Systems and methods for evaluating hyperspectral imaging data using a two layer media model of human tissue
US-9619883-B2 · Apr 11, 2017 · US
US10470694B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10470694-B2 |
| Application number | US-201715702596-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 12, 2017 |
| Priority date | Mar 21, 2014 |
| Publication date | Nov 12, 2019 |
| Grant date | Nov 12, 2019 |
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The disclosure provides methods and systems for determining tissue oxygenation. An electronic device obtains a data set including a plurality of images of a tissue of interest, each resolved at a different spectral band. Spectral analysis is performed, upon image registration, at a plurality of points in a two-dimensional area of the images of the tissue. The spectral analysis including determining approximate values of oxyhemoglobin levels and deoxyhemoglobin levels at each respective point in the plurality of points. The predetermined set of eight to twelve spectral bands includes spectral bands that provide improved methods for measuring tissue oxygenation.
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What is claimed is: 1. A method for determining tissue oxygenation comprising: at a system comprising a processor and memory, the memory including instructions for: obtaining a data set comprising a plurality of images of a tissue of interest, each respective image in the plurality of images resolved at a different spectral band, in a predetermined set of eight to twelve spectral bands, and comprising an array of pixel values; registering, using the processor, the plurality of images on a pixel-by-pixel basis, to form a plurality of registered images of the tissue; and performing spectral analysis at a plurality of points in a two-dimensional area of the plurality of registered images of the tissue, the spectral analysis including determining approximate values of oxyhemoglobin levels and deoxyhemoglobin levels at each respective point in the plurality of points, wherein the predetermined set of eight to twelve spectral bands includes spectral bands having central wavelengths of: 520±3 nm, 540±3 nm, 560±3 nm, 580±3 nm, 590±3 nm, 610±3 nm, 620±3 nm, and 660±3 nm, wherein the spectral bands having central wavelengths of 520±3 nm, 540±3 nm, 560±3 nm, 580±3 nm, 590±3 nm, 610±3 nm, and 620±3 nm have a full width at half maximum of less than 15 nm, and wherein the spectral band having the central wavelength of 660±3 nm has a full width at half maximum of less than 20 nm. 2. The method of claim 1 , wherein obtaining the data set comprises: at the system: capturing the plurality of images of the tissue of interest. 3. The method of claim 2 , wherein all of the plurality of images are captured concurrently. 4. The method of claim 2 , wherein a first subset of the plurality of images is captured concurrently at a first time point and a second subset of the plurality of images is captured concurrently at a second time point, other than the first time point. 5. The method of claim 2 , wherein the system is an imaging system and the spectral analysis is performed at the imaging system. 6. The method of claim 1 , wherein performing the spectral analysis comprises: resolving absorption signals at each respective point in the plurality of points; accounting for a melanin contribution and loss of signal from diffuse scattering at each respective point in the plurality of points, thereby forming a plurality of corrected absorption signals; and determining approximate values of oxyhemoglobin levels and deoxyhemoglobin levels from the corrected absorption signals at each respective point in the plurality of points. 7. The method of claim 6 , wherein the contribution provided by melanin and the losses provided by diffuse scattering to the plurality of tissue oxygenation measurements are collectively modeled as a second order polynomial. 8. The method of claim 1 , wherein the predetermined set of eight to twelve spectral bands consists of a set of eight spectral bands, wherein the set of eight spectral bands have central wavelengths of: 520±3 nm, 540±3 nm, 560±3 nm, 580±3 nm, 590±3 nm, 610±3 nm, 620±3 nm, and 660±3 nm. 9. The method of claim 1 , wherein the predetermined set of eight to twelve spectral bands consists of a set of eight spectral bands, wherein the set of eight spectral bands have central wavelengths of: 520±2 nm, 540±2 nm, 560±2 nm, 580±2 nm, 590±2 nm, 610±2 nm, 620±2 nm, and 660±2 nm. 10. The method of claim 1 , wherein the predetermined set of eight to twelve spectral bands consists of a set of eight spectral bands, wherein the set of eight spectral bands have central wavelengths of: 520±1 nm, 540±1 nm, 560±1 nm, 580±1 nm, 590±1 nm, 610±1 nm, 620±1 nm, and 660±1 nm. 11. The method of claim 1 , wherein the predetermined set of eight to twelve spectral bands consists of a set of eight spectral bands, where the set of eight spectral bands have central wavelengths of: 520 nm, 540 nm, 560 nm, 580 nm, 590 nm, 610 nm, 620 nm, and 660 nm.
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