Implant evaluation using acoustic emissions
The present disclosure provides methods of identifying a loosened joint implant by analyzing acoustic emissions from the implant. The present disclosure further provides apparatuses for measuring acoustic data and analyzing acoustic emissions from a joint implant.
1. An apparatus for identifying a loosened implant in a joint, the apparatus comprising:
a plurality of acoustic sensors configured to be placed in contact with a patient's skin at a respective plurality of locations around the joint,
a processor configured to receive signals from the acoustic sensors during the movement of the joint, and
a non-transitory computer readable medium electronically coupled to the processor and comprising instructions stored thereon that when executed on the processor, perform the steps of:
identifying signals from two or more of the plurality of acoustic sensors that correspond to a common acoustic event,
comparing an attribute of the signals,
identifying a position of the acoustic event within the joint, and
providing a health indication related to the joint,
wherein identifying a position comprises
calculating a first time delay between a first time of receipt of a first signal from a first acoustic sensor of the plurality of acoustic sensors and a second time of receipt of a second signal from a second acoustic sensor of the plurality of acoustic sensors, and
calculating a first geometric surface of possible locations of the acoustic event from the first time delay.
2. The apparatus of claim 1 , wherein identifying a position of the acoustic event within the joint comprises
calculating a second time delay between the first time of receipt and a third time of receipt of a third signal from a third acoustic sensor of the plurality of acoustic sensors,
calculating a second geometric surface of possible locations of the acoustic event from the second time delay, and
determining a line of intersection of the first and second geometric surfaces.
3. The apparatus of claim 1 , wherein the non-transitory computer readable medium further comprises instructions that when executed on the processor, perform the step of determining where the first geometric surface intersects the implant.
4. The apparatus of claim 1 , wherein calculating a first time delay comprises
identifying one or more types of tissue between the implant and the first acoustic sensor;
identifying one or more signal paths from the implant to the first acoustic sensor; and
adjusting the first time delay according to predetermined speeds of signal propagation within each of the one or more types of tissue and the signal paths.
5. The apparatus of claim 1 , wherein identifying a position of the acoustic event within the joint comprises
calculating a first magnitude difference between a first signal amplitude of a first signal from a first acoustic sensor of the plurality of acoustic sensors and a second signal magnitude of a second signal from a second acoustic sensor of the plurality of acoustic sensors; and
calculating a first geometric surface of possible locations of the acoustic event from the first amplitude difference.
6. The apparatus of claim 1 , wherein calculating a first time delay comprises
adjusting the first time delay according to predetermined speeds of signal propagation within each of the one or more types of tissue and the signal paths.
7. An apparatus for identifying a loosened implant in a joint, the apparatus comprising:
an acoustic sensor configured to be placed in contact with a patient's skin at a location proximate to the joint,
a processor configured to receive signals from the acoustic sensor during the movement of the joint, and
a non-transitory computer readable medium electronically coupled to the processor and comprising instructions stored thereon that when executed on the processor, perform the steps of:
analyzing the signal to identify an attribute that is associated with a state of joint health only when the signal comprises a primary frequency within a predetermined band, and
providing a health indication related to the joint.
8. The apparatus of claim 7 , wherein the predetermined band is associated with the implant.
9. An apparatus for identifying a loosened implant in a joint, the apparatus comprising:
an acoustic sensor configured to be placed in contact with a patient's skin at a location proximate to the joint,
a processor configured to receive signals from the acoustic sensor during the movement of the joint, and
a non-transitory computer readable medium electronically coupled to the processor and comprising instructions stored thereon that when executed on the processor, perform the steps of:
analyzing the signal to identify an attribute that is associated with a state of joint health only when the signal comprises a primary frequency within a predetermined band, and
providing a health indication related to the joint,
wherein analyzing the signal comprises
calculating a power spectral density (PSD) of the signal,
calculating a first partial power of the PSD within a predetermined first frequency band,
comparing the first partial power to a first threshold, and
determining that the signal is indicative of a loose implant when the first partial power exceeds the first threshold.
10. The apparatus of claim 9 , wherein the predetermined band includes a resonant frequency associated with the implant.
11. An apparatus for identifying a loosened implant in a joint, the apparatus comprising:
an acoustic sensor configured to be placed in contact with a patient's skin at a location proximate to the joint, and
a processor configured to receive signals from the acoustic sensor during the movement of the joint, and
a non-transitory computer readable medium electronically coupled to the processor and comprising instructions stored thereon that when executed on the processor, perform the steps of:
analyzing the signal to identify an attribute that is associated with a state of joint health only when the signal comprises a primary frequency within a predetermined band, and
providing a health indication related to the joint,
wherein analyzing the signal comprises
calculating a power spectral density (PSD) of the signal,
calculating a first partial power of the PSD within a predetermined first frequency band,
calculating a second partial power of the PSD within a predetermined second frequency band,
comparing the first partial power to the second partial power.
12. The apparatus of claim 11 , wherein comparing the first partial power to the second partial power comprises
calculating a ratio of the first partial power to the second partial power, and
determining that the signal is indicative of a loose implant when the ratio exceeds a threshold.
13. The apparatus of claim 11 , wherein comparing the first partial power to the second partial power comprises
calculating a difference between the first partial power and the second partial power, and
determining that the signal is indicative of a loose implant is loose when the difference exceeds a threshold.
14. An apparatus for identifying a loosened implant in a joint, the apparatus comprising:
an acoustic sensor configured to be placed in contact with a patient's skin at a location proximate to the joint, and
a processor configured to receive signals from the acoustic sensor during the movement of the joint, and
a non-transitory computer readable medium electronically coupled to the processor and comprising instructions stored thereon that when executed on the processor, perform the steps of:
analyzing the signal to identify an attribute that is associated with a state of joint health, and
providing a health indication related to the joint,
wherein analyzing the signal comprises
calculating a power spectral density (PSD) of the signal,
calculating a first maximum value of the PSD within a predetermined first frequency band,
calculating a second maximum value of the PSD within a predetermined second frequency band, and
comparing the first maximum value to the second maximum value.