Apparatus and method for respiratory rate detection and early detection of blood loss volume
An apparatus and method for non-invasive monitoring and detection of sudden changes in cardiovascular hemodynamics, in which a PPG signal is obtained from a patient, a time-frequency spectrum (TFS) is computed from the PPG signal, instantaneous modulations at a plurality of time points defining a curve of a prominent frequency of oscillation are extracted from the TFS, a peak power spectral density sequence is computed using the instantaneous modulations, and instantaneous peak values for following prominent frequency oscillations are monitored.
1. A method for non-invasive monitoring and detection of sudden changes in cardiovascular hemodynamics, the method comprising:
obtaining a photoplethysmography (PPG) signal from a patient;
computing, from the PPG signal, a time-frequency spectrum (TFS), the TFS obtained using Complex Demodulation (CDM);
extracting from the TFS, for a predetermined range of frequencies, time points for the TFS in the predetermined range of frequencies; wherein the predetermined range of frequencies is at least one range of frequencies selected from a range between 0.8 and 1.4 Hz, referred to as a heart rate range and a range between 0.15 and 0.4 Hz, referred to as a respiratory rate band;
obtaining, from a curve of the time points for the IFS in the predetermined range of frequencies, a curve of instantaneous modulations at the time points in the predetermined range of frequencies, the instantaneous modulations being amplitude modulations; for the range between 0.8 and 1.4 Hz the instantaneous modulations being referred to as AC components; for the range between 0.15 and 0.4 Hz the instantaneous modulations referred to as venous components; and
detecting impending hypovolemia by one of either by detecting changes in a ratio of the venous components to the AC components, or, for a mechanically ventilated patient, by detecting increases in the venous components.
2. The method of claim 1 , wherein, for a mechanically ventilated patient, an indication of hypovolemia is obtained by detecting increases in the venous components of the TFS signal.
3. The method of claim 1 ,
wherein an indication of hypovolemia is obtained by detecting changes in a ratio of the venous components to the AC components.
4. The method of claim 3 wherein, for a mechanically ventilated patient, an indication of hypovolemia is obtained by detecting increases in the ratio of the venous components to the AC components.
5. The method of claim 3 wherein, for a spontaneously breathing patient, an indication of hypovolemia is obtained by detecting increases in the ratio of the venous components to the AC components.
6. A system for detecting hypovolemia, the apparatus comprising:
a computer configured to:
compute, from a PPG signal, a time-frequency spectrum (TFS), the TFS obtained using Complex Demodulation (CDM);
extract from the TFS, for a predetermined range of frequencies, time points for the TFS in the predetermined range of frequencies; wherein the predetermined range of frequencies is at least one range of frequencies selected from a range between 0.8 and 1.4 Hz referred to as a heart rate range and a range between 0.15 and 0.4 Hz, referred to as a respiratory rate band;
obtain, from a curve of the time points for the IFS in the predetermined range of frequencies, a curve of instantaneous modulations at the time points in the predetermined range of frequencies, the instantaneous modulations being amplitude modulations; for the range between 0.8 and 1.4 Hz the instantaneous modulations being referred to as AC components; for the range between 0.15 and 0.4 Hz the instantaneous modulations referred to as venous components; and
detecting impending hypovolemia by one of either by detecting changes in a ratio of the venous components to the AC components, or, for a mechanically ventilated patient, by detecting increases in the venous components.
7. The system of claim 6 wherein, for a mechanically ventilated patient, an indication of hypovolemia is obtained by detecting increases in the venous components of the TFS signal.
8. The system of claim 6
wherein an indication of hypovolemia is obtained by detecting changes in a ratio of the venous components to the AC components.
9. The system of claim 8 wherein, for a mechanically ventilated patient, an indication of hypovolemia is obtained by detecting increases in the ratio of the venous components to the AC components.