OFF-FOCUS MICROSCOPIC IMAGES OF A SAMPLE
Apparatus and methods are described use with a bodily sample that contains cells. A microscope ( 24 ) is focused, such that a focal plane of the microscope ( 24 ) at least approximately coincides with a level at which at least some cells belonging to the sample are at least partially disposed. At least one on-focus microscopic image of the sample, while the focal plane of the microscope ( 24 ) approximately coincides with the level. The microscope ( 24 ) is focused such that the focal plane of the microscope is offset with respect to the level, at least one off-focus microscopic image of the sample is acquired, while the focal plane of the microscope ( 24 ) is offset with respect to the level. A property of at least a portion of the sample is determined, at least partially based upon the on-focus and off-focus images. Other applications are also described.
1 . A method for use with a bodily sample that contains cells, the method comprising:
focusing a microscope such that a focal plane of the microscope at least approximately coincides with a level at which at least some cells belonging to the sample are at least partially disposed;
acquiring at least one on-focus microscopic image of the sample, while the focal plane of the microscope approximately coincides with the level;
focusing the microscope such that the focal plane of the microscope is offset with respect to the level;
acquiring at least one off-focus microscopic image of the sample, while the focal plane of the microscope is offset with respect to the level; and
determining a property of at least a portion of the sample, at least partially based upon the on-focus and off-focus images.
2 . The method according to claim 1 , wherein acquiring at least one off-focus microscopic image of the sample while the focal plane of the microscope is offset with respect to the level comprises acquiring at least one off-focus microscopic image of the sample while the focal plane of the microscope is offset with respect to the level by a predetermined offset.
3 . The method according to claim 1 , wherein determining a property of at least a portion of the sample at least partially based upon the on-focus and off-focus image comprises inputting the on-focus and off-focus image into a machine-learning classifier, the machine-learning classifier being configured to determine a property of at least a portion of the sample at least partially based upon the on-focus and off-focus image.
4 . The method according to claim 1 , wherein determining a property of at least a portion of the sample at least partially based upon the on-focus and off-focus image comprises deriving one or more parameters from the on-focus and off-focus image and inputting the one or more derived parameters into a machine-learning classifier, the machine-learning classifier being configured to determine a property of at least a portion of the sample at least partially based upon the derived parameters.
5 . The method according to claim 1 , wherein the sample includes a blood sample, and wherein acquiring at least one off-focus microscopic image of the sample while the focal plane of the microscope is offset with respect to the level comprises acquiring at least one off-focus microscopic image of the sample with the sample illuminated with light having a wavelength of between 505 nm and 535 nm.
6 . The method according to claim 1 , wherein the sample includes a blood sample, and wherein acquiring at least one off-focus microscopic image of the sample while the focal plane of the microscope is offset with respect to the level comprises acquiring at least one off-focus microscopic image of the sample with the sample illuminated with light having a wavelength of between 400 nm and 450 nm.
7 . The method according to claim 1 , wherein the sample includes a blood sample, and wherein acquiring at least one off-focus microscopic image of the sample while the focal plane of the microscope is offset with respect to the level comprises acquiring at least one off-focus microscopic image of the sample with the sample illuminated with light having a wavelength of between 620 nm and 640 nm.
8 . The method according to claim 1 , wherein focusing the microscope such that the focal plane of the microscope is offset with respect to the level comprises focusing the microscope such that the focal plane of the microscope is set closer to an objective lens of the microscope than the level at which at least some cells belonging to the sample are at least partially disposed.
9 . The method according to claim 1 , wherein focusing the microscope such that the focal plane of the microscope is offset with respect to the level comprises focusing the microscope such that the focal plane of the microscope is set farther from an objective lens of the microscope than the level at which at least some cells belonging to the sample are at least partially disposed.
10 . The method according to claim 1 , wherein focusing the microscope such that the focal plane of the microscope is offset with respect to the level comprises focusing the microscope such that the focal plane of the microscope is offset with respect to the level at which at least some cells belonging to the sample are at least partially disposed by between 20 microns and 100 microns.
11 . The method according to claim 1 , wherein focusing the microscope such that the focal plane of the microscope is offset with respect to the level comprises focusing the microscope such that the focal plane of the microscope is offset with respect to the level at which at least some cells belonging to the sample are at least partially disposed by between one and five depths of focus of the microscope.
12 . The method according to claim 1 , further comprising allowing some cells within the sample to settle such as to form a monolayer at a monolayer focus level, wherein focusing the microscope such that the focal plane of the microscope at least approximately coincides with a level at which at least some cells belonging to the sample are at least partially disposed comprises focusing the microscope such that the focal plane of the microscope at least approximately coincides with the monolayer focus level.
13 . The method according to claim 1 , further comprising allowing some cells within the sample to settle such as to form a monolayer at a monolayer focus level, with other cells within the sample suspended at at least one additional level within the sample, wherein focusing the microscope such that the focal plane of the microscope at least approximately coincides with a level at which at least some cells belonging to the sample are at least partially disposed comprises focusing the microscope such that the focal plane of the microscope at least approximately coincides with the additional level at which the other cells within the sample are suspended.
14 . The method according to claim 1 , wherein determining the property of the portion of the sample, at least partially based upon the on-focus and off-focus image comprises normalizing the on-focus and off-focus image with respect to each other and determining the property of the portion of the sample, at least partially based upon the normalization.
15 . The method according to claim 1 , wherein the sample includes a blood sample, and wherein determining the property of the portion of the sample at least partially based upon the on-focus and off-focus image comprises identifying one or more entities within the blood sample at least partially based upon the on-focus and off-focus image, the one or more entities selected from the group consisting of: a platelet, a leukocyte, a lymphocyte, a granulocyte, a monocyte, a neutrophil, a banded neutrophil, an eosinophil, a basophil, and a macrophage.
16 . The method according to claim 1 , wherein the sample includes a blood sample, and wherein determining the property of the portion of the sample at least partially based upon the on-focus and off-focus image comprises identifying a blast cell within the blood sample at least partially based upon the on-focus and off-focus image.
17 . The method according to claim 1 , wherein determining the property of the portion of the sample at least partially based upon the on-focus and off-focus image comprises identifying outlines of one or more entities within the sample at least partially based upon the on-focus and off-focus image.
18 . The method according to claim 17 , wherein determining the property of the portion of the sample at least partially based upon the on-focus and off-focus image further comprises estimating a parameter of the one or more entities at least partially based upon the identified outlines, the parameters selected from the group consisting of: cell area and cell volume.
19 . The method according to claim 17 , wherein determining the property of the portion of the sample at least partially based upon the on-focus and off-focus image further comprises estimating a parameter of sample at least partially based upon the identified outlines, the at least one parameter selected from the group consisting of: mean cell area and mean cell volume.
20 . Apparatus for use with a bodily sample that contains cells, the apparatus comprising:
a microscope; and
a computer processor configured to:
focus the microscope such that a focal plane of the microscope at least approximately coincides with a level at which at least some cells belonging to the sample are at least partially disposed,
drive the microscope to acquire at least one on-focus microscopic image of the sample, while the focal plane of the microscope approximately coincides with the level,
focus the microscope such that the focal plane of the microscope is offset with respect to the level,
drive the microscope to acquire at least one off-focus microscopic image of the sample, while the focal plane of the microscope is offset with respect to the level, and
determine a property of at least a portion of the sample, at least partially based upon the on-focus and off-focus images.
21 . A method for use with a bodily sample that contains cells, the method comprising:
focusing the microscope such that the focal plane of the microscope is offset with respect to a level at which at least some cells belonging to the sample are at least partially disposed;
acquiring at least one off-focus microscopic image of the sample, while the focal plane of the microscope is offset with respect to the level; and
at least partially based upon the off-focus image, performing one or more actions selected from the group consisting of: identifying an entity disposed within the level, determining outlines of an entity disposed within the level, determining a parameter of an entity disposed within the level, determining a parameter of the sample, and any combination thereof.
22 - 54 . (canceled)