Patient monitoring system
A system for monitoring the movements or other activities of patient. Aspects include a monitoring device with one or more sensors such as a pressure or motion sensors that may be positioned on or near a patient. Alerts may be generated by the monitoring device if the sensor readings fall outside predetermined limits set in a patient profile specific to a particular patient. Sensor readings and/or alerts may be sent by the monitoring device to the central server which may notify nearby caregivers that a patient needs assistance. The server may be configured to analyze sensor readings and alert information to refine patient profiles to reduce or eliminate false alarms.
1. A system for predicting or reporting movement of a patient, comprising:
a sock for a foot of the patient, the sock having one or more pressure sensors adapted and arranged to detect pressure applied by the foot of the patient;
a monitoring device coupled to the sock, the monitoring device having:
one or more movement sensors configured to detect movement of the patient;
wherein the monitoring device is configured to calculate a triggering value based on input from the pressure sensors and the one or more movement sensors;
wherein the monitoring device transmits an alert message when the triggering value exceeds a predetermined alert threshold; and
wherein the monitoring device stops processing data received from the one or more movement sensors when the input from the movement sensors remains at or below a predetermined activation threshold for a predetermined period of time.
2. The system of claim 1 , wherein the pressure sensors of the sock include conductive threads woven into the sock that change resistance according to pressure applied by the patient's foot.
3. The system of claim 1 , wherein the monitoring device begins processing input from the pressure sensors and/or the movement sensors when movement measured by at least one sensor of the movement sensors exceeds a predetermined activation threshold.
4. The system of claim 1 , wherein the monitoring device is configured to calculate the triggering value by combining the movement of the patient with changes in pressure detected by the pressure sensors.
5. The system of claim 4 , wherein the monitoring device calculates a partial result by multiplying movement data from a first sensor caused by movement of the monitoring device in a first plane of motion together with separate movement data from the first sensor that is caused by movement of the monitoring device in a second plane of motion orthogonal to the first plane of motion, and wherein the monitoring device further multiples the partial result by a weighting factor stored in a patient profile specific to the patient.
6. The system of claim 5 , wherein the weighting factor is stored in a patient profile specific to the patient in a memory of the monitoring device.
7. The system of claim 5 , wherein the weighting factor is automatically calculated by the monitoring device.
8. The system of claim 1 , wherein the alert message is relayed to a caregiver by an alert computer coupled to a computer network.
9. The system of claim 1 , wherein the one or more movement sensors include a gyroscope sensor detecting changes in angular velocity of the sock, and an accelerometer detecting changes in acceleration of the sock.
10. The system of claim 8 , wherein the alert computer is configured to accept input from a caregiver confirming the alert was valid.
11. The system of claim 10 , wherein the input from the caregiver indicates the patient attempted to move to an erect standing position.
12. A method of detecting and reporting movement of a patient, comprising:
detecting pressure applied by a foot of the patient using a sock worn on the foot, the sock having one or more pressure sensors adapted and arranged to detect pressure applied by the foot
detecting movement using one or more movement sensors in a monitoring device mounted on the sock;
processing data from the movement and pressure sensors to calculate a triggering value using the monitoring device;
comparing the triggering value to one or more alert threshold values using the monitoring device;
transmitting an alert message when the triggering value exceeds a predetermined alert thresholds; and
deactivating the monitoring device to stop processing input from the movement sensors and the pressure sensor when the data from the movement sensors has remained less than or equal to an activation threshold for greater than a predetermined activation timeout.
13. The method of claim 12 , wherein the pressure sensors include conductive threads woven into the sock that change resistance according to the pressure applied by the foot of the patient.
14. The method of claim 12 , comprising:
activating the monitoring device to process data from the movement and pressure sensors when movement detected by the monitoring device exceeds a predetermined activation threshold.
15. The method of claim 12 , wherein calculating the triggering value includes combining data from the movement sensors with data from the pressure sensors.
16. The method of claim 15 , wherein combining data from the movement and pressure sensors comprises:
calculating a partial result by multiplying movement data from a first sensor caused by movement of the monitoring device in a first plane of motion with separate movement data from the first sensor that is caused by movement of the monitoring device in a second plane of motion orthogonal to the first plane of motion; and
multiplying the partial result by a weighting factor stored in a patient profile specific to the patient.
17. The method of claim 12 , wherein the movement sensors include at least one of a gyroscope sensor and an accelerometer, the movement sensors detecting changes along three separate axes, and wherein the changes are represented as data values corresponding to movement along each of three separate planes orthogonal to each other.
18. The method of claim 16 , comprising:
automatically calculating the weighting factor and saving it to the patient profile.
19. The method of claim 16 , comprising:
accepting input from a caregiver using a computing device to change the weighting factor saved to the patient profile.
20. The method of claim 12 , wherein the monitoring device calculates the triggering value according to the formula:
y ( t )= C 1 a x +C 2 a y +C 3 a z +C 4 g α +C 5 g β +C 6 g γ +C 7 p
wherein a x , a y , a z are accelerometer data values for three separate planes x, y, and z orthogonal to each other, the accelerometer data values generated by an accelerometer of the monitoring device;
wherein g α , g β , g γ are gyroscope data values for the three separate planes α, β, and γ orthogonal to each other, the accelerometer data values generated by an accelerometer of the monitoring device;
wherein p is at least one pressure data value generated by at least one of the pressure sensors; and
wherein C 1 through C 7 are weighting factors.
21. The method of claim 12 , comprising:
displaying the alert threshold, the activation threshold, and/or the activation timeout on a display device of an alert computer configured to receive the alert message;
adjusting any one of the alert threshold, the activation threshold, and/or the activation timeout based on input captured by the alert computer; and
updating the alert threshold, the activation threshold, and/or the activation timeout in a patient profile stored in a memory of the monitoring device using the alert computer.
22. The method of claim 12 :
wherein the monitoring device sends the alert message to an alert computer by sending the alert message to a server coupled to a computer network;
wherein the server receives, stores, and processes the alert message and distributes the alert message to the alert computer.
23. The method of claim 12 , comprising:
applying the sock to the foot of the patient;
coupling the monitoring device to the sock; and
using an alert computer to accept input selecting the monitoring device from one or more other monitoring devices coupled to one or more other patients.