, wherein the scan representation of the region of interest comprises a plurality of pixels;
identifying, by a processor, a target tissue within the representation;
identifying, by the processor, a subregion in the representation as representative of the target tissue, wherein the subregion comprises at least two pixels of the plurality of pixels;
analyzing, by the processor, the at least two pixels of the plurality of pixels to determine an amount of fat and an amount of water in the target tissue;
summing, by the processor, the amount of fat for the at least two pixels of the plurality of pixels to determine an overall fat percentage for the primary fat target;
comparing, by the processor, the overall fat percentage and the amount of water to a reference amount;
generating, by the processor, a condition indicator based on the comparison; and
displaying the condition indicator on a user interface.
10. The method of claim 9 , wherein detecting a radiation from the subject comprises detecting the radiation from the radiation source and passed through the subject.
11. The method of claim 9 , wherein:
irradiating the subject with a radiation from a radiation source comprises irradiating the subject with a scanned radiation; and
analyzing the target tissue comprises analyzing each pixel of the plurality of pixels to determine the sum of fat and water in the target tissue.
12. The method of claim 9 , wherein identifying a target tissue comprises identifying a primary fat target.
13. The method of claim 12 , wherein identifying a target tissue comprises identifying a portion of the body that is predominately not occupied by muscle.
14. The method of claim 9 , wherein generating a condition indicator comprises generating, by the processor, an indicator corresponding to localized edema.
15. The method of claim 9 , wherein displaying the condition indicator comprises displaying the condition indicator on a user interface operatively coupled to a densitometer.
16. The method of claim 9 , wherein the reference amount comprises an amount of fat and an amount of water determined from a set of sample subjects.