IP Library Granted Patent US 7,046,834
Granted Patent B2
US 7,046,834 · App. 10/029,103 · Granted May 16, 2006

Method for measuring bone mineral density by using X-ray image

Assignee: Electronics and Telecommunications Research Institute
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Quick Facts
Patent No.
US 7,046,834
App. No.
10/029,103
Granted
May 16, 2006
Kind
B2
Abstract

A method for measuring a bone mineral density, by use of an x-ray image, in a bone mineral density measuring system, includes the steps of: (a) obtaining an X-ray image of bone; (b) setting a region of interest on the obtained X-ray image of bone; (c) calculating a background trend due to soft tissues, at a bone portion within the selected region of interest; and (d) calculating an index of the bone mineral density by removing the background trend due to the soft tissues, at the bone portion within the selected region of interest.

Claims (33)

1. A method for measuring a bone mineral density, by use of an x-ray image, in a bone mineral density measuring system, comprising the steps of:

(a) obtaining an X-ray image of bone;

(b) setting a region of interest on the obtained X-ray image of bone;

(c) calculating a background trend due to soft tissues, at a bone portion within the set region of interest;

(d) removing the background trend from a gray-level of each pixel at the bone portion;

(e) calculating an average value (<G>) of gray-level values at the bone portion after the background trend is removed;

(f) calculating a weighted average (P) of the bone widths within the region of interest; and

(g) calculating an index of the bone mineral density by adding a value of the weighted average (P) multiplied by a specific constant (c 0 ) to the average value (<G>), at the bone portion within the set region of interest.

2. The method as recited in claim 1 , wherein the region of interest, containing the soft tissue portions at a left and right of the bone portion, is set in the obtained x-ray image of bone.

3. The method as recited in claim 1 , wherein said step (c) includes the steps of;

(c1) selecting a fitting function to calculate the background trend of the bone portion; and

(c2) setting the background trend by interpolating the gray-level profiles of the soft tissue portions adjacent to the bone portion into the bone portion by the selected fitting function.

4. The method as recited in claim 3 , wherein said step (c2) includes the steps of;

(c2-a) obtaining the gray-level profile from the region of interest;

(c2-b) dividing the obtained gray-level profile into the bone portion and the soft tissue portions; and

(c2-c) interpolating the gray-level profiles of the divided soft tissue portions into the bone portion by the fitting function and setting and interpolation result to the background trend due to the soft tissues.

5. The method as recited in claim 3 , wherein the fitting function is a polynominal of a 4 th order or less.

6. The method as recited in claim 5 , wherein a fitting of the polynomial is done by a Levenberg-Marquardt fitting method.

7. The method as recited in claim 1 , wherein the weighted average (P) is set to the average bone width within the region of interest.

8. The method as recited in claim 1 , wherein the weighted average (P) is set by dividing a sum of squares of the bone widths within the region of interest by a sum of the bone widths within the region of interest.

9. The method as recited in claim 1 , wherein the specific constant (c 0 ) of said step (g) is set to zero.

10. The method as recited in claim 1 , wherein the specific constant (c 0 ) of said step (g) is set to a value that minimizes a least-squares fit error between the index of bone mineral density (<G>+c 0 P) and the bone mineral density measured by a bone mineral density measuring equipment.

11. A computer readable recording medium storing instructions to implement a method for measuring a bone mineral density, by use of an x-ray image, in a bone mineral density measuring system, said method comprising the steps of:

(a) obtaining an X-ray image of bone;

(b) setting a region of interest on the obtained X-ray image of bone;

(c) calculating a background trend due to soft tissues, at a bone portion within the set region of interest;

(d) removing the background trend from a gray-level of each pixel at the bone portion;

(e) calculating an average value (<G>) of gray-level values at the bone portion after the background trend is removed;

(f) calculating a weighted average (P) of the bone widths within the region of interest; and

(g) calculating an index of the bone mineral density by adding a value of the weighted average (P) multiplied by a specific constant (c 0 ) to the average value (<G>), at the bone portion within the set region of interest.

12. The storage medium as recited in claim 11 , wherein said step (c) includes the steps of:

(c1) selecting a fitting function to calculate the background trend at the bone portion; and

(c2) setting the background trend by interpolating the gray-level profile of the soft tissue portions adjacent to the bone portion into the bone portion by the selected fitting function.

Assignments (2)
LICENSE Recorded Mar 17, 2014
From: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
To: INTELLECTUAL DISCOVERY CO., LTD.
Reel/Frame 032456/0991 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 21, 2001
From: LEE, SOO YEUL; KIM, SEUNG HWAN; JEONG, JI WOOK; PARK, SEON HEE
To: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
Reel/Frame 012414/0692 →
Priority Claims (2)
KR 2001-25238 · May 9, 2001 · national
KR 2001-45123 · Jul 26, 2001 · national
Continuity (1)
Related Publication 20020181755A1 · Dec 5, 2002