TECHNIQUES FOR IDENTIFYING AND ANALYZING EVENTS-OF-INTEREST INDICATED BY PHYSIOLOGICAL PARAMETERS
Various techniques related to post-treatment parameters of patients are described. An example method includes identifying a segment of an electrocardiogram (ECG) of an individual, wherein the segment is detected during a time interval that begins when an electrical shock is output to the individual's heart. The method further includes identifying a parameter of the electrical shock and generating a report including the segment of the ECG and indicating the parameter of the electrical shock. The report is output or transmitted to an external device.
1 . A medical device, comprising:
a sensor configured to detect a capnograph of an individual; and
a processor configured to:
identify a post-ventilation segment of the capnograph, the post-ventilation segment beginning within a threshold time period of a first instance of positive pressure ventilation being administered to the individual;
determine that the post-ventilation segment of the capnograph is indicative of an absence of a condition;
identify a pre-ventilation segment of the capnograph, the pre-ventilation segment being detected after the post-ventilation segment and before a second instance of positive pressure ventilation is administered to the individual;
determine that the pre-ventilation segment of the capnograph is indicative of the condition; and
in response to determining that the post-ventilation segment of the capnograph is indicative of the absence of the condition and that the pre-ventilation segment is indicative of the condition:
output a report indicating that the condition has temporarily resolved; or
output a recommendation to administer the second instance of the positive pressure ventilation at a same treatment parameter as the first treatment.
2 . The medical device of claim 1 , wherein the same treatment parameter comprises a ventilation frequency, a ventilation volume, a ventilation flow rate, or a characteristic of a ventilation pause.
3 . The medical device of claim 1 , further comprising:
a screen configured to visually present the report or the recommendation.
4 . A medical device, comprising:
a sensor configured to detect a physiological parameter of an individual; and
a processor configured to:
identify a post-treatment segment of the physiological parameter, the post-treatment segment beginning within a threshold time period of a first treatment being administered to the individual;
determine that the post-treatment segment of the physiological parameter is indicative of an absence of a condition;
identify a pre-treatment segment of the physiological parameter, the pre-treatment segment being detected after the post-treatment segment and before a second treatment is administered to the individual;
determine that the pre-treatment segment of the physiological parameter is indicative of a condition; and
in response to determining that the post-treatment segment of the physiological parameter is indicative of the absence of the condition and that the pre-treatment segment is indicative of the condition:
output a report indicating that the condition has temporarily resolved; or
output a recommendation to administer the second treatment at a same treatment parameter as the first treatment.
5 . The medical device of claim 4 , wherein the physiological parameter comprises an electrocardiogram (ECG) of the individual, a capnograph of the individual, an end-tidal CO2 (EtCO2) of the individual, a partial pressure of O2 in an airway of the individual, a flow rate of air through the airway of the individual, a tidal volume of the individual, a blood oxygenation of the individual, a blood pressure of the individual, an electroencephalogram (EEG) of the individual, a heart rate of the individual, a pulse rate of the individual, a transthoracic impedance of the individual, or a temperature of the individual.
6 . The medical device of claim 4 , wherein the condition comprises a heart arrhythmia of the individual, slowing or cessation of breathing by the individual, slowing or cessation of a heart rate of the individual, or a seizure of the individual.
7 . The medical device of claim 4 , wherein the first treatment or the second treatment comprises an electrical shock, a medication, chest compressions, or positive pressure ventilation.
8 . The medical device of claim 4 , wherein the treatment parameter comprises an energy level, a voltage amplitude, a vector, a duration, a shape, an electrode placement, a frequency, a depth, a duration, a volume, or a flow rate.
9 . The medical device of claim 4 , wherein the threshold time period is between one second and one minute.
10 . The medical device of claim 4 , the post-treatment segment being a first post-treatment segment, wherein the processor is further configured to:
identify a second post-treatment segment of the physiological parameter, the second post-treatment segment beginning within one second of the second treatment being administered to the individual;
determine that the second post-treatment segment of the physiological parameter is indicative of the condition failing to resolve; and
in response to determining that the second post-treatment segment of the physiological parameter is indicative of the condition failing to resolve:
modify the report to indicate that the condition has failed to resolve; or
output a recommendation to administer a third treatment at a different treatment parameter than the same treatment parameter of the first treatment and the second treatment.
11 . The medical device of claim 4 , wherein the processor is further configured to:
identify a pre-treatment segment of the physiological parameter;
determine whether the pre-treatment segment of the physiological parameter is indicative of the condition; and
in response to determining whether the pre-treatment segment of the physiological parameter is indicative of the condition, output a report indicating whether the pre-treatment segment of the physiological parameter is indicative of the condition.
12 . The medical device of claim 4 , further comprising:
a screen configured to visually present the report or the recommendation; or
a transceiver configured to transmit a signal comprising the report or the recommendation to an external device.
13 . A method, comprising:
identifying a post-treatment segment of an physiological parameter of an individual, the post-treatment segment beginning within a threshold time period of a first treatment being administered to the individual;
determining that the post-treatment segment of the physiological parameter is indicative of an absence of a condition;
identify a pre-treatment segment of the physiological parameter, the pre-treatment segment being detected after the post-treatment segment and before a second treatment is administered to the individual;
determine that the pre-treatment segment of the physiological parameter is indicative of a condition; and
in response to determining that the post-treatment segment of the physiological parameter is indicative of the absence of the condition and determining that the pre-treatment segment is indicative of the condition:
outputting a report indicating that the condition has temporarily resolved; or
outputting a recommendation to administer the second treatment at a same treatment parameter as the first treatment.
14 . The method of claim 13 , wherein the physiological parameter comprises an ECG of the individual, a capnograph of the individual, an EtCO2 of the individual, a partial pressure of O2 in an airway of the individual, a flow rate of air through the airway of the individual, a tidal volume of the individual, a blood oxygenation of the individual, a blood pressure of the individual, an EEG of the individual, a heart rate of the individual, a pulse rate of the individual, a transthoracic impedance of the individual, or a temperature of the individual.
15 . The method of claim 13 , wherein the condition comprises a heart arrhythmia of the individual, slowing or cessation of breathing by the individual, slowing or cessation of a heart rate of the individual, or a seizure of the individual.
16 . The method of claim 13 , wherein the first treatment or the second treatment comprises an electrical shock, a medication, chest compressions, or positive pressure ventilation.
17 . The method of claim 13 , wherein the treatment parameter comprises an energy level, a voltage amplitude, a vector, a duration, a shape, an electrode placement, a frequency, a depth, a duration, a volume, or a flow rate.
18 . The method of claim 13 , wherein the threshold time period is between one second and one minute.
19 . The method of claim 13 , further comprising:
removing a chest compression artifact from the post-treatment segment.
20 . The method of claim 13 , the post-treatment segment being a first post-treatment segment, the method further comprising:
identifying a second post-treatment segment of the physiological parameter, the second post-treatment segment beginning within one second of the second treatment being administered to the individual;
determining that the second post-treatment segment of the physiological parameter is indicative of the condition failing to resolve; and
in response to determining that the second post-treatment segment of the physiological parameter is indicative of the condition failing to resolve:
modifying the report to indicate that the condition has failed to resolve; or
outputting a recommendation to administer a third treatment at a different treatment parameter than the same treatment parameter of the first treatment and the second treatment.