Fall detection and reporting technology
View Patent ↗Fall detection and reporting technology, in which output from at least one sensor configured to sense, in a room of a building, activity associated with a patient falling is monitored and a determination is made to capture one or more images of the room based on the monitoring. An image of the room is captured with a camera positioned to include the patient within a field of view of the camera and the captured image of the room is analyzed to detect a state of the patient at a time of capturing the image. A potential fall event for the patient is determined based on the detected state of the patient and a message indicating the potential fall event for the patient is sent based on the determination of the potential fall event for the patient. Techniques are also described for fall detection and reporting using an on-body sensing device.
1. A method comprising:
monitoring output from at least one sensor configured to sense activity associated with a patient falling;
analyzing the monitored output from the at least one sensor over a period of time to determine activities of the patient over the period of time;
accessing information indicative of expected activities of the patient over the period of time;
comparing the determined activities of the patient over the period of time to the expected activities of the patient over the period of time;
based on the comparison revealing that the determined activities of the patient over the period of time do not match the expected activities of the patient over the period of time, determining, by at least one processor, a level of fall risk associated with the patient; and
performing an operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient.
2. The method of claim 1 , wherein performing the operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient comprises:
determining that the level of fall risk associated with the patient exceeds a threshold; and
based on the determination that the level of fall risk associated with the patient exceeds the threshold, sending a message to a monitoring server.
3. The method of claim 1 , wherein performing the operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient comprises:
determining that the level of fall risk associated with the patient exceeds a threshold; and
based on the determination that the level of fall risk associated with the patient exceeds the threshold, automatically performing one or more operations to reduce the level of fall risk associated with the patient.
4. The method of claim 1 :
wherein analyzing the monitored output from the at least one sensor over a period of time to determine activities of the patient over the period of time comprises measuring gait speed and balance via passive and user interface devices; and
wherein determining the level of fall risk associated with the patient comprises determining the level of fall risk based on the measured gait speed and balance.
5. The method of claim 4 , wherein measuring gait speed and balance via passive and user interface devices comprises:
measuring gait speed based on output of at least two motion sensors; and
measuring balance via an on-body user interface device.
6. The method of claim 1 , wherein determining the level of fall risk associated with the patient comprises augmenting mobility metrics with adherence, sleep patterns, kitchen and restroom use.
7. The method of claim 1 , wherein determining the level of fall risk associated with the patient comprises:
computing fall risk assessment scores for the patient for various timescales and locations; and
accounting for trending of the fall risk assessment scores for the patient.
8. The method of claim 1 , wherein performing the operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient comprises controlling automated lighting to reduce environmental hazards.
9. The method of claim 1 , wherein the at least one sensor configured to sense activity associated with the patient falling is an on-body sensor configured to detect an impact and determine a change in an orientation of the patient.
10. The method of claim 1 , wherein the at least one sensor configured to sense activity associated with the patient falling is a sensor configured to determine a presence of the patient in the room.
11. A system comprising:
at least one processor; and
at least one memory coupled to the at least one processor having stored thereon instructions which, when executed by the at least one processor, causes the at least one processor to perform operations comprising:
monitoring output from at least one sensor configured to sense activity associated with a patient falling;
analyzing the monitored output from the at least one sensor over a period of time to determine activities of the patient over the period of time;
accessing information indicative of expected activities of the patient over the period of time;
comparing the determined activities of the patient over the period of time to the expected activities of the patient over the period of time;
based on the comparison revealing that the determined activities of the patient over the period of time do not match the expected activities of the patient over the period of time, determining a level of fall risk associated with the patient; and
performing an operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient.
12. The system of claim 11 , wherein performing the operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient comprises:
determining that the level of fall risk associated with the patient exceeds a threshold; and
based on the determination that the level of fall risk associated with the patient exceeds the threshold, sending a message to a monitoring server.
13. The system of claim 11 , wherein performing the operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient comprises:
determining that the level of fall risk associated with the patient exceeds a threshold; and
based on the determination that the level of fall risk associated with the patient exceeds the threshold, automatically performing one or more operations to reduce the level of fall risk associated with the patient.
14. The system of claim 11 :
wherein analyzing the monitored output from the at least one sensor over a period of time to determine activities of the patient over the period of time comprises measuring gait speed and balance via passive and user interface devices; and
wherein determining the level of fall risk associated with the patient comprises determining the level of fall risk based on the measured gait speed and balance.
15. The system of claim 14 , wherein measuring gait speed and balance via passive and user interface devices comprises:
measuring gait speed based on output of at least two motion sensors; and
measuring balance via an on-body user interface device.
16. The system of claim 11 , wherein determining the level of fall risk associated with the patient comprises augmenting mobility metrics with adherence, sleep patterns, kitchen and restroom use.
17. The system of claim 11 , wherein determining the level of fall risk associated with the patient comprises:
computing fall risk assessment scores for the patient for various timescales and locations; and
accounting for trending of the fall risk assessment scores for the patient.
18. The system of claim 11 , wherein performing the operation directed to assisting the patient with a fall event based on the determined level of fall risk associated with the patient comprises controlling automated lighting to reduce environmental hazards.
19. The system of claim 11 , wherein the at least one sensor configured to sense activity associated with the patient falling is an on-body sensor configured to detect an impact and determine a change in an orientation of the patient.
20. The system of claim 11 , wherein the at least one sensor configured to sense activity associated with the patient falling is a sensor configured to determine a presence of the patient in the room.