Neuromuscular sensing device with multi-sensor array
A sensing device for detecting an artificially induced neuromuscular response within a limb of a subject includes a carrier material and a plurality of mechanical sensors. The carrier material is operative to be secured around a portion of the limb, and each of the plurality of mechanical sensors are coupled with the carrier material. Each mechanical sensor is positioned on the carrier material such that it is operative to monitor a mechanical response of a different muscle group of the limb. Each mechanical sensor then generates a respective mechanomyography output signal corresponding to the monitored mechanical response of its adjacent muscle group. These signals may then be communicated outbound from the device via communication circuitry provided on the device.
1. A sensing device for detecting an artificially induced neuromuscular response within a limb of a subject, the sensing device comprising:
a carrier material operative to be secured around a portion of the limb;
a plurality of mechanical sensors coupled with the carrier material, each mechanical sensor positioned on the carrier material such that it is operative to monitor a mechanical response of a different muscle group of the limb, and wherein each mechanical sensor generates a respective mechanomyography output signal corresponding to the monitored mechanical response, and from which an artificially induced neuromuscular response within the limb can be detected; and
communication circuitry coupled with the carrier material and in electronic communication with each of the plurality of mechanical sensors, the communication circuitry operative to transmit one or more of the generated mechanomyography output signals to a host system; and
a processor in electrical communication with and between the plurality of mechanical sensors and the communication circuitry, the processor configured to:
map the sensed motion from each of the plurality of sensors to a virtual limb;
determine whether there is a translation or rotation of the virtual limb;
identify signal content that is indicative of a gross translation or rotation of the limb from the virtual limb; and
filter each of the mechanomyography output signals to remove the identified signal content that is indicative of the gross translation or rotation of the limb.
2. The sensing device of claim 1 , wherein the carrier material is a sleeve operative to maintain an elastic tension fit about the limb of the subject.
3. The sensing device of claim 2 , wherein the plurality of mechanical sensors includes a first sensor positioned on the carrier material such that it is adapted to be directly adjacent to and operative to monitor a mechanical response of at least one a vastus medialis muscle or a vastus lateralis muscle of the subject when the carrier material is secured around a portion of the limb in a proper orientation; and
wherein the plurality of mechanical sensors includes a second sensor positioned on the carrier material such that it is directly adjacent to and operative to monitor a mechanical response of the tibialis anterior muscle when the carrier material is secured around the portion of the limb in the proper orientation.
4. The sensing device of claim 1 , further comprising a processor configured to:
receive an indication that a stimulus has been administered within an intracorporeal treatment area of the subject apart from the limb;
analyze each of the mechanomyography output signals to determine whether the stimulus induced a mechanical, neuromuscular response of one or more of the muscle groups within the limb of the subject; and
provide an alert when it is determined that the stimulus induced the neuromuscular response.
5. The sensing device of claim 4 , wherein the processor is configured to only analyze each of the mechanomyography output signals within a response window following the administration of the stimulus.
6. The sensing device of claim 5 , wherein the processor is configured to determine whether the stimulus induced the mechanical, neuromuscular response of one or more of the muscle groups within the limb of the subject by examining one or more characteristics of one or more received mechanomyography output signals using a supervised learning algorithm; and
wherein the supervised learning algorithm is operative to classify the response window into one of a plurality of classifications comprising:
the response window is representative of an induced neuromuscular response; and
the response window is not representative of an induced neuromuscular response.
7. The sensing device of claim 4 , wherein the processor is local to the sensing device and attached to the carrier material; and
wherein the communication circuitry is operative to transmit one or more of the generated mechanomyography output signals to the host system only when it is determined that the stimulus induced the neuromuscular response.
8. The sensing device of claim 4 , wherein the processor is further configured to determine a nerve conduction velocity by either computing a time delay between the stimulus and a muscle response induced by the stimulus, or by computing the time delay between muscle responses from different muscle groups innervated by a common nerve.
9. The sensing device of claim 1 , wherein the communication circuitry is wireless digital communications circuitry; and
wherein the wireless digital communications circuitry is operative to transmit the one or more generated mechanomyography output signals to the host system via a wireless communications protocol.
10. The sensing device of claim 1 , wherein the processor is further configured to detect an artificially induced neuromuscular response from the filtered mechanomyography output signals.
11. A sensing device for detecting an artificially induced neuromuscular response within a limb of a subject, the sensing device comprising:
a carrier material operative to be secured around a portion of the limb;
a plurality of mechanical sensors coupled with the carrier material, each mechanical sensor positioned on the carrier material such that it is operative to monitor a mechanical response of a different muscle group of the limb, and wherein each mechanical sensor generates a respective mechanomyography output signal corresponding to the monitored mechanical response, and from which an artificially induced neuromuscular response within the limb can be detected; and
communication circuitry coupled with the carrier material and in electronic communication with each of the plurality of mechanical sensors, the communication circuitry operative to transmit one or more of the generated mechanomyography output signals to a host system; and
a processor in communication with the communication circuitry, the processor configured to:
receive an indication of a nature of a procedure to be performed on the subject, the nature of the procedure being indicative of a side of the subject's body where the procedure will be performed;
receive at least one mechanomyography output signal;
identify whether the limb is a right limb or a left limb from a static component of the received mechanomyography output signal; and
provide an alert when the identified limb is not on the side of the subject's body where the procedure will be performed.
12. The sensing device of claim 11 , wherein the carrier material is an anti-embolism stocking.
13. A sensing device for detecting an artificially induced neuromuscular response within a limb of a subject, the sensing device comprising:
a carrier material operative to be secured around a portion of the limb;
a plurality of mechanical sensors coupled with the carrier material, each mechanical sensor positioned on the carrier material such that it is operative to monitor a mechanical response of a different muscle group of the limb, and wherein each mechanical sensor generates a respective mechanomyography output signal corresponding to the monitored mechanical response, and from which an artificially induced neuromuscular response within the limb can be detected; and
communication circuitry coupled with the carrier material and in electronic communication with each of the plurality of mechanical sensors, the communication circuitry operative to transmit one or more of the generated mechanomyography output signals to a host system; and
a processor in communication with the communication circuitry, the processor configured to:
receive an indication of an intended posture of the subject during a procedure to be performed on the subject, the intended posture of the subject being indicative of a proper orientation of the sleeve during the procedure;
receive at least one mechanomyography output signal;
determine an actual orientation of the sleeve from a static component of the at least one mechanomyography output signal; and
provide an alert when the actual orientation of the sleeve does not match the proper orientation of the sleeve.
14. The sensing device of claim 13 , wherein the carrier material is an anti-embolism stocking.
15. The sensing device of claim 14 , wherein the anti-embolism stocking includes one or more alignment indicia to indicate the proper orientation of the stocking relative to the limb.
16. The sensing device of claim 15 , wherein the alignment indicia is a line extending along a majority of a length of the stocking, the line operative to indicate twisting of the stocking when worn by the subject.
17. A sensing device for detecting an artificially induced neuromuscular response within a limb of a subject, the sensing device comprising:
a carrier material operative to be secured around a portion of the limb;
a plurality of mechanical sensors coupled with the carrier material, each mechanical sensor positioned on the carrier material such that it is operative to monitor a mechanical response of a different muscle group of the limb, and wherein each mechanical sensor generates a respective mechanomyography output signal corresponding to the monitored mechanical response, and from which an artificially induced neuromuscular response within the limb can be detected; and
a pair of surface electrodes coupled with the carrier material such that they are operative to directly contact a skin surface of the subject when the carrier material is secured around the portion of the limb; and
a processor in electrical communication with the pair of surface electrodes, the processor configured to:
administer a supermaximal electrical stimulus directly to the limb via the electrodes;
receive a mechanomyography output signal representative of the mechanical response of a muscle in response to the administered supramaximal stimulus; and
scale one or more of the mechanomyography output signals as a function of a magnitude of the mechanical response of the muscle in response to the administered supramaximal stimulus.
18. The sensing device of claim 17 , wherein the processor is further configured to:
administer a Train of Four electrical stimulus that includes four discrete electrical pulses;
monitor the mechanomyography output signal from one of the plurality of mechanical sensors for a mechanical response to each of the four discrete electrical pulses of the Train of Four electrical stimulus;
compute a Train of Four ratio from the monitored mechanomyography output signal, the Train of Four ratio being a ratio of an amplitude of the mechanomyography output signal in response to the fourth of the four discrete electrical pulses to an amplitude of the mechanomyography output signal in response to the first of the four discrete electrical pulses; and
provide an alert indicative of the existence of a neuromuscular block when the Train of Four ratio is below a predetermined threshold.