MEASURING PSYCHOLOGICAL STRESS FROM CARDIOVASCULAR AND ACTIVITY SIGNALS

Patent №

US 9,307,908

Granted

2016-04-12

Filed 2012

Owner

VITAL CONNECT, INC.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13664199

A method and system for measuring psychological stress disclosed. In a first aspect, the method comprises determining R-R intervals from an electrocardiogram (ECG) to calculate a standard deviation of the R-R intervals (SDNN) and determining a stress feature (SF) using the SDNN. In response to reaching a threshold, the method includes performing adaptation to update a probability mass function (PMF). The method includes determining a stress level (SL) using the SF and the updated PMF to continuously measure the psychological stress. In a second aspect, the system comprises a wireless sensor device coupled to a user via at least one electrode, wherein the wireless sensor device includes a processor and a memory device coupled to the processor, wherein the memory device stores an application which, when executed by the processor, causes the processor to carry out the steps of the method.

Machine learningA61B 5/165A61B 5/0006A61B 5/02405A61B 5/0245A61B 5/1116A61B 5/1118A61B 5/1123A61B 5/329+4 more

AI classification

Machine learning1.00
Vision0.31
Natural language0.16
Speech0.08
AI hardware0.03
Evolutionary computation0.02
Knowledge representation0.01
Planning0.00

Ownership

VITAL CONNECT, INC.

assignment · 292130456

Assignors

CHAN, ALEXANDER, NARASIMHAN, RAVI

On an employer assignment, the assignors are typically the inventors.

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