Attention focusing for multiple patients monitoring

1. A system for monitoring a monitored environment, comprising:

a server;

a user device; and

a monitoring device,

wherein the monitoring device is configured to:

identify a first active state based on a comparison of a first image to a second image, wherein the first image and the second image are views of the monitored environment; and

in response to identifying the first active state, transmit a first notification to the server, wherein the first notification comprises the second image; and

wherein the server is configured to:

responsive to receiving the first notification, transmit the second image to the user device; and

wherein the user device configured to:

display a plurality of images; and

update, in response to receiving the second image from the server, the plurality of images so that the second image replaces at least one image of the plurality of images;

receive, from a user, a request to display an image stream on the user device;

transmit, to the server, a request to provide the image stream to the user device; and

replace, in response to receiving the image stream from the server, the second image with the image stream.

2. The system of claim 1 ,

wherein the first notification comprises the first active state, and

wherein the server is further configured to:

transmit, to the user device, the first active state.

3. The system of claim 1 , wherein the monitored environment is a room of a patient.

4. The system of claim 1 , wherein the plurality of images comprises images corresponding to a respective plurality of monitored environments.

5. The system of claim 1 ,

wherein the monitoring device is further configured to:

identify a second active state in a third image;

record a time of identifying the second active state; and

responsive to identifying the second active state in a fourth image and the second active state persisting for at least a threshold duration of time, transmit a second notification to the server, wherein the second notification comprises an indication of the second active state.

6. The system of claim 1 ,

wherein the user device is further configured to:

display the second image highlighted with respect to at least one other image of the plurality of images.

7. The system of claim 6 ,

wherein the user device is further configured to:

display the second image with an indication of the first active state overlaying the second image.

8. The system of claim 1 ,

wherein the monitoring device is further configured to:

identify first states based on the second image;

identify second states based on a third image, wherein the third image is subsequent to the second image;

responsive to determining that the second states do not differ from the first states, omit transmitting the third image to the server; and

responsive to determining that the second states differ from the first states, transmitting a second notification to the server, wherein the second notification comprises the third image.

9. The system of claim 1 , wherein, to identify the first active state based on the comparison of the first image to the second image comprises to:

use a machine-learning based classification to identify first states found in the first image;

use the machine-learning based classification to identify second states found in the second image; and

compare the first states to the second states to identify the first active state, wherein the first active state corresponds to at least one difference between the first states and the second states.

10. The system of claim 1 ,

wherein the second image is subsequent to the first image in an image stream of the monitored environment.

11. A method for monitoring a monitored environment, comprising:

displaying, at a display of a user device, images of respective monitored environments, wherein the images comprise a first image of the monitored environment;

receiving a second image of the monitored environment;

replacing, at the display, the first image with the second image;

highlighting the second image with respect to at least one other image of the images;

receiving a request to display an image stream of the monitored environment; and

replacing, in response to the receiving the image stream, the first image with the image stream.

12. The method of claim 11 , wherein to highlight the first image with respect to at least one other image of the images comprises to:

display the first image with a border.

13. The method of claim 11 , wherein to highlight the first image with respect to at least one other image of the images comprises to:

overlay the first image with an indication of a condition present in the first image.

14. An apparatus for monitoring a monitored environment, comprising:

memory; and

a processor configured to execute instructions stored in the memory to:

identify, from an image stream, a first image and a second image of the monitored environment;

obtain, from the first image, first states of the monitored environment;

responsive to determining that the first states include a monitored condition, record a time associated with the monitored condition;

obtain, from the second image, second states of the monitored environment; and

responsive to determining that the second states include the monitored condition and that the monitored condition persisted for a threshold duration of time, transmit a notification that includes an indication of the monitored condition and the threshold duration of time of the monitored condition.

15. The apparatus of claim 14 ,

wherein the first states are obtained by applying a multi-label image classification to the first image; and

wherein the second states are obtained by applying the multi-label image classification to the second image.

16. The apparatus of claim 14 ,

wherein the monitored environment comprises a room of a patient.

17. The apparatus of claim 16 ,

wherein the monitored condition indicates whether the patient has not moved in at least the threshold duration of time.

18. The apparatus of claim 16 ,

wherein the monitored condition indicates whether the patient has not been detected in an image in at least the threshold duration of time.

19. The apparatus of claim 14 ,

wherein the second image is subsequent to the first image in the image stream.

20. The apparatus of claim 19 ,

wherein the image stream comprises images prior to the first image and images subsequent to the second image.