Noninvasive blood measurement platform

• US 9,949,675 B2
• Filed: 10/21/2013
• Issued: 04/24/2018
• Est. Priority Date: 10/19/2012
• Status: Active Grant

• Current Assignee: HALO Wearables LLC
• Original Assignee: Convergence Biometrics LLC
• Inventors: Miller, David R.
• Primary Examiner(s): Winakur, Eric
• Assistant Examiner(s): Fardanesh, Marjan
• Application Number:
  US14/059,316
• Publication Number:
  US 20140114151A1
• Time in Patent Office: 1,646 Days
• CPC Class Codes: A61B 5/14532 for measuring glucose, e.g. by tissue impedance measurement
• CPC Class Codes: A61B 5/14546 for measuring analytes not otherwise provided for, e.g. ions, cytochromes
• CPC Class Codes: A61B 5/1455 using optical sensors, e.g. spectral photometrical oximeters
• CPC Class Codes: A61B 5/14551 for measuring blood gases
• CPC Class Codes: A61B 5/1477 non-invasive
• CPC Class Codes: A61B 5/6826 Finger

Abstract

A noninvasive blood measurement platform may be used to determine the amounts of various constituents of the blood based on the bulk absorption characteristics of the blood. The platform may measure bulk absorption of energy such as, a broad-spectrum light, to determine maximum and minimum blood volumes. The platform may measure bulk absorption of energy at the maximum and minimum blood volumes. The bulk absorption measurements may be transformed using a transformation operation to determine bulk absorption characteristics in terms of frequency and/or wavelength. A time-varying component of the bulk absorption characteristics may be derived by comparing the bulk absorption characteristics at the maximum blood volume to the bulk absorption characteristics at the minimum blood volume. Multivariate analysis may be performed on the time-varying component to determine the amount of the one or more constituents of the blood.

Claims

1. An apparatus for noninvasive measurement of blood constituents, the apparatus comprising:

a broad-spectrum light source configured to emit first light having a broad spectrum at a subject;

a broad-spectrum light detector configured to acquire absorption measurements, comprising;

a first measurement of a bulk absorption by the subject of the first light emitted by the broad-spectrum light source at a maximum blood volume, and

a second measurement of a bulk absorption by the subject of the first light emitted by the broad-spectrum light source at a minimum blood volume;

a narrow-spectrum light source configured to emit a second light having a narrow spectrum at the subject;

a narrow-spectrum light detector configured to acquire absorption measurements, comprising;

a third measurement of a bulk absorption by the subject of the second light emitted by the narrow-spectrum light source at the maximum blood volume, and

a fourth measurement of a bulk absorption by the subject of the second light emitted by the narrow-spectrum light source at the minimum blood volume;

a processor configured to;

receive the first measurement and the second measurement from the broad-spectrum light detector,

receiving the third measurement and the fourth measurement from the narrow-spectrum light detector,

determine a first value representing an orthogonality between the first measurement of the bulk absorption by the subject of the first light emitted by the broad-spectrum light source at the maximum blood volume and the third measurement of the bulk absorption by the subject of the second light emitted by the narrow-spectrum light source at the maximum blood volume,

determine a second value representing an orthogonality between the second measurement of the bulk absorption by the subject of the first light emitted by the broad-spectrum light source at the minimum blood volume and the fourth measurement of the bulk absorption by the subject of the second light emitted by the narrow-spectrum light source at the minimum blood volume,

determine an amount of at least one blood constituent using the first value and the second value.

2. The apparatus of claim 1, wherein the broad spectrum light detector is further configured to continuously measure bulk absorption by the subject of the first light emitted by the broad-spectrum light source.

3. The apparatus of claim 1, wherein the processor is further configured to calculate spectral characteristics of the first measurement, the second measurement, the third measurement, and the fourth measurement.

4. The apparatus of claim 3, wherein calculating the spectral characteristics comprises:

calculating a frequency transform of the first measurement, second measurement, third measurement, and the fourth measurement; and

extracting a time-varying component of the frequency transform of the first measurement, second measurement, third measurement, and the fourth measurement.

5. The apparatus of claim 4, wherein extracting the time-varying component comprises performing a mathematical comparison operation between the frequency-transformed first measurement and frequency-transformed third measurement, and a mathematical comparison operation between the frequency-transferred second measurement and the frequency-transformed fourth measurement.

6. The apparatus of claim 5, wherein performing the mathematical comparison operation between the frequency-transformed first measurement and frequency-transformed third measurement comprises calculating one or more of a difference and a ratio between at least one point in the frequency-transformed first measurement and the frequency-transformed third measurement, and

wherein performing the mathematical comparison operation between the frequency-transformed second measurement and frequency-transformed third measurement comprises calculating one or more of a difference and a ratio between at least one point in the frequency-transformed second measurement and the frequency-transformed fourth measurement.

7. The apparatus of claim 4, wherein determining the amount of the at least one constituent of the blood comprises performing multivariate analysis of the time-varying component of one or more of the frequency-transformed first measurement, the frequency-transformed second measurement, the frequency-transformed third measurement, and the the frequency-transformed fourth measurement.