IP Library Granted Patent US 11,013,490
Granted Patent B2
US 11,013,490 · App. 15/730,360 · Granted May 25, 2021

Non-invasive determination of muscle tissue size

Inventors: Pierre Sarnow (Littleton, CO); Stephen S. Kurtz (Englewood, CO); Andrew D. Jackson (Denver, CO); Wayne Phillips (Gilbert, AZ)
Assignee: MuscleSound, Inc.
A61B8/0858A61B8/4427A61B8/4461A61B8/5223G06T7/11G06T7/136G06T7/155G06T7/62A61B8/4227A61B8/4472A61B8/56G06T2207/10132G06T2207/30004
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Quick Facts
Patent No.
US 11,013,490
App. No.
15/730,360
Granted
May 25, 2021
Kind
B2
Abstract

Provided is a non-invasive system and method of determining muscle tissue size based on image processing. The method includes receiving at least one ultrasound scan image of at least a portion of a skin layer as disposed above one or more additional tissue layers, the image provided by a plurality of pixels. The method continues by introducing noise into the pixels of the image and thresholding the pixels of the image to provide a binary image having a plurality of structural elements of different sizes. The method continues with morphing the structural elements of the binary image to remove small structural elements and connect large structural elements. With this resulting image, the method distinguishes muscle tissue from remaining elements and determines the muscle tissue size. Associated apparatuses and computer program products are also disclosed.

Claims (49)

1. A non-invasive method of determining muscle tissue size, comprising:

receiving an ultrasound scan image of at least a portion of a skin layer as disposed above one or more additional tissue layers, the ultrasound scan image comprising pixels;

introducing noise into the pixels of the ultrasound scan image;

thresholding the pixels of the ultrasound scan image to provide a binary image having structural elements of different sizes;

morphing the structural elements of the binary image to remove small structural elements and connect large structural elements;

distinguishing muscle tissue from remaining structural elements;

determining the muscle tissue size by doubling a dimension across the muscle tissue at a center of mass of the muscle tissue; and

determining a numeric muscle tissue size rating at least by comparing the muscle tissue size to a goal.

2. The method of claim 1 , wherein distinguishing the muscle tissue further includes evaluating at least a subset of the remaining structural elements.

3. The method of claim 2 , wherein evaluating the at least the subset of the remaining structural elements includes determining, for each structural element, one or more characteristics selected from a group consisting of: area, the center of mass, and horizontal length.

4. The method of claim 2 , wherein the muscle tissue is distinguished to be a tissue layer between a topmost generally horizontal white band that is generally horizontally continuous across the binary image and a bottommost generally horizontal white band that is generally horizontally continuous across the binary image.

5. The method of claim 1 , further comprising imaging a selected portion of a subject's body with an ultrasound device having a movable transducer to provide the ultrasound scan image.

6. The method of claim 5 , further comprising using the imaging of a subject to determine a characteristic of the muscle tissue other than the muscle tissue size.

7. The method of claim 1 , wherein the method is repeated over time upon additional ultrasound scan images to evaluate the muscle tissue size over time.

8. A non-invasive method of determining muscle tissue size, comprising:

providing an ultrasound device having a transducer, the transducer operable in a high frequency range;

selecting a target area of a subject;

adjusting the ultrasound device for a depth of scan appropriate for the selected target area;

disposing the transducer proximate to the subject and perpendicular to the selected target area;

scanning the selected target area by processing ultrasound reflection received by the transducer to provide a scan image of the selected target area, the scan image comprising pixels;

introducing noise into the pixels of the scan image;

thresholding the pixels of the scan image to provide a binary image having structural elements of different sizes;

morphing the structural elements of the binary image to remove small structural elements and connect large structural elements;

distinguishing muscle tissue from remaining structural elements;

determining the muscle tissue size by doubling a dimension across the muscle tissue at a center of mass of the muscle tissue; and

determining a numeric muscle tissue size rating at least by comparing the muscle tissue size to a goal.

9. The method of claim 8 , wherein the morphing is mathematical morphology.

10. The method of claim 8 , wherein the morphing includes applying a morphological function for opening.

11. The method of claim 8 , further comprising vertically cropping one or both sides of the scan image before introducing noise into a remaining central portion of the scan image.

12. The method of claim 11 , wherein between 1/10 and ⅕ of the scan image is vertically cropped from the one or both sides.

13. The method of claim 8 , wherein the method is performed in real time.

14. The method of claim 8 , further comprising using an additional ultrasound scan image of another area of the subject to determine an additional muscle tissue size.

15. A non-invasive method of determining muscle tissue size, comprising:

receiving an ultrasound scan image of at least a portion of a skin layer as disposed above one or more additional tissue layers, and the ultrasound scan image comprising pixels;

introducing noise into the pixels of the ultrasound scan image;

thresholding the pixels of the ultrasound scan image to provide a binary image having structural elements of different sizes;

morphing the structural elements of the binary image to remove small structural elements and connect large structural elements;

distinguishing muscle tissue from remaining structural elements by identifying the muscle tissue as a largest element composed of contiguous pixels having a same value;

determining the muscle tissue size by doubling a dimension across the muscle tissue at a center of mass of the muscle tissue; and

determining a numeric muscle tissue size rating at least by comparing the muscle tissue size to a goal.

16. The method of claim 15 , further comprising reporting the muscle tissue size.

17. The method of claim 15 , wherein the goal is a muscle tissue size goal.

18. The method of claim 15 , wherein the goal is based on:

a historic muscle tissue size;

muscle tissue sizes of other subjects;

comparison of contralateral muscles; or

a performance objective.

19. The method of claim 15 , wherein the dimension across the muscle tissue extends in a direction defined as vertical with respect to a horizontal axis defined by the at least the portion of the skin layer.

20. The method of claim 18 , wherein the performance objective comprises an objective to balance similar muscles or to make a muscle sleeker.

Assignments (5)
SECURITY INTEREST Recorded May 6, 2021
From: MUSCLESOUND, INC.
To: VERTEX FINANCE LIMITED; HODAN, THEODORE J.; HODAN, MARY F.; AZEEZ, MICHAEL; BRAD R. BUSSE LIVING TRUST; CARL D. PETERSON REVOCABLE TRUST; KNORR, WILLIAM C.; SCARPA, JOHN F.; ENGEL, ROBERT B.; MUSCLESOUND INVESTMENT CO., LLC; POWELL FAMILY TRUST; FORDYCE, MICHAEL; KSC HOLDINGS, LP; MITCHELL, WILLIAM E.; HEPTAGON EARLY STAGE LLC; MILLENNIUM TRUST CO., LLC; SENERGY LLC; MUT, STEPHEN R.; WAYNE N. SCHELLE FBO ALEXANDRA OLIVIA SCHELLE; WAYNE N. SCHELLE FBO AMELIA C. SCHELLE; RAINEN FAMILY 2005 IRREVOCABLE TRUST; BRIAN N. KAUFMAN REVOCABLE TRUST U/A 2/13/13; JAMES S. GERSON PERSONAL TRUST U/A 12/08/1981; JEFFREY B. HANES REVOCABLE TRUST DATED 08/01/2008; KRIZEK, CURTIS
Reel/Frame 056172/0385 →
SECURITY INTEREST Recorded Apr 29, 2021
From: MUSCLESOUND, INC.
To: RAINEN FAMILY 2005 IRREVOCABLE TRUST; JEFFREY B. HANES REVOCABLE TRUST DATED 8/1/08; BRIAN N. KAUFMAN REVOCABLE TRUST U/A 2/13/13; CURTIS A. KRIZEK REVOCABLE TRUST U/A 12/17/98; JAMES S. GERSON PERSONAL TRUST U/A 12-8-81
Reel/Frame 056088/0286 →
SECURITY INTEREST Recorded Aug 30, 2018
From: MUSCLESOUND, INC.
To: MUSCLESOUND INVESTMENT CO., LLC
Reel/Frame 046986/0001 →
CERTIFICATE OF CONVERSION Recorded Mar 26, 2018
From: MUSCLESOUND, LLC
To: MUSCLESOUND, INC.
Reel/Frame 045736/0967 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 11, 2017
From: SARNOW, PIERRE; KURTZ, STEPHEN S.; JACKSON, ANDREW D.; PHILLIPS, WAYNE, DR.
To: MUSCLESOUND, LLC
Reel/Frame 043841/0457 →