# US 10,952,622 B2 · Method and apparatus for hemodynamically characterizing a neurological or fitness state by dynamic light scattering (DLS)

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- Number: US 10,952,622 B2
- Document ID: US10952622B2
- Status: Granted
- Kind: B2
- Application number: 15/770,590
- Filed: 2016-08-15
- Published: 2019-01-10
- Granted: 2021-03-23
- Earliest claimed: 2015-11-01
- Assignees: Elfi-Tech Ltd.
- Applicants: Elfi-Tech Ltd.
- Inventors: Ilya Fine; Alexander Kaminsky
- Web page: https://patentgrep.com/patent/US10952622B2

## CPC

- A61B 5/0205: Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
- A61B 5/0261: {using optical means, e.g. infrared light}
- A61B 5/0285: Measuring or recording phase velocity of blood waves
- A61B 5/165: {Evaluating the state of mind, e.g. depression, anxiety}
- A61B 5/7253: {characterised by using transforms}
- A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D)

## Abstract

A method and apparatus for hemodynamically characterizing a neurological or fitness state by dynamic scattering light (DLS) is disclosed herein. In particular, a non-pulsatile blood-shear-rate-descriptive (BSRD) signal(s) is optically generated and analyzed. In some embodiments, the BSRD signal is generated dynamically so as to adaptively maximize (i.e. according to a bandpass or frequency-selection profile) a prominence of a predetermined non-pulsatile physiological signal within the BSRD. In some embodiments, the BSRD is subjected to a stochastic or stationary-status analysis. Alternatively or additionally, the neurological or fitness state may be computed from multiple BSRDs, including two or more of: (i) a [sub-200 Hz, ˜300 Hz] BSRD signal; (ii) a [˜300 Hz, ˜1000 Hz] signal; (iii) a [˜1000 Hz, ˜4000 Hz] signal and (iv) a [˜4000 Hz, z Hz] (z>=7,000) signal.

## Claims

### Claim 1

A method for optically measuring state and/or status information or changes therein about a warm-blooded subject, the method comprising:
a. illuminating a portion of the subject's skin or tissue by a VCSEL (vertical cavity surface emitting laser) or a diode laser to scatter partially or entirely coherent light off of the subject's moving red blood cells (RBCs) to induce a scattered-light time-dependent optical response;
b. receiving the scattered light by a photodetector(s) to generate an electrical signal descriptive of the induced scattered-light time-dependent optical response;
c. processing the scattered-light-optical-response-descriptive electrical signal or a derived-signal thereof to compute therefrom one or more blood-shear-rate-descriptive (BSRD) signal(s), each BSRD signal characterized by a respective frequency-selection profile;
d. electronically analyzing features of the BSRD signal(s) of the BSRD signal group;
e. in accordance with the results of the electronically analyzing of the frequency-interval-specific shear-rate-descriptive signal(s), computing the state and/or status information or changes therein from the results of the analyzing;
wherein:
i. a frequency-selection profile of the BSRD(s) signal is computed dynamically so as to adaptively maximize a prominence of a predetermined non-pulsatile physiological signal within the BSRD(s); and/or
ii. computation of the state and/or status information is performed dynamically so that a weight assigned to a BSRD signal is adaptively determined to increase a weight of BSRD signal(s) whose frequency-selection profile correspond to a greater prominence of the predetermined non-pulsatile physiological signal at the weight-expense of BSRD signal(s) whose frequency-selection profile correspond to a lesser prominence of the predetermined non-pulsatile physiological signal.

### Claim 2 (depends on 1)

The method of claim 1 wherein the measured state is a neurological state.

### Claim 3 (depends on 1)

The method of claim 1 wherein the measured state is a fitness state.

### Claim 4 (depends on 1)

The method of claim 1 wherein state and/or status information comprises at least one of: a stress-state, a cardiovascular-fitness, a pain-state, a fatigue-state, a stress-resistance, a diurnal fluctuation of stress or stress-resistance, and an apnea event.

### Claim 5 (depends on 1)

The method claim 1 wherein the predetermined non-pulsatile physiological signal is a Mayer wave signal.

### Claim 6 (depends on 1)

The method claim 1 wherein the predetermined non-pulsatile physiological signal is a neurogenic signal.

### Claim 7 (depends on 1)

The method of claim 1 wherein the predetermined non-pulsatile physiological signal is a myogenic signal.

### Claim 8 (depends on 1)

The method claim 1 wherein the predetermined non-pulsatile physiological signal is a respiratory signal.

### Claim 9

A method for optically measuring state and/or status information or changes therein about a warm-blooded subject, the method comprising:
a. illuminating a portion of the subject's skin or tissue by a VCSEL (vertical cavity surface emitting laser) or a diode laser to scatter partially or entirely coherent light off of the subject's moving red blood cells (RBCs) to induce a scattered-light time-dependent optical response;
b. receiving the scattered light by a photodetector(s) to generate an electrical signal descriptive of the induced scattered-light time-dependent optical response
c. processing the scattered-light-optical-response-descriptive electrical signal or a derived-signal thereof to compute therefrom a non-pulsatile blood-shear-rate-descriptive (BSRD) signal(s), each BSRD signal characterized by a respective frequency-selection profile;
d. subjecting the non-pulsatile BSRD signal(s) to a stochastic analysis or to a stationary-status analysis that quantifies a stationary/non-stationary status of the BSRD signal(s);
e. computing the state and/or status information or changes therein from the results of the stochastic and/or stationary-status analysis.

### Claim 10 (depends on 9)

The method of claim 9 wherein the stochastic and/or stationary-status analysis comprises computing at least one of: a fractal dimension of the BSRD signal(s), an entropy of the BSRD signal(s), and a Hurst component of the BSRD signal(s).

### Claim 11 (depends on 9)

The method of claim 9 wherein the stochastic and/or stationary-status analysis comprises computing at least one of: a fractal dimension of the BSRD signal(s), an entropy of the BSRD signal(s), and a Hurst component of the BSRD signal(s).

### Claim 12

Apparatus for optically measuring state and/or status information or changes therein about a warm-blooded subject the apparatus comprising:
a. a diode laser or VCSEL configured to illuminate the subject's skin so as to scatter partially or entirely coherent light off of moving red blood cells (RBCs) of the subject to induce a scattered-light time-dependent optical response;
b. photodetector(s) configured to generate an electrical signal descriptive of the induced scattered-light time-dependent optical response; and
c. electronic circuitry configured to perform the following:
i. processing the scattered-light-optical-response-descriptive electrical signal or a derived-signal thereof to compute therefrom at least two or at least three or at least four blood-shear-rate-descriptive (BSRD) signals selected from the BSRD signal group, each blood-rate-descriptive BSRD signal characterized by a different respective frequency-selection profile, the BSRD signal group consisting of the following signals: (i) a [sub-200 Hz, ˜300 Hz] BSRD signal; (ii) a [˜300 Hz, ˜1000 Hz] BSRD signal; (iii) a [˜1000 Hz, ˜4000 Hz] BSRD signal and (iv) a [˜4000 Hz, z Hz] (z>=7,000) BSRD signal;
ii. electronically analyzing features of the at least two or at least 3 or at least 4 BSRD signals of the BSRD signal group;
iii. in accordance with the results of the electronically analyzing of the at least two or at least 3 or at least 4 BSRD signals, computing the state and/or status information or changes therein.

### Claim 13 (depends on 12)

Apparatus of claim 12 wherein the measured state is a neurological state.

### Claim 14 (depends on 12)

Apparatus of claim 12 wherein the measured state is a fitness state.

### Claim 15 (depends on 12)

Apparatus of claim 12 wherein state and/or status information comprises at least one of: a stress-state, a cardiovascular-fitness, a pain-state, a fatigue-state, a stress-resistance, a diurnal fluctuation of stress or stress-resistance, and an apnea event.
