Bone cement removal using real-time acoustic feedback
Systems and methods for bone cement removal using real-time acoustic feedback, such as during a drilling process in a revision arthroplasty, are discussed. A system for bone cement removal may include a processor to perform operation comprising receiving digital frequency data from the microphone, comparing at least a portion of the digital frequency data to a plurality of frequency signatures, and determining, based at least in part on the comparing, whether the portion of the digital frequency data is representative of a cut bone frequency or a cut bone cement frequency.
1. A system for bone cement removal, the system comprising:
a controller coupled to a cutting tool;
a microphone;
a processor coupled to a memory device, the memory device containing instructions that, when executed by the processor, cause the system to perform operations comprising:
receiving digital frequency data from the microphone,
comparing at least a portion of the digital frequency data to a plurality of frequency signatures using audio fingerprinting,
determining, based at least in part on the comparing, whether the portion of the digital frequency data is representative of a cut bone frequency or a cut bone cement frequency, and
in response to determining that the portion of the digital frequency data is representative of the cut bone frequency, sending an indication to the controller to adjust a control parameter of the cutting tool.
2. The system of claim 1 , further comprising a digital signal processor, the digital signal processor coupled to a second memory device, the second memory device containing instructions that, when executed by the digital signal processor, cause the system to perform operations comprising:
receiving an analog signal from the microphone; and
converting the analog signal to the digital frequency data.
3. The system of claim 1 , wherein determining whether the portion of the digital frequency data is representative of the cut bone frequency or the cut bone cement frequency includes using a confidence index.
4. The system of claim 1 , wherein sending the indication to the controller to adjust the control parameter includes sending the indication to the controller to slow or stop the cutting tool.
5. The system of claim 1 , wherein the operations further comprise in response to determining that the portion of the digital frequency data is representative of the cut bone cement frequency, sending an indication to the controller to continue to drive the cutting tool at the cutting speed.
6. The system of claim 1 , wherein sending the indication to the controller to adjust the control parameter includes sending the indication to the controller to withdraw the cutting tool.
7. The system of claim 1 , wherein the operations further comprise in response to determining that the portion of the digital frequency data is representative of the cut bone frequency, sending an alert.
8. The system of claim 1 , wherein the controller includes an actuated controller, and further comprising a second microphone.
9. A system for bone cement removal, the system comprising:
a plurality of microphones;
a graphic processor unit (GPU) coupled to a memory device, the memory device containing instructions that, when executed by the GPU, cause the system to perform operations comprising:
receiving digital frequency data from the plurality of microphones via a digital signal processor (DSP),
comparing at least a portion of the digital frequency data to a plurality of frequency signatures using audio fingerprinting,
determining, based at least in part on the comparing, whether the portion of the digital frequency data is representative of a cut bone frequency or a cut bone cement frequency, and
in response to determining that the portion of the digital frequency data is representative of the cut bone frequency, sending an indication to a controller to adjust a control parameter of a cutting tool.
10. The system of claim 9 , wherein the plurality of frequency signatures are patient independent.
11. The system of claim 9 , wherein receiving digital frequency data from the plurality of microphones via a digital signal processor (DSP) includes receiving digital frequency data via the DSP periodically each millisecond.
12. The system of claim 9 , comparing at least the portion of the digital frequency data to the plurality of frequency signatures includes comparing at least the portion of the digital frequency data to the plurality of frequency signatures in real time each millisecond.
13. The system of claim 9 , wherein sending the indication to the controller to adjust the control parameter includes sending the indication to the controller to slow, stop, or withdraw the cutting tool.