Method and apparatus for reflected imaging analysis

• US 5,983,120 A
• Filed: 06/05/1997
• Issued: 11/09/1999
• Est. Priority Date: 10/23/1995
• Status: Expired due to Fees

• Current Assignee: Intellectual Property MVM B.V.
• Original Assignee: Cytometrics, Inc.
• Inventors: Groner, Warren, Nadeau, Richard G.
• Primary Examiner(s): WINAKUR, ERIC FRANK
• Application Number:
  US08/860,363
• Time in Patent Office: 887 Days
• Field of Search: 600/310, 600/322, 600/473, 600/476, 600/479, 356/39-42, 356/364, 356/369, 356/445, 382/128, 382/130, 382/133, 382/134, 382/274
• US Class Current: 600/310
• CPC Class Codes: A61B 5/0261 using optical means, e.g. infrared light
• CPC Class Codes: A61B 5/14535 for measuring haematocrit
• CPC Class Codes: A61B 5/1455 using optical sensors, e.g. spectral photometrical oximeters
• CPC Class Codes: A61B 5/411 Detecting or monitoring allergy or intolerance reactions to an allergenic agent or substance
• CPC Class Codes: G01N 15/05 in blood
• CPC Class Codes: G01N 15/06 Investigating concentration of particle suspensions by weighing G01N5/00; investigating sedimentation of particle suspensions G01N15/04; investigating individual particles G01N15/10
• CPC Class Codes: G01N 15/1433 using image recognition
• CPC Class Codes: G01N 2015/016 White blood cells
• CPC Class Codes: G01N 2015/018 Platelets
• CPC Class Codes: G01N 2015/1497 Particle shape

Abstract

Reflected imaging is used to perform non-invasive, in vivo analysis of a subject'"'"'s vascular system. A raw reflected image is normalized with respect to the background to form a corrected reflected image. An analysis image is segmented from the corrected reflected image to include a scene of interest for analysis. The method and apparatus can be used to determine such characteristics as the hemoglobin concentration per unit volume of blood, the number of white blood cells per unit volume of blood, a mean cell volume, the number of platelets per unit volume of blood, and the hematocrit. Cross-polarizers can be used to improve visualization of the reflected image.

Claims

1. An apparatus for analysis of blood by use of reflected spectral imaging, comprising:

a light source for illuminating blood, wherein a light path is formed between said light source and the illuminated blood;

a first polarizer for polarizing light from said light source;

image capturing means for capturing a reflected image reflected from the illuminated blood at a depth less than a multiple scattering length, the reflected image traveling along a reflected light path between the illuminated blood and said image capturing means; and

a second polarizer disposed in the reflected light path between the illuminated blood and said image capturing means, wherein a plane of polarization of said second polarizer is 90°

relative to a plane of polarization of said first polarizer.

2. The apparatus according to claim 1, wherein said light source comprises said first polarizer.

3. The apparatus according to claim 2, wherein said light source comprises a laser diode.

4. The apparatus according to claim 1, wherein said image capturing means comprises a charge coupled device (CCD) camera.

5. The apparatus according to claim 4, wherein said image capturing means further comprises a photodetector.

6. The apparatus according to claim 1, wherein said image capturing means comprises a photodetector.

7. The apparatus according to claim 1, further comprising:

a spectral selection means disposed in the reflected light path between said second polarizer and said image capturing means.

8. The apparatus according to claim 1, wherein said light source is a pulsed light.

9. The apparatus according to claim 1, further comprising:

image separating means disposed in the reflected light path between said second polarizer and said image capturing means for separating the reflected image into a first portion and a second portion.

10. The apparatus according to claim 9, wherein said image separating means comprises a dichroic mirror, wherein the first portion of the reflected image is transmitted through said dichroic mirror to said image capturing means, and the second portion of the reflected image is reflected by said dichroic mirror.

11. The apparatus of claim 10, further comprising:

a second image capturing means for capturing the second portion of the reflected image.

12. The apparatus of claim 11, wherein said second image capturing means comprises a charge coupled device (CCD) camera.

13. The apparatus of claim 11, further comprising:

a spectral selection means disposed in the reflected light path between said dichroic mirror and said second image capturing means.

14. The apparatus of claim 1, further comprising:

an image separating means disposed in the reflected light path between said second polarizer and said image capturing means for separating the reflected image into a plurality of portions, wherein a first portion of the reflected image is captured by said image capturing means.

15. The apparatus according to claim 14, further comprising:

a second image capturing means; and

wherein said plurality of portions is two, and a second portion of the reflected image is captured by said second image capturing means.

16. The apparatus according to claim 15, further comprising:

a first spectral selection means disposed in the reflected light path between said image separating means and said image capturing means; and

a second spectral selection means disposed in the reflected light path between said image separating means and said second image capturing means.

17. The apparatus according to claim 16, wherein said first spectral selection means is centered at a wavelength of 550 nm and said second spectral selection means is centered at a wavelength of 650 nm.

18. The apparatus according to claim 1, further comprising:

image correcting and analyzing means coupled to said image capturing means for correcting and analyzing the reflected image.

19. The apparatus according to claim 18, wherein said image correcting and analyzing means comprises a computer.

20. An apparatus for analysis of blood by use of reflected spectral imaging, comprising:

a light source for illuminating blood;

a beam splitter for forming a light path between said light source and the illuminated blood and a reflected light path for a reflected image reflected from the illuminated blood at a depth less than a multiple scattering length;

a first polarizer for polarizing light from said light source;

a camera for capturing the reflected image; and

a second polarizer disposed in the reflected light path between the illuminated blood and said camera, wherein a plane of polarization of said second polarizer is 90°

relative to a plane of polarization of said first polarizer.

21. The apparatus according to claim 20, wherein said light source comprises said first polarizer.

22. The apparatus according to claim 21, wherein said light source comprises a laser diode.

23. The apparatus according to claim 20, wherein said light source is a pulsed light.

24. The apparatus according to claim 20, further comprising:

a heat rejection filter disposed in the light path between said light source and the illuminated blood.

25. The apparatus according to claim 20, further comprising:

an objective lens disposed between said beam splitter and the illuminated blood for magnifying the reflected image, wherein said camera is in a magnified image plane of said objective lens.

26. The apparatus of claim 20, further comprising:

a dichroic mirror disposed in the light path between said second polarizer and said camera for separating the reflected image, wherein a first portion of the reflected image is transmitted through said dichroic mirror to said camera, and a second portion of the reflected image is reflected by said dichroic mirror; and

an image capturing means for capturing the second portion of the reflected image.

27. The apparatus according to claim 26, wherein said image capturing means comprises a second camera.

28. The apparatus according to claim 27, further comprising:

a first spectral selection filter disposed in the light path between said dichroic mirror and said camera; and

a second spectral selection filter disposed in the light path between said dichroic mirror and said second camera.

29. The apparatus according to claim 28, wherein said first spectral selection filter is centered at a wavelength of 550nm and said second spectral selection filter is centered at a wavelength of 650 nm.

30. The apparatus according to claim 26, wherein said image capturing means comprises a photodetector.

31. The apparatus according to claim 20, further comprising:

a computer coupled to said camera for analyzing the reflected image.

32. A method for analysis of blood, comprising:

(1) imaging blood to produce a raw reflected image reflected from a depth less than a multiple scattering length, comprising

(a) illuminating the blood with light polarized by a first polarizer and

(b) capturing a reflected image reflected from the blood, wherein the reflected image is passed through a second polarizer having a lane of polarization 90°

relative to a plane of polarization of the first polarizer to produce the raw reflected image;

(2) applying a correction to the raw reflected image to form a corrected reflected image;

(3) segmenting a scene from the corrected reflected image to form an analysis image; and

(4) analyzing the analysis image for a characteristic of the blood.

33. The method of claim 32, wherein step (2) comprises:

(a) applying a first wavelength filter to the raw reflected image to form a first filtered image;

(b) applying a second wavelength filter to the raw reflected image to form a second filtered image;

(c) taking the negative logarithm of the quotient obtained by dividing the first filtered image by the second filtered image to form the corrected reflected image.

34. The method of claim 33, wherein the first wavelength filter is centered at a first wavelength located at an isobestic point.

35. The method of claim 33, wherein the first wavelength filter is centered at a first wavelength of 550 nm and the second wavelength filter is centered at a second wavelength of 650 nm.

36. The method of claim 32, wherein step (2) comprises applying a velocity correction so that a moving portion of the raw reflected image is extracted from a stationary portion of the raw reflected image to form the corrected reflected image.

37. The method of claim 32, wherein step (3) comprises:

(a) applying an optical intensity criterion to the corrected reflected image.

38. The method of claim 37, wherein step (3) further comprises:

(b) applying a size criterion to the corrected reflected image.

39. The method of claim 38, wherein the size criterion is used to segment large vessels into the analysis image, wherein large vessels are of sufficient size so that a plurality of red blood cells flow side-by-side through them.

40. The method of claim 38, wherein the size criterion is used to segment small vessels into the analysis image, wherein small vessels are of a size so that red blood cells flow substantially single file through them.

41. The method of claim 38, wherein step (3) further comprises:

(c) applying a shape criterion to the corrected reflected image.

42. The method of claim 32, wherein step (3) comprises using spatial frequency to segment the scene from the corrected reflected image.

43. The method of claim 32, wherein step (4) comprises:

(a) determining a mean reflected light intensity of the analysis image; and

(b) converting the mean reflected light intensity of the analysis image into a hemoglobin concentration per unit volume of blood.

44. The method of claim 32, wherein step (4) comprises:

(a) counting white blood cells in the analysis image to determine a number of white blood cells per unit volume of blood.

45. The method of claim 32, wherein step (4) comprises:

(a) determining a mean cell volume from the analysis image.

46. The method of claim 32, wherein step (4) comprises:

(a) counting platelets in the analysis image to determine a number of platelets per unit volume of blood.

47. The method of claim 32, wherein step (4) comprises:

(a) measuring a volume of cells per unit volume of blood in the analysis image to determine hematocrit.

48. The method of claim 32, wherein step (4) comprises:

(a) measuring a volume of cells per unit volume of blood in the analysis image to determine hematocrit (Hct);

(b) determining a mean reflected light intensity of the analysis image;

(c) converting the mean reflected light intensity of the analysis image into a hemoglobin concentration per unit volume of blood (Hb); and

(d) determining a mean cell volume (MCV) from the analysis image.

49. The method of claim 48, further comprising:

(5) determining a red blood cell count (RBC) from the equation

space="preserve" listing-type="equation">RBC=Hct/MCV.

50. The method of claim 48, further comprising:

(5) determining a mean cell hemoglobin concentration (MCHC) from the analysis image.

51. The method of claim 50, further comprising:

(5) determining a mean cell hemoglobin from the equation

space="preserve" listing-type="equation">MCH=MCV×

MCHC.

52. The method of claim 32, wherein the analysis image is segmented from the corrected reflected image so that the analysis image includes capillary plasma.

53. The method of claim 52, wherein step (4) comprises:

(a) determining a mean reflected light intensity of the analysis image; and

(b) converting the mean reflected light intensity of the analysis image into a bilirubin concentration per unit volume of blood.

54. The method of claim 53, wherein step (2) comprises:

(a) applying a first wavelength filter to the raw reflected image to form a first filtered image;

(b) applying a second wavelength filter to the raw reflected image to form a second filtered image;

(c) taking the negative logarithm of the quotient obtained by dividing the first filtered image by the second filtered image to form the corrected reflected image.

55. The method of claim 54, wherein the first wavelength filter is centered at a first wavelength of 450 nm and the second wavelength filter is centered at a second wavelength of 600 nm.

56. The method of claim 52, wherein step (4) comprises:

(a) detecting optical contrast produced by a marker introduced into the blood.

57. The method of claim 56, wherein the marker is used to detect compounds in the capillary plasma.

58. The method of claim 56, wherein the marker is used to detect compounds that attach to cells in the blood.

59. The method of claim 52, wherein step (4) comprises:

(a) detecting natural constituents of plasma.

60. The method of claim 52, wherein step (4) comprises:

(a) detecting non-natural components of plasma.

61. A method for non-invasive, in vivo analysis of blood in large vessels, comprising:

(1) illuminating a portion of a subject'"'"'s vascular system with light polarized by a first polarizer;

(2) capturing a reflected image reflected from the illuminated portion, wherein the reflected image is passed through a second polarizer having a plane of polarization 90°

relative to a plane of polarization of the first polarizer to produce a raw reflected image;

(3) applying a correction to the raw reflected image to form a corrected reflected image;

(4) segmenting a scene from the corrected reflected image that includes large vessels to form an analysis image, wherein large vessels are of sufficient size so that a plurality of red blood cells flow side-by-side through them; and

(5) analyzing the analysis image for a characteristic of blood in large vessels.

62. The method of claim 61, wherein step (4) comprises applying at least one of:

(a) an optical intensity criterion to the corrected reflected image to form an intensity-corrected reflected image;

(b) a size criterion to the intensity-corrected reflected image to form an intensity-and-size-corrected reflected image; and

(c) a shape criterion to the intensity-and-size-corrected reflected image to form the analysis image.

63. The method of claim 62, wherein step (5) comprises:

(a) determining a mean reflected light intensity of the analysis image; and

(b) converting the mean reflected light intensity of the analysis image into a hemoglobin concentration per unit volume of blood (Hb).

64. The method of claim 63, wherein step (3) comprises applying a bi-chromatic correction using a first wavelength centered at 550 nm and a second wavelength centered at 650 nm.

65. The method of claim 62, wherein step (5) comprises:

(a) measuring a volume of cells per unit volume of blood in the analysis image to determine hematocrit (Hct).

66. The method of claim 61, wherein step (2) is performed using stop action.

67. The method of claim 66, wherein step (5) comprises:

(a) counting white blood cells in the analysis image to determine a number of white blood cells per unit volume of blood.

68. The method of claim 67, wherein step (1) is performed using light in the range from 400 nm to 600 nm.

69. The method of claim 66, wherein step (5) comprises:

(a) counting granulocytes in the analysis image; and

(b) counting agranulocytes in the analysis image.

70. The method of claim 61, wherein step (5) comprises:

(a) detecting optical contrast produced by a marker introduced into the subject'"'"'s vascular system.

71. The method of claim 70, wherein the marker is used to detect compounds that attach to cells in the subject'"'"'s vascular system.

72. The method of claim 61, wherein step (5) comprises:

(a) detecting a hemoglobin complex.

73. A method for non-invasive, in vivo analysis of blood in small vessels, comprising:

(1) illuminating a portion of a subject'"'"'s vascular system with light polarized by a first polarizer;

(2) capturing a reflected image reflected from the illuminated portion, wherein the reflected image passes through a second polarizer having a plane of polarization 90°

relative to a plane of polarization of the first polarizer to produce a raw reflected image;

(3) applying a correction to the raw reflected image to form a corrected reflected image;

(4) segmenting a scene from the corrected reflected image that includes small vessels to form an analysis image, wherein small vessels are of a size so that red blood cells flow substantially single file through them; and

(5) analyzing the analysis image for a characteristic of blood in small vessels.

74. The method of claim 73, wherein step (2) is performed using stop action.

75. The method of claim 74, wherein step (5) comprises:

(a) counting platelets in the analysis image to determine a number of platelets per unit volume of blood.

76. The method of claim 73, wherein the analysis image is segmented from the corrected reflected image so that the analysis image includes capillary plasma.

77. The method of claim 76, wherein step (5) comprises:

(a) determining a mean reflected light intensity of the analysis image; and

(b) converting the mean reflected light intensity of the analysis image into a bilirubin concentration per unit volume of blood.

78. The method of claim 77, wherein step (3) comprises applying a bi-chromatic correction using a first wavelength centered at 450 nm and a second wavelength centered at 600 nm.

79. The method of claim 76, wherein step (5) comprises:

(a) detecting optical contrast produced by a marker.

80. The method of claim 79, wherein the marker is used to detect compounds in the capillary plasma.

81. The method of claim 79, wherein the marker is used to detect compounds that attach to cells.

82. The method of claim 73, wherein step (5) comprises:

(a) determining a mean cell volume from the analysis image.

83. The method of claim 73, wherein step (5) comprises:

(a) determining a mean cell hemoglobin concentration (MCHC) from the analysis image.

84. The method of claim 83, wherein step (3) comprises:

(a) applying a bi-chromatic correction using a first wavelength centered at 550 nm and a second wavelength centered at 650 nm.

85. The method of claim 73, wherein step (3) comprises:

(a) applying a velocity correction to the raw reflected image to from the corrected reflected image.

86. The method of claim 73, wherein step (4) comprises applying at least one of:

(a) an optical intensity criterion to the corrected reflected image to form an intensity-corrected reflected image;

(b) a size criterion to the intensity-corrected reflected image to form an intensity-and-size-corrected reflected image; and

(c) a shape criterion to the intensity-and-size-corrected reflected image to form the analysis image.

87. The method of claim 73, wherein step (5) comprises:

(a) detecting natural constituents of plasma.

88. The method of claim 73, wherein step (5) comprises:

(a) detecting non-natural components of plasma.

89. Apparatus for optically penetrating an object and detecting subsurface optical characteristics of an object, comprising:

a light source for illuminating an object at a wavelength such that the multiple scattering depth is small compared to the penetration depth of the illuminating light;

a first polarizer for polarizing light from said light source;

imaging means for detecting an image reflected from beneath the surface of the illuminated object; and

a second polarizer disposed in a reflected light path between the object and said imaging means through which the scattered light passes, wherein a plane of polarization of said second polarizer is substantially orthogonal relative to a plane of polarization of said first polarizer.

90. The apparatus according to claim 89, further comprising:

an objective lens disposed between said first polarizer and the object, wherein said imaging means is in a magnified image plane of said objective lens.

91. The apparatus according to claim 89, further comprising:

reflected light separating means disposed in the reflected light path between said second polarizer and said imaging means for separating the reflected light reflected from the illuminated object, wherein a first portion of the reflected light is transmitted through said reflected light separating means to said imaging means, and a second portion of the reflected light is reflected by said reflected light separating means; and

a second imaging means for imaging the second portion of the reflected light.

92. The apparatus according to claim 91, further comprising:

a first spectral selection means disposed in the reflected light path between said reflected light separating means and said imaging means; and

a second spectral selection means disposed in the reflected light path between said reflected light separating means and said second imaging means.

93. The apparatus according to claim 89, wherein said imaging means comprises a camera.

94. The apparatus according to claim 93, wherein said imaging means further comprises a photodetector.

95. The apparatus according to claim 89, wherein said imaging means comprises a photodetector.

96. The apparatus according to claim 89, further comprising:

a dichroic separator disposed in the reflected light path between said second polarizer and said imaging means.

97. The apparatus according to claim 89, wherein said light source comprises said first polarizer.

98. The apparatus according to claim 97 wherein said light source comprises a laser diode.

99. The apparatus according to claim 89, wherein said light source is monochromatic.

100. The apparatus according to claim 99, wherein said light source comprises a light emitting diode (LED).

101. The apparatus according to claim 99, wherein said light source is polarized.

102. The apparatus according to claim 101, wherein said light source comprises a laser.

103. Apparatus for quantitatively measuring absorption properties of an imaged object, comprising:

a light source for illuminating an object to be imaged;

a first polarizer for polarizing light from said light source;

imaging means for detecting an image reflected from the illuminated object;

a second polarizer disposed in a reflected light path between the object and said imaging means, wherein a plane of polarization of said second polarizer is substantially orthogonal relative to a plane of polarization of said first polarizer; and

measuring means coupled to said imaging means for quantitatively measuring differences in absorption properties between imaged structures using said reflected light image.