Physiological alarm threshold determination
A method of reducing nuisance alarms from physiological parameter monitors by determining an alarm threshold adapted to a specific care unit, the patient care unit including a plurality of patients being monitored for the physiological parameter. The method includes analyzing physiological parameter measurements from the care unit to determine a number of alarm events indicated as a function of changing alarm criteria and providing an indication of a change in alarm threshold settings adapted to the care unit that reduces a plurality of false alarms without unacceptably increasing missed true alarms, the indication useable by a care provider facility to program alarm threshold settings in the patient care unit.
1. A method of reducing nuisance alarms from physiological parameter monitors by determining an alarm threshold adapted to a specific care unit, the patient care unit including a plurality of patients being monitored for the physiological parameter, the method comprising:
electronically accessing physiological parameter measurements from the plurality of patients in the patient care unit;
analyzing, using a hardware processor, the physiological parameter measurements to determine a number of alarm events indicated as a function of changing alarm criteria;
providing an indication of a change in alarm threshold settings adapted to the care unit that reduces a plurality of false alarms without unacceptably increasing missed true alarms, the indication useable by a care provider facility to program alarm threshold settings in the patient care unit.
2. The method of claim 1 , wherein providing the indication of the change in the alarm threshold settings comprises providing an indication of a single threshold value change in the alarm threshold settings.
3. The method of claim 1 , wherein providing the indication of the change in alarm thresholds comprises providing an indication of a threshold that is within a range of safe values for the physiological parameter.
4. The method of claim 1 , wherein electronically collecting comprises accessing physiological parameter measurements collected from a plurality of physiological monitors operated in the care unit and stored at a central repository.
5. The method of claim 1 , wherein the physiological parameter measurements comprises one or more of raw physiological signals, detected alarm events, or care provider indications of medical interventions.
6. The method of claim 1 , wherein the method is repeated for different care units and the analyzing the physiological parameter measurements provides a different indication resulting from one or more differences of a type of monitoring equipment used, patient population, a type of medical care offered, or a type of medical procedures implemented for the different care units.
7. The method of claim 1 , wherein the analyzing the physiological parameter measurements comprises analyzing changes based on differences in one or more of timing, number, type, or duration of alarm conditions.
8. The method of claim 1 , wherein the analyzing the physiological parameter measurements comprises analyzing changes based on differences in an alarm delay time.
9. The method of claim 1 , wherein the analyzing the physiological parameter measurements comprises correlating temporally proximate medical interventions with alarm events to identify true alarms and distinguish false alarms.
10. The method of claim 9 , wherein the medical intervention information is manually recorded by a care provider.
11. The method of claim 9 , wherein the medical intervention information is estimated based on care provider time spent with a patient.
12. The method of claim 11 , wherein care provider time spent with the patient is estimated by one or more of a presence of clinician token, a number of consecutive alarm silences or a length of alarm silences.
13. The method of claim 9 , wherein medical intervention information is estimated based on trend activity of the physiological parameter which is temporally proximate an alarm event.
14. The method of claim 13 , wherein the trend activity indicative of a medical intervention comprises one or more of continued low or decreasing parameter values.
15. The method of claim 1 , wherein the care unit is one of a hospital or care facility.
16. The method of claim 1 , wherein the indication is an inflection point on a graph of alarm limits vs number of alarms.
17. A method of reducing false alarms for a physiological parameter by determining an optimal alarm threshold tailored to a specific care unit, the care unit including a plurality of patients being monitored for the physiological parameter, the method comprising:
collecting physiological parameter measurements from the plurality of patients in the patient care unit;
receiving an indication of a change in alarm threshold settings that reduces a number of false alarms without adversely impacting true alarms, the indication generated by analyzing the physiological parameter measurements across a range of alarm criteria to determine a number of alarm events generated as a function of changing alarm criteria;
altering alarm threshold settings in the patient care unit according to the indication.
18. The method of claim 17 , wherein electronically collecting comprises accessing physiological parameter measurements collected from a plurality of physiological monitors operated in the care unit and stored at a central repository.
19. The method of claim 18 , wherein electronically accessing physiological parameter measurements comprises accessing physiological parameter measurements collected from a plurality of physiological monitors operated in the care unit and stored at a central repository.
20. The method of claim 18 , wherein the physiological parameter measurements comprises one or more of raw physiological signals, detected alarm events, or care provider indications of medical interventions.
21. The method of claim 17 , wherein the method is repeated for different care units and the analyzing the physiological parameter measurements provides a different indication resulting from one or more differences of a type of monitoring equipment used, patient population, a type of medical care offered, or a type of medical procedures implemented for the different care units.
22. The method of claim 17 , wherein the analyzing the physiological parameter measurements comprises analyzing changes based on differences in one or more of timing, number, type, or duration of alarm conditions.
23. The method of claim 17 , wherein the analyzing the physiological parameter measurements comprises analyzing changes based on differences in an alarm delay time.
24. The method of claim 17 , wherein the analyzing the physiological parameter measurements comprises correlating temporally proximate medical interventions with alarm events to identify true alarms and distinguish false alarms.
25. The method of claim 24 , wherein the medical intervention information is manually recorded by a care provider.
26. The method of claim 24 , wherein the medical intervention information is estimated based on one or more of care provider time spent with a patient or trend activity of the physiological parameter which is temporally proximate an alarm event.
27. The method of claim 26 , wherein care provider time spent with the patient is estimated by one or more of a presence of clinician token, a number of consecutive alarm silences or a length of alarm silences.
28. The method of claim 26 , wherein the trend activity indicative of a medical intervention comprises continued low or decreasing parameter values.
29. The method of claim 17 , wherein the care unit is one of a hospital or care facility.
30. The method of claim 17 , wherein the indication is an inflection point on a graph of alarm limits vs number of alarms.