Systems and methods for imaging disease biomarkers
A method includes generating spectral image data reproducible as one or more spectral images of a plurality of regions of interest in a sample. The method also includes analyzing the spectral image data to identify a plurality of scattering components in the spectral image data, each of the plurality of scattering components being associated with one or more biological properties of the sample. The method also includes identifying a feature of interest in the sample based at least in part on one or more the identified plurality of scattering components.
1. A method comprising:
receiving, from one or more sensors, physiological data associated with a subject;
generating spectral image data reproducible as one or more spectral images of a plurality of regions of interest in a sample, wherein the sample is an in-vivo tissue sample of the subject, the generating spectral image data including:
determining whether a first portion of the physiological data satisfies a predetermined condition;
causing a first fixation stimulus to be provided to a portion of the subject responsive to determining that the first portion the physiological data satisfies the predetermined condition;
determining, based at least in part on a second portion of the physiological data that is associated with the subject subsequent to causing the first fixation stimulus to provided, whether the portion of the subject is fixated in response to the first fixation stimulus; and
generating, in response to determining that the portion of the subject is fixated, a first portion of the spectral image data; and
causing a stimulus generator to provide one or more stimuli to the subject to aid in reducing motion artifacts in the spectral image data.
2. The method of claim 1 , wherein the one or more stimuli are provided to the subject based at least in part on the physiological data.
3. The method of claim 2 , wherein the one or more sensors include an electroencephalographic (EEG) sensor, an electrooculographic (EOG) sensor, an electromyographic (EMG) sensor, a heart rate sensor, a pulse oximetry sensor, or any combination thereof.
4. The method of claim 1 , wherein the sample includes at least a portion of an eye of a subject and the one or more stimuli include a saccade-modulating stimuli to aid in inhibiting movement of the eye of the subject.
5. The method of claim 1 , wherein the generating the spectral image data further includes:
verifying, based at least in part on the first image data, that the portion of the subject is fixated in response to the first fixation stimulus;
causing a saccade-modulating stimulus to be provided to the portion of the subject responsive to the verifying; and
generating, in response to the causing the saccade-modulating stimulus to be provided, a second portion of the spectral image data.
6. The method of claim 5 , wherein generating the spectral image data further includes:
causing a second fixation stimulus to be provided to the portion of the subject subsequent to generating a first portion of the second portion of the spectral image data and prior to generating a second portion of the second portion of the spectral image data.
7. The method of claim 1 , further comprising receiving data indicative of a response by the subject to the one or more stimuli and the identifying the feature of interest is based at least in part on the data indicative of the response.
8. The method of claim 7 , wherein the one or more stimuli are visual stimuli.
9. The method of claim 7 , wherein the one or more visual stimuli contain one or more spatially-varying contrast patterns.