# US 10,945,628 B2 · Apparatus and method for processing electromyography signals related to respiratory activity > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,945,628 B2 - Document ID: US10945628B2 - Status: Granted - Kind: B2 - Application number: 15/752,147 - Filed: 2016-08-01 - Published: 2018-08-23 - Granted: 2021-03-16 - Earliest claimed: 2015-08-11 - Assignees: Koninklijke Philips N.V. - Applicants: Koninklijke Philips N.V. - Inventors: Rene Martinus Maria Derkx; Jakob Van Der Laar; Adrianus Johannes Maria Denissen; Sandrine Magali Laure Devot - Web page: https://patentgrep.com/patent/US10945628B2 ## CPC - A61B 5/08: Measuring devices for evaluating the respiratory organs - A61B 5/389: Electromyography [EMG] - A61B 5/6823: {Trunk, e.g., chest, back, abdomen, hip} - A61B 5/6833: {Adhesive patches} - A61B 5/721: {using a separate sensor to detect motion or using motion information derived from signals other than the physiological signal to be measured} - A61B 5/7246: {using correlation, e.g. template matching or determination of similarity} - A61B 5/0816: {Measuring devices for examining respiratory frequency (measuring frequency of electric signals G01R23/00)} - A61M 2230/40: Respiratory characteristics - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) - A61M: DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY (introducing media into or onto the bodies of animals A61D7/00; means for inserting tampons A61F13/26; devices for administering food or medicines orally A61J; containers for collecting, storing or administering blood or medical fluids A61J1/05); DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY (surgery A61B; chemical aspects of surgical articles A61L); DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR {(Electrotherapy, e.g. producing anaesthesia by the use of alternating or intermittent currents A61N1/36021)} ## Abstract The present invention relates to the field of medical technology and in particular to determining a respiratory activity in patients with chronic obstructive pulmonary disease (COPD) based on surface electromyography measurements taken from the intercostal muscles on the chest of a subject. A processing apparatus for processing an electromyography signal indicative of an activity of a target muscle in a human or animal body that relates to the measurement of respiratory effort amid an activity of at least one further muscle is presented. The processing apparatus comprises a first interface for receiving a first electromyography signal obtained from the target muscle and the further muscle at a first location on the body; a second interface for receiving a second electromyography signal obtained from the further muscle at a second location on the body; and an analysis unit for determining a similarity signal based on the first electromyography signal and the second electromyography signal, wherein the analysis unit is further configured to determine a respiratory phase as an inspiratory phase if the similarity signal obtained from the first and the second electromyography signal is below a first predetermined threshold and/or determine a respiratory phase as an expiratory phase if the similarity signal obtained from the first and the second electromyography signal exceeds a second predetermined threshold. ## Claims ### Claim 1 A processing apparatus for processing an electromyography signal indicative of an activity of a target muscle in a human or animal body that relates to a measurement of respiratory effort amid an activity of at least one further muscle, comprising: a first electrode interface within an electromyography device, the first electrode interface configured to receive a first electromyography signal obtained from the target muscle and the further muscle at a first location on the body, wherein the target muscle and the further muscle are innervated separately; a second electrode interface within the electromyography device, the second electrode interface configured to receive a second electromyography signal obtained from the further muscle at a second location on the body; and a processor within the electromyography device, the processor configured to determine a similarity signal based on a similarity between the first electromyography signal and the second electromyography signal, wherein the processor is further configured to: determine a respiratory phase as an inspiratory phase if the similarity signal obtained from the first and the second electromyography signal is below a first predetermined threshold; and determine the respiratory phase as an expiratory phase if the similarity signal obtained from the first and the second electromyography signal exceeds a second predetermined threshold; and wherein the processor is further configured to control an output to visualize the inspiratory phase or the expiratory phase and generate an alarm if a physiological parameter associated with the inspiratory phase or the expiratory phase exceeds a threshold value. ### Claim 2 (depends on 1) The processing apparatus according to claim 1, wherein the target muscle is a parasternal intercostal muscle and/or wherein the further muscle is at least one of the transversus thoracis and the pectoralis major. ### Claim 3 (depends on 1) The processing apparatus according to claim 1, wherein said similarity signal is indicative of a correlation or spectral coherence of the first electromyography signal and the second electromyography signal. ### Claim 4 (depends on 1) The processing apparatus according to claim 1, wherein at least one of the first electromyography signal and the second electromyography signal is obtained at an intercostal space. ### Claim 5 (depends on 1) The processing apparatus according to claim 1, wherein the first electromyography signal is obtained at a second intercostal space and/or wherein the second electromyography signal is obtained at a third intercostal space. ### Claim 6 (depends on 1) The processing apparatus according to claim 1, wherein: the first electromyography signal is obtained from the further muscle and a first instance of the target muscle at the first location on the body; and the second electromyography signal is obtained from the further muscle and a second instance of the target muscle at the second location on the body. ### Claim 7 (depends on 1) The processing apparatus according to claim 1, wherein the processor is further configured to provide, based on the similarity signal, a respiratory phase signal indicative of the respiratory phase; and wherein the processing apparatus is further configured to determine a respiratory effort based on the respiratory phase signal and the first electromyography signal. ### Claim 8 (depends on 7) The processing apparatus according to claim 7, wherein the processing apparatus is configured to determine an inspiratory effort based on a signal energy of the first electromyography signal during the inspiratory phase and/or to determine an expiratory effort based on a signal energy of the first electromyography signal during the expiratory phase. ### Claim 9 (depends on 1) The processing apparatus according to claim 1, wherein the processing apparatus is configured to remove, based on the similarity signal, an activity of the further muscle from the first electromyography signal. ### Claim 10 (depends on 1) An electrode patch for use with the processing apparatus according to claim 1, the electrode patch comprising at least two sets of electrodes arranged for surface electromyography measurements at at least two different locations on the chest, wherein a first set of electrodes comprises a first pair of electrodes arranged for measuring the first electromyography signal at a first intercostal space besides the sternum; and wherein a second set of electrodes comprises a second pair of electrodes arranged for measuring the second electromyography signal at a second intercostal space besides the sternum. ### Claim 11 A processing apparatus for processing an electromyography signal indicative of an activity of a target muscle in a human or animal body that relates to a measurement of respiratory effort amid an activity of at least one further muscle, comprising: a first electrode interface within an electromyography device, the first electrode interface configured to receive a first electromyography signal obtained from the target muscle and the further muscle at a first location on the body; a second electrode interface within the electromyography device, the second electrode interface configured to receive a second electromyography signal obtained from the further muscle at a second location on the body; a processor within the electromyography device, the processor configured to determine a similarity signal based on a similarity between the first electromyography signal and the second electromyography signal; wherein the processor is further configured to provide, based on the similarity signal, a respiratory phase signal indicative of an inspiratory phase and an expiratory phase; and wherein the processing apparatus is further configured to determine a respiratory effort based on the respiratory phase signal and the first electromyography signal; and wherein the processor is further configured to control an output to visualize the inspiratory phase and the expiratory phase and generate an alarm if a physiological parameter associated with the inspiratory phase or the expiratory phase exceeds a threshold value. ### Claim 12 (depends on 11) The processing apparatus according to claim 11, wherein the processing apparatus is configured to determine an inspiratory effort based on a signal energy of the first electromyography signal during the inspiratory phase and/or to determine an expiratory effort based on a signal energy of the first electromyography signal during the expiratory phase. ### Claim 13 (depends on 11) An electromyography system, comprising: the electromyography device comprising the processing apparatus according to claim 11; a first pair of electrodes arranged for obtaining the first electromyography signal, wherein the first pair of electrodes is connectable to a first input of the electromyography device for providing the first electromyography signal to the first interface of the processing apparatus; and a second pair of electrodes arranged for obtaining the second electromyography signal, wherein the second pair of electrodes is connectable to a second input of the electromyography device for providing the second electromyography signal to the second interface of the processing apparatus. ### Claim 14 A method for processing an electromyography signal indicative of an activity of a target muscle in a human or animal body that relates to a measurement of respiratory effort amid an activity of at least one further muscle, the method comprising the steps of: receiving, by a first electrode interface within an electromyography device, a first electromyography signal obtained from the target muscle and the further muscle at a first location on the body, wherein the target muscle and the further muscle are innervated separately; receiving, by a second electrode interface within the electromyography device, a second electromyography signal obtained from the further muscle at a second location on the body; determining, by a processor within the electromyography device, a similarity signal based on a similarity between the first electromyography signal and the second electromyography signal; and determining, by the processor, a respiratory phase as an inspiratory phase if the similarity signal obtained from the first and the second electromyography signal is below a first predetermined threshold and/or determining, by the processor, the respiratory phase as an expiratory phase if the similarity signal obtained from the first and the second electromyography signal exceeds a second predetermined threshold; controlling an output to visualize the inspiratory phase or the expiratory phase or generating an alarm if a physiological parameter associated with the inspiratory phase or the expiratory phase exceeds a threshold value. ### Claim 15 A method for processing an electromyography signal indicative of an activity of a target muscle in a human or animal body that relates to a measurement of respiratory effort amid an activity of at least one further muscle, the method comprising the steps of: receiving, by a first electrode interface within an electromyography device, a first electromyography signal obtained from the target muscle and the further muscle at a first location on the body, wherein the target muscle and the further muscle are innervated separately; receiving, by a second electrode interface within the electromyography device, a second electromyography signal obtained from the further muscle at a second location on the body; determining, by a processor within the electromyography device, a similarity signal based on a similarity between the first electromyography signal and the second electromyography signal; and providing, by the processor, based on the similarity signal, a respiratory phase signal indicative of a respiratory phase; and determining, by the processor, a respiratory effort based on the respiratory phase signal and the first electromyography signal; controlling an output to visualize the respiratory phase or generating an alarm if a physiological parameter associated with the respiratory phase exceeds a threshold value. ### Claim 16 (depends on 14) Computer program comprising program code means for causing a computer to carry out the steps of the method as claimed in claim 14 when said computer program is carried out on a computer.