US5123055A
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Method and an apparatus for differentiating a sample of biological cells
Assignee: Iris International Inc
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Filing: 1989-08-10
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Granted: 1992-06-16
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Expires: 2009-08-10
Abstract
Abstract A and an apparatus method for quickly and easily identifying the five basic components of leukocyte cells: basophils, eosinophils, neutrophils, monocytes and lymphocytes is disclosed. The method measures the size of each of the cells. Computation of the quantile feature of the cells and their color is then made. BA and EO cells are differentiated from LY and MO and Ne cells using the present method. BA and EO cells can also be differentiated from LY, MO, and Ne cells using methods of the prior art. Once BA and EO cells have been differentiated from the five leukocyte cells, LY cells can be differentiated from MO and NE cells based upon the size of the LY cells. The average color intensity of the LY cells determined is then used as the threshold to differentiate MO cells from NE cells.
Inventors
- 👤 Harvey L. Kasdan
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-01 04:19
CPC Classifications
G; G01; G01N; G01N15/00; G01N15/10; G01N15/14; G01N15/1468; G06; G06V; G06V20/00; G06V20/60; G06V20/69; G01N15/1429; G01N15/1433; G01N15/01; G01N2015/016
Claims Analysis
Total Claims: 8
Claim 1
Independent Claim
249 words
A method of differentiating a sample of leukocyte cells having lymphocyte (LY) cells, monocyte (MO) cells, neutrophil (NE) cells, eosinophil (EO) cells, and basophil (BA) cells from one another, wherein the method comprises the steps of: imaging said sample in a field of view; determining the boundary of each cell in said field of view; measuring the cumulative histogram of intensity values within the boundary of each cell for a plurality of different colors; measuring the cumulative histogram of intensity values of the background, outside the boundary of all the cells, for each of said plurality of different colors; computing the normalized interior pixel value for each of said plurality of different colors; computing a first number of quantiles for each of said plurality of different colors using said normalized interior pixels by: ##EQU3## where b=blue, g=green, r=red bp n =normalized blue interior pixel gp n =normalized green interior pixel rp n =normalized red interior pixel; and differentiating said white blood cells by the following rules: A. differentiating BA cells form other cells by using quantile features; B. differentiating EO cells from other cells by quantile features; C. differentiating LY cells from other cells by measuring the size of each of said remaining cells; if the size of a cell measured is less than a threshold, then said cell is LY; measuring the average color of said LY cells determined; and differentiating said MO cells from said NE cells based upon the average color of said LY cells determined.
Claim 2
Independent Claim
249 words
A method of differentiating a sample of leukocyte cells having lymphocyte (LY) cells, monocyte (MO) cells, neutrophil (NE) cells, eosinophil (EO) cells, and basophil (BA) cells from one another, wherein the method comprises the steps of: imaging said sample in a field of view; determining the boundary of each cell in said field of view; measuring the cumulative histogram of intensity values within the boundary of each cell for a plurality of different colors; measuring the cumulative histogram of intensity values of the background, outside the boundary of all the cells, for each of said plurality of different colors; computing the normalized interior pixel value for each of said plurality of different colors; computing a first number of quantiles for each of said plurality of different colors using said normalized interior pixels by: ##EQU3## where b=blue, g=green, r=red bp n =normalized blue interior pixel gp n =normalized green interior pixel rp n =normalized red interior pixel; and differentiating said white blood cells by the following rules: A. differentiating BA cells form other cells by using quantile features; B. differentiating EO cells from other cells by quantile features; C. differentiating LY cells from other cells by measuring the size of each of said remaining cells; if the size of a cell measured is less than a threshold, then said cell is LY; measuring the average color of said LY cells determined; and differentiating said MO cells from said NE cells based upon the average color of said LY cells determined.
Claim 3
Dependent Claim
51 words
The method of claim 1 wherein said differentiating step (C) further comprising: if d1t<1600, then those cells that satisfy this criterion are LY cells and all others are NE cells where: d1t--2.817*(sdrmb--2125)-qbmg2, sdrmb--is the standard deviation of the term rmb (as previously defined), qbmg2--is the second quantile of the term bmg.
Claim 4
Dependent Claim
100 words
The method of claim 1 wherein said differentiating step (C) further comprising: if d1t<LY(AVG(qbi0))*(-95.47)+9062, where LY(AVG(qbi0))-- is the average value of qbi0 computed for cells less than 200 pixels in area where qbi0 is the zeroth quantile of the blue channel intensity or minimum blue intensity; For cells less than 200 pixel in area, 95+% of which will be LY cells. Thus, the operand LY is used to denote that the term is the average value of the d0t computed for LY cells where d0t=0.093*qbi0-qgi0, where qgi0 is the zeroth quantile of the green channel intensity or minimum green intensity.
Claim 5
Independent Claim
220 words
A method of differentiating a sample of leukocyte cells having lymphocyte (LY) cells, moncyte (MO) cells, meutrophil (NE) cells, eosinophil (EO) cells, and basophil (BA) cells from one another, wherein the method comprises the steps of: imaging said sample in a field of view; determining the boundary of each cell in said field of view; measuring the cumulative histogram of intensity values within the boundary of each cell for a plurality of different colors; measuring the cumulative histogram of intensity values of the background, outside the boundary of all the cells, for each of said plurality of different colors; computing the normalized interior pixel value for each of said plurality of different colors; computing a first number of quantiles for each of said plurality of different colors; and differentiating said white blood cells by the following rules: A. differentiating BA cells from other cells by using quantile features; B. differentiating EO cells from other cells by quantile features; C. differentiating LY cells from other cells by measuring the size of each of said remaining cells; if the size of a cell measured is less than a threshold, then said cell is LY; measuring the average color of said LY cells determined; and differentiating said MO cells from said NE cells based upon the average color of said LY cells determined.
Claim 6
Independent Claim
220 words
A method of differentiating a sample of leukocyte cells having lymphocyte (LY) cells, moncyte (MO) cells, meutrophil (NE) cells, eosinophil (EO) cells, and basophil (BA) cells from one another, wherein the method comprises the steps of: imaging said sample in a field of view; determining the boundary of each cell in said field of view; measuring the cumulative histogram of intensity values within the boundary of each cell for a plurality of different colors; measuring the cumulative histogram of intensity values of the background, outside the boundary of all the cells, for each of said plurality of different colors; computing the normalized interior pixel value for each of said plurality of different colors; computing a first number of quantiles for each of said plurality of different colors; and differentiating said white blood cells by the following rules: A. differentiating BA cells from other cells by using quantile features; B. differentiating EO cells from other cells by quantile features; C. differentiating LY cells from other cells by measuring the size of each of said remaining cells; if the size of a cell measured is less than a threshold, then said cell is LY; measuring the average color of said LY cells determined; and differentiating said MO cells from said NE cells based upon the average color of said LY cells determined.
Claim 7
Independent Claim
168 words
A method of differentiating a sample of blood cells having at least three types of different cells from one another, wherein the method comprises the steps of: forming an image of said sample; segmenting said image to form a plurality of pixels; measuring the pixels associated with each cell for a plurality of different colors, computing a quantile form said pixel measured associated with each of the different cells for each of said plurality of different colors; differentiating said blood cells by the following rules: A. differentiating a first type of cell from other cells by using quantile features; B. differentiating a second type of cell from other cells by measuring the size of each of said remaining cells; if the size of a cell measured is less than a threshold, then said cell is said second type; measuring the average color of said second type of cell determined; and differentiating the remainder of the cells based upon the average color of said second type of cell determined.
Claim 8
Independent Claim
168 words
A method of differentiating a sample of blood cells having at least three types of different cells from one another, wherein the method comprises the steps of: forming an image of said sample; segmenting said image to form a plurality of pixels; measuring the pixels associated with each cell for a plurality of different colors, computing a quantile form said pixel measured associated with each of the different cells for each of said plurality of different colors; differentiating said blood cells by the following rules: A. differentiating a first type of cell from other cells by using quantile features; B. differentiating a second type of cell from other cells by measuring the size of each of said remaining cells; if the size of a cell measured is less than a threshold, then said cell is said second type; measuring the average color of said second type of cell determined; and differentiating the remainder of the cells based upon the average color of said second type of cell determined.
References Cited (Backward Citations)
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