# US 12,004,861 B2 · System and method to analyze waveforms for electromyography testing > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 12,004,861 B2 - Document ID: US12004861B2 - Status: Granted - Kind: B2 - Application number: 17/381,020 - Filed: 2021-07-20 - Published: 2021-11-11 - Granted: 2024-06-11 - Earliest claimed: 2014-01-25 - Applicants: Tomasz Andrzej Kosierkiewicz - Inventors: Tomasz Andrzej Kosierkiewicz - Web page: https://patentgrep.com/patent/US12004861B2 ## CPC - A61B 5/397: Analysis of electromyograms - A61B 5/296: for electromyography [EMG] - A61B 5/395: Details of stimulation, e.g. nerve stimulation to elicit EMG response - A61B 5/7264: {Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems} - A61B 5/1104: {induced by stimuli or drugs (A61B5/1102 takes precedence)} - A61B 5/4519: {Muscles (measuring muscular strength A61B5/224; using electromyography [EMG] A61B5/389)} - A61B 5/7257: {using Fourier transforms} - A61B 5/7415: {Sound rendering of measured values, e.g. by pitch or volume variation (A61B5/741 takes precedence)} - A61B 5/7445: {Display arrangements, e.g. multiple display units} - A61B 7/006: {Detecting skeletal, cartilage or muscle noise (A61B7/003 and A61B7/008 take precedence)} - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) ## Abstract A device includes an EMG processing application operable with a processing module to receive an output signal from EMG testing, wherein the output signal represents electrical activity of at least one muscle. The EMG processing application is operable to process the output signal to detect at least one type of waveform of a plurality of types of waveforms from the output signal and display the detected at least one type of waveform. ## Claims ### Claim 1 A device, comprising: a display; an interface configured to receive an output signal of a needle electromyography (EMG) device, wherein the output signal represents one or more waveforms of electrical activity of at least one muscle; at least one processing device and at least one memory, wherein the at least one memory stores instructions that, when executed by the at least one processing device, causes the device to: determine at least one type of waveform in the output signal of the EMG device, wherein the at least one type of waveform includes one of: insertional activity waveform, spontaneous activity waveform, volitional activity waveform or recruitment waveform; display an identification of the determined at least one type of waveform on the display. ### Claim 2 (depends on 1) The device of claim 1, wherein the device is configured to determine the at least one type of waveform in the output signal of the EMG device by: identifying at least one output pattern of a plurality of output patterns in the output signal of the EMG device; and accessing a waveform database that associates the identified at least one output pattern with the at least one type of waveform of electrical activity of muscle fibers. ### Claim 3 (depends on 1) The device of claim 1, wherein the processing device is further configured to: quantify a number of motor units generating the output signal; and determine a count of repetitions for one or more of the motor units during a portion of the output signal. ### Claim 4 (depends on 1) The device of claim 1, wherein the processing device is configured to: store the output signal and the identification of the determined at least one type of waveform in a patient database in the memory. ### Claim 5 (depends on 1) The device of claim 1, wherein the EMG device comprises a first stimulating electrode or needle for activating the at least one muscle fiber of the at least one muscle and a second electrode or needle for detecting the electrical activity of the at least one muscle fiber of the at least one muscle, wherein the detected electrical activity is used to generate the output signal. ### Claim 6 (depends on 1) The device of claim 1, wherein the processing device is configured to: determine whether a sufficient number of events of insertional activity has been detected for the at least one muscle; and indicate when the sufficient number of events of insertional activity has been detected for the at least one muscle. ### Claim 7 (depends on 1) The device of claim 1, wherein the processing device is configured to: display a plurality of muscles in a muscle group, wherein the plurality of muscles includes the at least one muscle; and indicate whether adequate sampling of electrical activity has been detected for each of the plurality of muscles in the muscle group. ### Claim 8 (depends on 7) The device of claim 7, wherein the adequate sampling of electrical activity includes a predetermined number of events of insertional activity. ### Claim 9 (depends on 7) The device of claim 7, wherein the processing device is configured to: for each of the plurality of muscles in the muscle group, store the output signal, an identification of one or more events during the output signal, and a time during the output signal for each identification of the one or more events during the output signal.