IP Library Granted Patent US 8,199,997
Granted Patent B2
US 8,199,997 · App. 12/193,666 · Granted Jun 12, 2012

Feature dependent extended depth of focusing on semi-transparent biological specimens

Assignee: CDX Laboratories, Inc.
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Quick Facts
Patent No.
US 8,199,997
App. No.
12/193,666
Granted
Jun 12, 2012
Kind
B2
Abstract

A method and system for constructing a digital image of a three-dimensional biological specimen that displays diagnostically important information—substantially to the exclusion of unimportant information. The system de-enhances features in a cellular specimen which are not diagnostically important and enhances those which are. The system selects the sharpest pixel for each pixel location from among a stack of image slices and copies them into a composite image.

Claims (31)

1. A method for creating an image of at least a portion of a three-dimensional semi-transparent biological specimen, said method comprising the steps of:

a) positioning a microscope slide under a microscope, said microscope slide comprising a three-dimensional biological specimen, said three-dimensional biological specimen comprising cells, said cells being located on different z-axis planes;

b) obtaining a stack of images, said stack comprising a plurality of slices of said portion of said specimen, each of said plurality of slices comprising an image of said specimen obtained from a different focal distance, each of said slices comprising a plurality of pixels, said stack of images comprising images of at least two cells each of said at least two cells located on different z-axis planes;

c) performing at least one of a closing and a dilation on said plurality of slices;

d) calculating the sharpness values of said plurality of pixels in said plurality of slices in said stack and storing max-sharpness values for said plurality of pixels; and

e) comparing the sharpness values for pixels in specific locations on a slice to stored max-sharpness values for pixels corresponding to said specific locations on previous slices in a stack.

2. The method of claim 1 , wherein step (e) is performed on each pixel of a second slice in a stack of slices and slices obtained after said second slice.

3. The method of claim 1 , further comprising the step of selecting the pixels having maximum sharpness as determined in step (e) and updating an index with said maximum sharpness values.

4. The method of claim 3 , further comprising the step of copying the sharpest pixels from said index into a composite image.

5. The method of claim 1 , wherein a morphological closing and a dilation is performed after step (d).

6. The method of claim 4 , wherein a plurality of said composite images are stitched together to form a digital image of said specimen.

7. The method of claim 6 , further comprising the step of displaying said digital image of said specimen on a monitor.

8. The method of claim 7 , further comprising the step of analyzing said digital image with a specialized computer.

9. A system for creating a digital image of a semi-transparent three-dimensional biological specimen comprising:

a semi-transparent cellular sample comprising disaggregated tissue, said cellular sample comprising cells overlying other cells;

a computer apparatus;

a microscope for obtaining a stack of image slices, each of said slices corresponding to different focal planes;

a data storage device for storing said images;

software configured to perform a plurality of erosions to de-enhance a cell boundary, a number of said plurality of erosions being proportional to a pixel thickness of a cell boundary, calculate maximum sharpness values for pixels of said slices, perform at least one of a closing and a dilation on said slices, and compare the maximum sharpness for pixels at various locations in a slice with that of pixels of corresponding locations from slices whose maximum sharpness have previously been calculated.

10. The system of claim 9 , wherein said software is configured to select the pixels of maximum sharpness and build a composite image with said pixels of maximum sharpness.

11. The system of claim 10 , wherein said software is configured to stitch together a plurality of said composite images to form a digital image of said three-dimensional biological specimen.

12. The system of claim 10 , further comprising a computer analytical system for analyzing said digital image of said specimen.

13. A method of constructing a digital image of a three-dimensional biological specimen, said specimen comprising cells having cell walls and cell nuclei, said method comprising the steps of:

obtaining a three-dimensional biological specimen, said specimen comprising cells, said cells being located on different z-axis planes;

acquiring a plurality of image slices of said specimen from a plurality of focal distances;

de-enhancing images cell boundaries;

enhancing images of cell nuclei;

selecting the sharpest pixels for each pixel location from among the plurality of slices; and

copying said sharpest pixels into a composite image.

14. The method of claim 13 , wherein said step of de-enhancing images of cell boundaries comprises the step of performing a morphological erosion.

15. The method of claim 13 , wherein said enhancing step comprises the step of performing a dilation.

Assignments (9)
SECURITY INTEREST Recorded Aug 17, 2017
From: CDX MEDICAL IP, INC.
To: WHITE OAK HEALTHCARE FINANCE, LLC
Reel/Frame 043317/0567 →
RELEASE OF SECURITY INTEREST Recorded Aug 3, 2017
From: GOLDSTEIN FAMILY LIMITED PARTNERSHIP L.P., AS AGENT FOR THE SECURED PARTIES
To: CDX DIAGNOSTICS, INC.; ORAL CANCER PREVENTION INTERNATIONAL, INC.
Reel/Frame 043190/0710 →
RELEASE OF SECURITY INTEREST Recorded Aug 3, 2017
From: SHERFAM INC.
To: CDX DIAGNOSTICS, INC.; ORAL CANCER PREVENTION INTERNATIONAL, INC.
Reel/Frame 043190/0660 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 12, 2017
From: CDX DIAGNOSTICS, INC.
To: CDX MEDICAL IP, INC.
Reel/Frame 042988/0854 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 29, 2017
From: CDX LABORATORIES, INC.
To: GOLDSTEIN FAMILY PARTNERSHIP, L.P. AS AGENT FOR SECURED PARTIES
Reel/Frame 042865/0433 →
NUNC PRO TUNC ASSIGNMENT Recorded Jun 29, 2017
From: GOLDSTEIN FAMILY PARTNERSHIP, L.P. AS AGENT FOR SECURED PARTIES
To: CDX DIAGNOSTICS, INC.
Reel/Frame 042865/0637 →
SECURITY AGREEMENT Recorded Jan 23, 2013
From: CDX DIAGNOSTICS, INC.; CDX LABORATORIES, INC.; ORAL CANCER PREVENTION INTERNATIONAL, INC.
To: GOLDSTEIN FAMILY LIMITED PARTNERSHIP, LP; SHERFAM, INC.
Reel/Frame 029676/0450 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 21, 2010
From: OCPI INC.
To: CDX LABORATORIES, INC.
Reel/Frame 025023/0184 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Nov 4, 2008
From: RUTENBERG, MARK; SCOTT, RICHARD; TJON, ROBERT; FRIST, STEPHEN, DR.
To: OCPI INC.
Reel/Frame 021781/0072 →
Continuity (2)
Provisional Application 60956504 · Aug 17, 2007
Related Publication 20090046909A1 · Feb 19, 2009