Methods and devices for evaluating and treating a bone condition based on x-ray image analysis
View Patent ↗This disclosure relates to methods and devices for analyzing x-ray images. Furthermore, bone condition of a subject can be evaluated by analyzing x-ray images of the subject's bone from a sliding region of interest (ROI), e.g., an ROI that is moved on a pixel-by-pixel basis on the image, and therapies can then be selected or devised for the subject.
1. A method of treating a bone condition comprising (a) obtaining an image from a subject; (b) analyzing, using a computer system, the image obtained in step (a) to derive quantitative information on bone structure, wherein the quantitative information is obtained from a sliding region of interest (ROI) on the image; (c) diagnosing a bone condition based on the analysis of step (b); and (d) selecting and administering a suitable treatment to said subject based on said diagnosis.
2. The method of claim 1 , further comprising the step of comparing the information with information in a database of bone structure measurements obtained from selected subjects.
3. The method of claim 1 , wherein the treatment comprises administering one or more antiresorptive agents.
4. The method of claim 1 , wherein the treatment comprises administering one or more anabolic agents.
5. The method of claim 3 , wherein the treatment further comprises administering one or more anabolic agents.
6. A method of determining bone mineral density from an x-ray image in a computer system, the method comprising the steps of
(a) determining density of one or more internal standards in said image;
(b) creating a weighted mean between the values obtained in step (a); and
(c) utilizing said weighted mean to determine bone mineral density of bone in a sliding ROI in said image.
7. The method of claim 6 , wherein the internal references are selected from the group consisting of air, fat, water, metal and combinations thereof.
8. A method of determining bone structure from an x-ray image in a computer system comprising the steps of
(a) identifying one or more internal standards on said x-ray image;
(b) determining the density or structure of said one or more standards; and
(c) utilizing the density, structure or combinations thereof of said one or more standards to determine bone structure in a sliding ROI in the x-ray image.
9. The method of claim 8 , wherein said internal standard is selected from the group consisting of a tooth, a portion of a tooth, cortical bone, air, subcutaneous fat, and muscle.
10. A method of evaluating, using a computer system, bone disease in a subject, the method comprising the steps of:
(a) obtaining an x-ray image from said subject, wherein said image includes one or more bones;
(b) assessing bone mineral density in at least one sliding ROI of said image;
(c) assessing bone structure in said sliding ROI; and
(d) combining said assessments of bone mineral density and bone structure to evaluate bone disease.
11. The method of claim 10 , wherein said bone disease comprises the risk of bone fracture or the risk of osteoporotic fracture.
12. The method of claim 10 , wherein said evaluation comprises diagnosing bone disease.
13. The method of claim 10 , wherein said evaluation comprises monitoring the progression of bone disease.
14. The method of claim 10 , further comprising selecting a therapy based on the evaluation of bone disease and administering said therapy to said subject.
15. The method of claim 14 , wherein said evaluation comprises monitoring the progression of bone disease during or after administration of said selected therapy.
16. The method of claim 10 , further comprising the step of assessing one or more macro-anatomical parameters in said image and combining said assessment of bone mineral density, bone structure and macro-anatomical parameters to diagnose bone disease.
17. A method of treating bone disease in a subject, the method comprising the steps of:
(a) obtaining an image from said subject, wherein said image includes one or more bones;
(b) assessing, using a computer system, bone mineral density in at least one sliding ROI of said image;
(c) assessing bone structure in said sliding ROI;
(d) combining said assessments of bone mineral density and bone structure to evaluate bone disease;
(e) selecting a therapy based on the evaluation of bone disease; and
(f) administering said therapy to said subject.
18. The method of claim 17 , wherein steps (a) to (d) are repeated.
19. The method of claim 17 , wherein steps (a) to (e) are repeated.
20. A method for evaluating, using a computer system, bone disease in a subject, the method comprising the steps of:
(a) obtaining an image of said subject wherein said image includes one or more bones;
(b) assessing bone structure of said bone in a sliding ROI in said image;
(c) assessing one or more macro-anatomical parameters in said image; and
(d) combining the assessments bone structure and macro-anatomical parameter assessment to evaluate bone disease.
21. The method of claim 20 , wherein said bone disease comprises the risk of bone fracture.
22. The method of claim 21 , wherein said fracture is osteoporotic fracture.
23. The method of claim 20 , wherein said evaluation comprises diagnosing bone disease.
24. The method of claim 20 , wherein said evaluation comprises monitoring the progression of bone disease.
25. The method of claim 24 , wherein the monitoring comprises repeating steps (a) to (d) at two or more time points.
26. The method of claim 20 , further comprising selecting a therapy based on the evaluation of bone disease and administering said therapy to said subject.
27. The method of claim 26 , wherein said evaluation comprises monitoring the progression of bone disease during or after administration of said selected therapy.