Systems and methods for revascularization assessment
Disclosed herein are systems and methods for revascularization assessment. The methods can in some cases include one or more of the steps of measuring blood perfusion as a function of time to obtain time series data, mathematically transforming the time series data into a power spectrum, calculating at least one parameter of the power spectrum within a specific frequency range, and using the at least one calculated parameter as a discriminator for the first population and the second population.
1. A system to determine whether a patient is within a first healthy patient population or a second ischemic patient population, the system comprising:
a processor configured to receive blood perfusion measurements associated with the patient as a function of time to obtain time series data for between 30 seconds and 10 minutes using diffuse speckle contrast analysis (DSCA) to determine a blood flow index signal; calculate a standard deviation from the blood flow index signal sampled at a frequency of 2 Hz to determine a Flow Transform Level measurement; use the at least one Flow Transform Level measurement to determine whether the patient is within the first healthy patient population or the second ischemic patient population, and generate an indicator in response to determining whether the patient is within the first healthy patient population or the second ischemic patient population;
at least one diffuse optical flow sensor configured to generate the blood perfusion measurements as a function of time, the sensor configured to send the blood perfusion measurements to the processor;
the sensor comprising an input optical fiber coupled to a source and an output optical fiber coupled to a detector, the sensor configured to be in contact with a skin surface of the patient; and
a display configured to display the indicator to a clinician during a medical procedure.
2. The system of claim 1 , wherein the time series is between 30 seconds and 5 minutes.
3. The system of claim 1 , wherein the discriminator is a Flow Transform Level measurement of less than 10.
4. A method to determine whether a patient is within a first healthy patient population or a second ischemic patient population, the method comprising:
generating time series data of blood perfusion measurements as a function of time for between 30 seconds and 10 minutes using at least one diffuse optical flow sensor, the sensor in optical communication with a skin surface of the patient and comprising an input optical fiber coupled to a source and an output optical fiber coupled to a detector;
determining, with a processor, a blood flow index signal using the blood perfusion measurements and diffuse speckle contrast analysis (DSCA);
calculating, with the processor, a standard deviation from the blood flow index signal sampled at a frequency of 2 Hz to determine a Flow Transform Level measurement;
using the at least one Flow Transform Level measurement to determine, with the processor, whether the patient is within the healthy first population or the second ischemic population;
generating, with the processor, an indicator in response to determining whether the patient is within the first healthy population or the second ischemic population; and
displaying the indicator on a display during a medical procedure.
5. The method of claim 4 , wherein the time series is between 30 seconds and 5 minutes.
6. The method of claim 4 , wherein the discriminator is a Flow Transform Level measurement of less than 10.