System and method for predicting future fractures
원문보기
IPC분류정보
국가/구분
United States(US) Patent
등록
국제특허분류(IPC7판)
G06K-009/00
G06T-007/00
출원번호
US-0779552
(2010-05-13)
등록번호
US-8965075
(2015-02-24)
발명자
/ 주소
Arnaud, Claude
Liew, Siau-Way
Steines, Daniel
Vargas-Voracek, Rene
출원인 / 주소
ImaTx, Inc.
대리인 / 주소
Sunstein Kann Murphy & Timbers LLP
인용정보
피인용 횟수 :
10인용 특허 :
144
초록▼
A method of predicting bone or articular disease in a subject includes determining one or more micro-structural parameters, one or more macroanatomical parameters or biomechanical parameters of a joint in the subject and combining at least two of the parameters to predict the risk of bone or articul
A method of predicting bone or articular disease in a subject includes determining one or more micro-structural parameters, one or more macroanatomical parameters or biomechanical parameters of a joint in the subject and combining at least two of the parameters to predict the risk of bone or articular disease.
대표청구항▼
1. A method of evaluating a bone condition in a subject using a computer system, comprising: obtaining an image of a bone of the subject at an initial time,placing one or more reference markers on the image in their home states using an automatic algorithm,selecting one or more regions of interest f
1. A method of evaluating a bone condition in a subject using a computer system, comprising: obtaining an image of a bone of the subject at an initial time,placing one or more reference markers on the image in their home states using an automatic algorithm,selecting one or more regions of interest from the image based on the one or more reference markers placed on the image,obtaining one or more parameters from the one or more regions of interest, wherein the one or more parameters are selected from micro-structural parameters, macroanatomical parameters and biomechanical parameters,combining at least two parameters by univariate, bivariate or multivariate statistical analysis, anddetermining the bone condition using the one or more parameters, which includes the combined parameter. 2. The method of claim 1, wherein the one or more reference markers are geometric markers. 3. The method of claim 1, wherein the location of the one or more reference markers is based on anatomical landmarks. 4. The method of claim 1, wherein the one or more reference markers are placed on the image using user a-priori input. 5. The method of claim 1, wherein the at least two parameters include one or more microstructural parameters and one or more macroanatomical parameters. 6. The method of claim 1, wherein the at least two parameters include one or more microstructural parameters and one or more biomechanical parameters. 7. The method of claim 1, wherein the bone is in a region selected from the group consisting of leg, knee, hip, ankle, spine, radius and arm. 8. The method of claim 1, wherein the bone condition is osteoporosis, bone strength or fracture risk. 9. The method of claim 1, wherein the image is selected from the group consisting of an X-ray image, a CT image, an ultrasound image and an MRI. 10. The method of claim 1, wherein the step of determining includes comparing the one or more parameters to data derived from a reference database of known bone condition parameters. 11. The method of claim 1, wherein the reference database includes bone condition parameters derived from images from bones of one or more known conditions. 12. The method of claim 11, wherein the one or more known conditions include osteoporosis, a fracture or bone failure load. 13. The method of claim 1, further comprising: selecting a candidate agent based on the bone condition of the subject,administering the candidate agent to the subject,obtaining a second image of the bone of the subject at a later time,selecting one or more regions of interest from the second image using the one or more reference markers,obtaining a second set of one or more parameters from the one or more regions of interest from the second image, anddetermining the bone condition at the later time using the one or more parameters. 14. A method of evaluating a bone condition in a subject using a computer system, comprising: obtaining an image of a bone of the subject,placing one or more reference markers on the image in their home states using an automatic algorithm,selecting one or more regions of interest from the image based on the one or more reference markers placed on the image,obtaining one or more parameters from the one or more regions of interest, wherein the one or more parameters are selected from micro-structural parameters, macroanatomical parameters and biomechanical parameters,combining at least two parameters by univariate, bivariate or multivariate statistical analysis,comparing the one or more parameters, which includes the combined parameter, to data derived from a reference database of known bone condition parameters, anddetermining the bone condition based on the comparison. 15. A method of evaluating a bone condition in a subject using a computer system, comprising: obtaining an image of a bone of the subject,placing one or more reference markers on the image in their home states using an automatic algorithm,selecting one or more regions of interest from the image, wherein the selection is automated based on the one or more reference markers placed on the image,obtaining one or more parameters from the one or more regions of interest, wherein the one or more parameters are selected from micro-structural parameters, macroanatomical parameters and biomechanical parameters,combining at least two parameters by univariate, bivariate or multivariate statistical analysis, anddetermining the bone condition using the one or more parameters, which includes the combined parameter.
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