ANALYSIS OF AGGREGATED INFANT MEASUREMENT DATA

• US 20160287185A1
• Filed: 04/08/2015
• Published: 10/06/2016
• Est. Priority Date: 04/05/2015
• Status: Abandoned Application

• Current Assignee: Smilables Inc.
• Original Assignee: Smilables Inc.
• Inventors: Pradeep, Anantha, Dev, Ratnakar, Robbins, Thomas
• Application Number:
  US14/681,910
• Publication Number:
  US 20160287185A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: A61B 2503/045 Newborns, e.g. premature baby monitoring
• CPC Class Codes: A61B 2562/0219 Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
• CPC Class Codes: A61B 5/0533 Measuring galvanic skin response
• CPC Class Codes: A61B 5/1118 Determining activity level
• CPC Class Codes: A61B 5/163 by tracking eye movement, gaze, or pupil change
• CPC Class Codes: A61B 5/165 Evaluating the state of mind, e.g. depression, anxiety
• CPC Class Codes: A61B 5/7264 Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems neural networks per se G06N3/00; expert systems per se G06N5/00
• CPC Class Codes: G16H 40/67 for remote operation
• CPC Class Codes: G16H 50/20 for computer-aided diagnosis, e.g. based on medical expert systems

Abstract

Provided are mechanisms and processes for more effectively monitoring infants to enhance caregiving and infant development. In one example, a system includes a platform interface that receives measurement data transmitted from multiple infant monitoring systems. The multiple infant monitoring systems each include an infant monitoring device that gathers measurement data for an infant and an infant monitoring hub that processes the measurement data. The system also includes a platform processor that analyzes the measurement data to identify patterns including a first pattern of activity of infants associated with the multiple infant monitoring systems. The patterns of activity are associated with changes in the measurement data over time. The platform processor generates a model based on the patterns of activity. This model is used to predict an upcoming activity for a first infant that has expressed a first pattern of activity.

Claims

1. A method comprising:

receiving measurement data transmitted from a plurality of infant monitoring systems, the plurality of infant monitoring systems each including an infant monitoring device and an infant monitoring hub, the infant monitoring device configured to gather measurement data for an infant and the monitoring hub configured to process the measurement data;

analyzing the measurement data to identify patterns including a first pattern of activity of infants associated with the plurality of infant monitoring systems, wherein the patterns of activity are associated with changes in the measurement data over time; and

generating a model based on the patterns of activity, wherein the model is used to predict an upcoming activity for a first infant that has expressed a first pattern of activity.

2. The method of claim 1, further comprising sending the model wirelessly to a first infant monitoring system, the first infant monitoring system associated with the first infant.

3. The method of claim 2, wherein the first infant monitoring system is one of the plurality of infant monitoring systems.

4. The method of claim 2, wherein the first infant monitoring system uses the model to predict activity of a first infant associated with the first infant monitoring system.

5. The method of claim 1, wherein the model is periodically refined based on additional measurement data received from the plurality of infant monitoring systems.

6. The method of claim 1, wherein the plurality of infant monitoring systems changes over time.

7. The method of claim 1, wherein the patterns of activity relate to one or more of physical activity, emotional signals, sleep patterns, and behavior.

8. The method of claim 1, wherein the upcoming activity is sickness.

9. The method of claim 1, wherein the measurement data includes motion, temperature, position, and galvanic skin response (GSR).

10. The method of claim 1, wherein the measurement data includes one or more of heart rate, weight, growth, galvanic skin response (GSR), and blood flow.

11. The method of claim 1, wherein the upcoming activity includes one or more of sleep, mobility, stress, position, comfort, health, vigilance, or articulation.

12. The method of claim 1, wherein the upcoming activity includes one or more of receptivity to learning, baby well-being, presence of caregiver, environmental factors, safety of baby, or emotional state of baby.

13. A system comprising:

a platform interface configured to receive measurement data transmitted from a plurality of infant monitoring systems, the plurality of infant monitoring systems each including an infant monitoring device and an infant monitoring hub, the infant monitoring device configured to gather measurement data for an infant and the monitoring hub configured to process the measurement data;

a platform processor configured to analyze the measurement data to identify patterns including a first pattern of activity of infants associated with the plurality of infant monitoring systems, wherein the patterns of activity are associated with changes in the measurement data over time, wherein the platform processor is configured to generate a model based on the patterns of activity, wherein the model is used to predict an upcoming activity for a first infant that has expressed a first pattern of activity.

14. The system of claim 13, further comprising sending the model wirelessly to a first infant monitoring system, the first infant monitoring system associated with the first infant.

15. The system of claim 14, wherein the first infant monitoring system is one of the plurality of infant monitoring systems.

16. The system of claim 14, wherein the first infant monitoring system uses the model to predict activity of a first infant associated with the first infant monitoring system.

17. The system of claim 13, wherein the model is periodically refined based on additional measurement data received from the plurality of infant monitoring systems.

18. The system of claim 13, wherein the plurality of infant monitoring systems changes over time.

19. The system of claim 13, wherein the patterns of activity relate to one or more of physical activity, emotional signals, sleep patterns, and behavior.

20. The system of claim 13, wherein the upcoming activity is sickness.