Systems and methods for measuring particle size in tissue and turbid media
AssigneeThe General Hospital Corporation
InventorsZeinab Hajjarian-Kashany, Seemantini Nadkarni
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Abstract
A system for determining a size of a particle in a sample includes a light source, a camera, and a processor. The processor can be configured to extract polarization-dependent attributes of a speckle pattern that correlate to optical properties of the particle, subject the polarization-dependent attributes to a function to determine the size of the particle, and generate a report indicating the size of the particle in the sample.
Claims26
A system for determining a size of scattering particles in a sample, the system comprising:
- a light source configured to illuminate the sample with polarized light;
- a camera configured to acquire backscattered light from the sample to form a speckle pattern;
- and
- a processor configured to:
- extract polarization-dependent attributes of the speckle pattern from two orthogonal polarization states that correlate to a size of the scattering particles and optical properties of a medium of the sample;
- subject the polarization-dependent attributes to a function to determine the size of the scattering particles;
- and
- generate a report indicating the size of the scattering particles in the sample.
A method for determining a size of scattering particles in a sample comprising:
- illuminating the sample with a polarized light;
- capturing backscattered light from the sample to form a speckle pattern;
- analyzing the speckle pattern to determine attributes that include at least one of a ratio of intensities at orthogonal polarization states, a circularity measure, or a decorrelation rate ratio of speckle intensity modulations at parallel and orthogonal polarization states;
- applying the attributes to a model to determine an absorption coefficient or reduced absorption coefficient;
- using the absorption coefficient or reduced absorption coefficient to determine a cluster centroid and a size prediction model;
- and
- estimating the size of the scattering particles based on the cluster centroid and the attributes.
A system for determining a size of scattering particles in a sample, the system comprising:
- a light source configured to emit a polarized light beam;
- a sample stage for positioning the sample in a path of the polarized light beam;
- at least one camera positioned to capture backscattered light from the sample and form a speckle pattern;
- and
- a processing unit configured to:
- analyze polarization-dependent attributes of the speckle pattern to extract a set of attributes from the speckle pattern that include at least one of a ratio of intensities along a short and long axis of parallel polarized back-scattered light, a circularity of an intensity envelope at orthogonal polarization states, a decorrelation rate ratio, or a radial extend of the intensity envelope;
- use an absorption coefficient or reduced absorption coefficient to determine a centroid coordinates and a size prediction model;
- and
- estimate the size of the scattering particles based on a cluster centroid and the extracted attributes.
A method for determining the size of scattering particles in a sample comprising:
- illuminating the sample with a polarized light;
- capturing backscattered light from the sample to form a speckle pattern;
- analyzing the speckle pattern to determine attributes that include at least one of a ratio of intensities along the long and short axes of intensity envelope at the parallel polarization state, a circularity of the intensity envelope at orthogonal polarization states, a decorrelation rate ratio of speckle intensity modulations at parallel and orthogonal polarization states, or a radial extent of the intensity envelope at orthogonal polarization states;
- applying the attributes to a clustering approach that assigns the four-tupled attribute vector to one of five clusters;
- and
- estimating the size of the particles based on a regression model of the said cluster, without the need to estimate or know the optical properties.
Dependencies are inferred from the claim text.