Photoplethysmography for determining ventilation weaning readiness
Embodiments of the present disclosure relate to a system and method for determining a likelihood of successful ventilator weaning for a patient undergoing mechanical or assisted ventilation. Specifically, embodiments provided herein include methods and systems for determining or predicting weaning readiness in a patient based on physiological parameters determined via photoplethysmography.
1. A monitor, comprising:
an input circuit configured to receive a photoplethysmography signal from a ventilated patient;
a memory storing an algorithm configured to determine one or more characteristics of the photoplethysmography signal indicative of a ventilation weaning readiness and to determine the ventilation weaning readiness of the ventilated patient based on the one or more characteristics, wherein the one or more characteristics comprise pulse amplitude, and wherein the algorithm is configured to determine weaning readiness based at least in part on an increase in pulse amplitude during an inspiration phase relative to an exhalation phase of a breathing cycle of the ventilated patient;
a processor configured to execute the algorithm; and
a display configured to provide an indication of the ventilation weaning readiness of the ventilated patient.
2. The monitor of claim 1 , wherein the input circuit is configured to receive information related to the breathing cycle of the ventilated patient.
3. The monitor of claim 1 , wherein the one or more characteristics of the photoplethysmography signal indicative of ventilation weaning readiness further comprises a pulse pressure, an intrathoracic pressure, a modulation of local blood volume at the ventilation rate, a stroke volume, a heart rate, a pulse transit time, or a combination thereof.
4. The monitor of claim 1 , wherein the algorithm is configured to determine a lack of weaning readiness based at least in part on a decrease in pulse amplitude, pulse pressure, or heart rate during the inspiration phase relative to the exhalation phase.
5. The monitor of claim 1 , wherein the one or more characteristics of the photoplethysmography signal indicative of ventilation weaning readiness further comprises a pulse amplitude variability, a pulse pressure variability, a modulation of local blood volume at the ventilation rate, a stroke volume variability, a heart rate variability, a pulse transit time, or combination thereof.
6. The monitor of claim 1 , wherein the monitor comprises a weaning mode, wherein the algorithm is executed during the weaning mode and not executed when not in the weaning mode.
7. The monitor of claim 1 , wherein the monitor comprises a baseline mode and wherein the algorithm is configured to determine a baseline characteristic of ventilation weaning readiness during the baseline mode.
8. A system for determining ventilation weaning readiness comprising:
a sensor configured to acquire photoplethysmography data from a ventilated patient and to generate a signal relating to the photoplethysmography data; and
a monitor configured to:
receive the signal;
determining a ventilation weaning readiness of the patient based at least in part on the signal; and
provide an indication of ventilation weaning readiness, wherein the indication of ventilation weaning readiness is based at least in part on an increased pulse amplitude during inspiration relative to exhalation.
9. The system of claim 8 , wherein the indication of ventilation weaning readiness is based at least in part on an increased heart rate variability during inspiration relative to exhalation.
10. The monitor of claim 1 , wherein the algorithm is configured to determine weaning readiness based at least in part on a comparison of the one or more characteristics to a clinically-determined threshold.
11. The monitor of claim 1 , wherein providing an indication of weaning readiness comprises providing a graphical representation of weaning readiness.
12. The monitor of claim 7 , wherein the monitor is configured to enter the baseline mode in response to a user input.
13. A system for determining ventilation weaning readiness, comprising:
a sensor configured to acquire photoplethysmography data from a ventilated patient and generate a signal relating to the photoplethysmography data; and
a monitor configured to:
receive the signal;
determine a ventilation weaning readiness of the patient based at least in part on the signal; and provide an indication of the ventilation weaning readiness, wherein the indication of ventilation weaning readiness is based at least in part on a correlation between pulse amplitude modulation and respiration rate.
14. The system of claim 13 , wherein the indication of ventilation weaning readiness is based at least in part on an increased pulse amplitude during inspiration relative to exhalation.
15. A system for determining ventilation weaning readiness, comprising:
a sensor configured to acquire photoplethysmography data from a ventilated patient and generate a signal relating to the photoplethysmography data; and
a monitor configured to:
receive the signal;
determine a ventilation weaning readiness of the patient based at least in part on the signal; and
provide an indication of the ventilation weaning readiness, wherein the indication of ventilation weaning readiness is based at least in part on an increased heart rate during inspiration relative to exhalation.
16. A monitor, comprising:
an input circuit configured to receive a photoplethysmography signal from a ventilated patient;
a memory storing an algorithm configured to determine one or more characteristics of the photoplethysmography signal indicative of a ventilation weaning readiness and to determine the ventilation weaning readiness of the ventilated patient based on the one or more characteristics, wherein the one or more characteristics comprise pulse pressure, and wherein the algorithm is configured to determine weaning readiness based at least in part on an increase in pulse pressure during an inspiration phase relative to an exhalation phase of a breathing cycle of the ventilated patient;
a processor configured to execute the algorithm; and
a display configured to provide an indication of the ventilation weaning readiness of the ventilated patient.
17. The monitor of claim 16 , wherein the algorithm is configured to determine a lack of weaning readiness based at least in part on a decrease in pulse amplitude, pulse pressure, or heart rate during the inspiration phase relative to the exhalation phase.
18. A monitor, comprising:
an input circuit configured to receive a photoplethysmography signal from a ventilated patient;
a memory storing an algorithm configured to determine one or more characteristics of the photoplethysmography signal indicative of a ventilation weaning readiness and to determine the ventilation weaning readiness of the ventilated patient based on the one or more characteristics, wherein the one or more characteristics comprise heart rate, and wherein the algorithm is configured to determine weaning readiness based at least in part on an increase in heart rate during an inspiration phase relative to an exhalation phase of a breathing cycle of the ventilated patient;
a processor configured to execute the algorithm; and
a display configured to provide an indication of the ventilation weaning readiness of the ventilated patient.
19. A monitor, comprising:
an input circuit configured to receive a photoplethysmography signal from a ventilated patient;
a memory storing an algorithm configured to determine one or more characteristics of the photoplethysmography signal indicative of a ventilation weaning readiness and to determine the ventilation weaning readiness of the ventilated patient based on the one or more characteristics, wherein the one or more characteristics comprise pulse amplitude modulation and respiration rate, and wherein the algorithm is configured to determine weaning readiness based at least in part on a correlation between pulse amplitude modulation and respiration rate;
a processor configured to execute the algorithm; and
a display configured to provide an indication of the ventilation weaning readiness of the ventilated patient.
20. A monitor, comprising:
an input circuit configured to receive a photoplethysmography signal from a ventilated patient;
a memory storing an algorithm configured to determine one or more characteristics of the photoplethysmography signal indicative of a ventilation weaning readiness and to determine the ventilation weaning readiness of the ventilated patient based on the one or more characteristics, wherein the one or more characteristics comprise heart rate variability, and wherein the algorithm is configured to determine weaning readiness based at least in part on an increase in heart rate variability during an inspiration phase relative to an exhalation phase of a breathing cycle of the ventilated patient;
a processor configured to execute the algorithm; and
a display configured to provide an indication of the ventilation weaning readiness of the ventilated patient.