(213 days)
Not Found
No
The document describes signal processing and analysis algorithms but does not explicitly mention or provide evidence of AI/ML techniques being used for these analyses. The performance studies focus on comparing the device's algorithms to a predicate device and a gold standard, not on training or validating an AI/ML model.
No.
The device is described as a screening and monitoring device that analyzes and reports physiological data for physicians' consideration, not for direct therapeutic intervention.
Yes
The device is intended for use in "acquiring, analyzing and reporting ECG, heart sound, body position, Sleep Disordered Breathing (SDB) and snoring detection and to provide interpretation of the data in an integrated report for consideration by physicians." Specifically, "The SDB analysis and reporting is intended for use on adult patients only as a screening device for obstructive or mixed apnea to determine the need for evaluation by polysomnography based on the patient's score." This explicitly states its use in screening for a medical condition.
No
The device description explicitly states that the AUDICOR System employs the "Hemo ambulatory recording device" and an "AUDICOR Sensor" to capture physiological data, indicating the presence of hardware components beyond just software.
Based on the provided information, the AUDICOR System is not an In Vitro Diagnostic (IVD).
Here's why:
- IVDs analyze samples taken from the human body. The AUDICOR System acquires physiological data from the body surface (chest wall) using a sensor and Holter unit. It does not analyze biological samples like blood, urine, or tissue.
- The intended use and device description focus on analyzing physiological signals. The system analyzes ECG, heart sounds, body position, snoring, and activity level, which are all physiological measurements, not analyses of biological samples.
- The performance studies evaluate the accuracy of physiological measurements and algorithms. The studies described focus on body position accuracy and heart sound algorithm performance, not the analysis of biological samples.
Therefore, the AUDICOR System falls under the category of a medical device that acquires and analyzes physiological data, but it does not meet the definition of an In Vitro Diagnostic.
N/A
Intended Use / Indications for Use
The AUDICOR System when used with an AUDICOR Sensor on the chest wall and properly attached Holter unit, is intended for use on adults 18 years of age and older in acquiring, analyzing and reporting ECG, heart sound, body position, Sleep Disordered Breathing (SDB) and snoring detection and to provide interpretation of the data in an integrated report for consideration by physicians.
The SDB analysis and reporting is intended for use on adult patients only as a screening device for obstructive or mixed apnea to determine the need for evaluation by polysomnography based on the patient's score. Patients screened for SDB should have periods of sleep of at least 4 hours duration during which the ECG is predominantly sinus rhythm in nature.
The AUDICOR recording may be obtained at any location specified by a physician including home, hospital or clinic. The device is intended for use only under the direct supervision of a physician.
Product codes
MLO, MNR
Device Description
The AUDICOR System employs the Hemo ambulatory recording device to capture 10-second snapshots or up to 48 continuous hours of physiologic data. ECG, heart sounds, body position, sleep disordered breathing, snoring sounds, and activity level are interpreted from the physiologic signals captured. The AUDICOR System includes software to analyze recorded data, then display and present a summary of patient data over time in a trended format. Notable events are detected and displayed for review by the clinician.
The AUDICOR System analyzes and reports the following parameters:
- Heart rate including bradycardia and tachycardia events .
- Atrial fibrillation .
- ECG beat classification and morphology grouping with user-editing l
- . Heart rate variability
- Snoring detection .
- Sleep disordered breathing (apnea/hypopnea) events
- . Sleep disordered breathing score
- Activity level .
- . Body position
- Heart sound and combined ECG/heart sound measurements .
- Heart rate distributions of heart sound parameters
The clinician can review automatically detected events and measurements, and modify them as well as modify the interpretative statements generated.
Mentions image processing
Not Found
Mentions AI, DNN, or ML
Not Found
Input Imaging Modality
Not Found
Anatomical Site
chest wall
Indicated Patient Age Range
adults 18 years of age and older
Intended User / Care Setting
Physician, home, hospital or clinic
Description of the training set, sample size, data source, and annotation protocol
Not Found
Description of the test set, sample size, data source, and annotation protocol
Body Position: A study was designed and undertaken on a group of subjects representative of those intended to use the device and that established AUDICOR body position accuracy in comparison to idealized gold-standard performance. There were no complications or adverse events during the course of the study. The results of this study conclusively shows AUDICOR performance to be equivalent to the limits achievable using the same technology employed by the predicate device. Evaluation of performance metrics effectively demonstrates performance that is substantially equivalent to the predicate device.
Single Sensor Heart Sound: A study was designed and undertaken that compares AUDICOR heart sound algorithm performance using a single AUDICOR sensor to that of the predicate two-sensor AUDICOR system. The retrospective study reemployed datasets initially used for obtaining FDA clearance for the two-sensor system on a group of patients representative of those the device is intended for.
Summary of Performance Studies (study type, sample size, AUC, MRMC, standalone performance, key results)
Non-Clinical Performance Testing: In support of design verification, the AUDICOR System has been tested to the applicable requirements of the following standards, and shown to comply.
- EN 60601-1 Standard for Medical Electrical Equipment: General Requirements for Safety
- EN 60601-1-2 Standard for Medical Electrical Equipment Part 1-2: General Requirements for Safety - Collateral Standard: Electromagnetic Compatibility -Requirements and Tests
- ANSI/AAMI EC38:Ambulatory Electrocardiographs
- ANSI/AAMI EC57: Test and Reporting Performance Results of Cardiac Rhythm and ST-segment Measurement Algorithms
The modifications to the AUDICOR System are constrained to software elements. These modifications have no impact on the mechanical, electromagnetic compatibility, biocompatibility or electrical safety characteristics of the previously-cleared AUDICOR CPAM system. The AUDICOR System did undergo all applicable and required Verification and Validation activities and successfully passed all test protocols.
Clinical Performance Testing:
Retrospective clinical tests were performed to evaluate the performance of the new body position capability and the modified heart sound capability.
Body Position: A study was designed and undertaken on a group of subjects representative of those intended to use the device and that established AUDICOR body position accuracy in comparison to idealized gold-standard performance. There were no complications or adverse events during the course of the study. The results of this study conclusively shows AUDICOR performance to be equivalent to the limits achievable using the same technology employed by the predicate device. Evaluation of performance metrics effectively demonstrates performance that is substantially equivalent to the predicate device.
Single Sensor Heart Sound: A study was designed and undertaken that compares AUDICOR heart sound algorithm performance using a single AUDICOR sensor to that of the predicate two-sensor AUDICOR system. The retrospective study reemployed datasets initially used for obtaining FDA clearance for the two-sensor system on a group of patients representative of those the device is intended for. The results of the study show that AUDICOR heart sound algorithms modified for use with a single sensor have statistically equivalent performance as that of the two-sensor system. This statistical equivalency in performance is the basis for the claim of substantial equivalency with the predicate device.
Key Metrics (Sensitivity, Specificity, PPV, NPV, etc.)
Not Found
Predicate Device(s)
Reference Device(s)
Not Found
Predetermined Change Control Plan (PCCP) - All Relevant Information
Not Found
§ 870.2800 Medical magnetic tape recorder.
(a)
Identification. A medical magnetic tape recorder is a device used to record and play back signals from, for example, physiological amplifiers, signal conditioners, or computers.(b)
Classification. Class II (performance standards).
0
510(k) Summarv
As required by 21 CFR, part 807.92
- Inovise Medical, Inc. Submitted By: 8770 SW Nimbus Ave, Suite D Portland, OR 97008-7196 : Phone 503-313-0149
Fax 503-431-3801
Contact: Earl Anderson Director, Quality and Regulatory
Date Prepared: May 14, 2013
AUDICOR® CPAM with SDB (Single Sensor) Proprietary Name:
- Common/ Usual · Ambulatory Monitor / Acoustic Cardiograph Name:
- 870.2800, MLO, class II, Electrocardiograph, Ambulatory (with analysis program) Classification: 868.2375, MNR, Ventilatory Effort Recorder
AAMI EC38 and AAMI EC57 Performance
Standards:
The AUDICOR System when used with an AUDICOR Sensor on the chest wall Intended Use: and properly attached Holter unit, is intended for use on adults 18 years of age and older in acquiring, analyzing and reporting ECG, heart sound, body position, Sleep Disordered Breathing (SDB) and snoring detection and to provide interpretation of the data in an integrated report for consideration by physicians. The SDB analysis and reporting is intended for use on adult patients only as a screening device for obstructive or mixed apnea to determine the need for evaluation by polysomnography based on the patient's score. Patients screened for SDB should have periods of sleep of at least 4 hours duration during which the ECG is predominantly sinus rhythm in nature. The AUDICOR recording may be obtained at any location specified by a physician including home, hospital or clinic. The device is intended for use only under the direct supervision of a physician.
The AUDICOR System employs the Hemo ambulatory recording device to capture Device 10-second snapshots or up to 48 continuous hours of physiologic data. ECG, Description: heart sounds, body position, sleep disordered breathing, snoring sounds, and activity level are interpreted from the physiologic signals captured. The AUDICOR System includes software to analyze recorded data, then display and present a summary of patient data over time in a trended format. Notable events are detected and displayed for review by the clinician.
The AUDICOR System analyzes and reports the following parameters:
- Heart rate including bradycardia and tachycardia events .
- Atrial fibrillation .
- ECG beat classification and morphology grouping with user-editing l
- . Heart rate variability
- Snoring detection .
- Sleep disordered breathing (apnealhypopnea) events �
- . Sleep disordered breathing score
- Activity level .
1
- . Body position
- Heart sound and combined ECG/heart sound measurements .
- Heart rate distributions of heart sound parameters
The clinician can review automatically detected events and measurements, and modify them as well as modify the interpretative statements generated.
Non-Clinical Performance Testing
In support of design verification, the AUDICOR System has been tested to the applicable requirements of the following standards, and shown to comply.
- . EN 60601-1 Standard for Medical Electrical Equipment: General Requirements for Safety
- . EN 60601-1-2 Standard for Medical Electrical Equipment Part 1-2: General Requirements for Safety - Collateral Standard: Electromagnetic Compatibility -Requirements and Tests
- ANSI/AAMI EC38:Ambulatory Electrocardiographs .
- ANSI/AAMI EC57: Test and Reporting Performance Results of Cardiac . Rhythm and ST-segment Measurement Algorithms
The modifications to the AUDICOR System are constrained to software elements. These modifications have no impact on the mechanical, electromagnetic compatibility, biocompatibility or electrical safety characteristics of the previously-cleared AUDICOR CPAM system. The AUDICOR System did undergo all applicable and required Verification and Validation activities and successfully passed all test protocols.
Clinical Performance Testing
Retrospective clinical tests were performed to evaluate the performance of the new body position capability and the modified heart sound capability.
Body Position: A study was designed and undertaken on a group of subjects representative of those intended to use the device and that established AUDICOR body position accuracy in comparison to idealized gold-standard performance. There were no complications or adverse events during the course of the study. The results of this study conclusively shows AUDICOR performance to be equivalent to the limits achievable using the same technology employed by the predicate device. Evaluation of performance metrics effectively demonstrates performance that is substantially equivalent to the predicate device.
Single Sensor Heart Sound: A study was designed and undertaken that compares AUDICOR heart sound algorithm performance using a single AUDICOR sensor to that of the predicate two-sensor AUDICOR system. The retrospective study reemployed datasets initially used for obtaining FDA clearance for the two-sensor system on a group of patients representative of those the device is intended for. The results of the study show that AUDICOR heart sound algorithms modified for use with a single sensor have statistically equivalent performance as that of the two-sensor system. This statistical equivalency in performance is the basis for the claim of substantial equivalency with the predicate device.
2
Technological The AUDICOR System and the predicate devices are technologically equivalent in Characteristics: that the devices:
-
- Are small, wearable, battery-powered devices
-
- Acquire ECG data from patients using limited ECG leads
- Analyze the ECG signal to detect periods of sleep-disordered breathing 3)
- Acquire a sound signal for detection of snoring 4)
-
- Analyze the signals from an accelerometer to derive body position and activity level
-
- Use non-volatile memory to store patient data for download to the analysis module of the system
The AUDICOR System is different from the predicates in the following ways:
-
- The previously-cleared AUDICOR System employed the use of two dual-purpose AUDICOR sensors attached to the chest wall. The modified AUDICOR system is now specified for use with a single dual-purpose AUDICOR sensor.
Substantial Equivalence:
- The previously-cleared AUDICOR System employed the use of two dual-purpose AUDICOR sensors attached to the chest wall. The modified AUDICOR system is now specified for use with a single dual-purpose AUDICOR sensor.
The predicate devices for the added algorithm for reporting of body position and the modification to existing AUDICOR algorithms to accommodate single-sensor use are:
- AUDICOR CPAM (510(k) (K120462), and 1.
-
- VivoMetrics LifeShirt with VivoLogic Analysis Software (510(k) K011903)
The intended uses of the predicates are similar in that they are ambulatory monitors that record and analyze ECG, heart sounds, body position and sleepdisordered breathing from ECG. The VivoMetrics device can also collect signals from external devices such as blood pressure monitors but this does not represent a critical difference to the intended use of the device when used as labeled.
The predicate for the new body position detection feature is the Vivometrics LifeShirt System with VivoLogic Analysis Software (K011903), The Vivometrics LifeShirt System contains a tri-axial accelerometer and the VivoLogic Software running on a computer processes the tri-axial accelerometer to determine body position that is then made available to the user. The AUDICOR System also incorporates a tri-axial accelerometer and an automated signal processing algorithm that runs on an AUDICOR enabled computer that processes the accelerometer signals to determine body position. In this way both devices incorporate the same basic tri-axial accelerometer technology and report the same information to the user concerning body position.
Conclusion: The combination of non-clinical tests outlined and summarized above and described in the Declaration of Conformity together with clinical performance testing, also outlined above, demonstrates the subject device is substantially equivalent to the predicate devices noted with respect to principles of operation, intended use and technological characteristics.
3
Image /page/3/Picture/0 description: The image shows the text "DEPARTMENT OF HEALTH & HUMAN SERVICES". The text is in all caps and is in a bold, sans-serif font. The text is centered horizontally and vertically in the image. The background of the image is white.
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Public Health Service
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
October 11, 2013
Inovise Medical, Incorporated Mr. Earl Anderson Director, Quality and Regulatory 8770 SW Nimbus Avenue. Suite D BEAVERTON OR 97008-7196
Re: K130660
Trade/Device Name: AUDICOR CPAM with SDB (Single Sensor) Regulation Number: 21 CFR 870.2800 Regulation Name: Medical Magnetic Tape Recorder Regulatory Class: II Product Code: MLO, MNR Dated: September 9, 2013 Received: September 10. 2013
Dear Mr. Anderson:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments. or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. The general controls provisions of the Act include requirements for annual registration, listing of devices. good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH docs not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations. Title 21. Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
4
Page 2 Mr. Anderson
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical device-related adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (OS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Small Manufacturers, International and Consumer Assistance at its tollfree number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to
http://www.fda.gov/MedicalDevices/Safety/ReportalProblem/default.htm for the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Small Manufacturers, International and Consumer Assistance at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address http://www.fda.gov/MedicalDevices/Resourcesfor You/Industry/default.htm.
Image /page/4/Picture/6 description: The image shows a signature and some text. The text includes "Sincerely yours," "Tejashri Purohit-Sheth, M.D.," and "Clinical Deputy Director." There is also an FDA logo and the word "DAGRID" present. The word "FOR" is at the bottom right.
Kwame Ulmer M.S. Acting Division Director Division of Anesthesiology, General Hospital, Respiratory, Infection Control and Dental Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
5
Indications for Use
Device Name: AUDICOR® CPAM with SDB (Single Sensor)
Indications For Use:
The AUDICOR System when used with an AUDICOR Sensor on the chest wall and properly attached Holter unit, is intended for use on adults 18 years of age and older in acquiring, analyzing and reporting ECG, heart sound, body position, Sleep Disordered Breathing (SDB) and snoring detection and to provide interpretation of the data in an integrated report for consideration by physicians.
The SDB analysis and reporting is intended for use on adult patients only as a screening device for obstructive or mixed apnea to determine the need for evaluation by polysomnography based on the patient's score. Patients screened for SDB should have periods of sleep of at least 4 hours duration during which the ECG is predominantly sinus rhythm in nature.
The AUDICOR recording may be obtained at any location specified by a physician including home, hospital or clinic. The device is intended for use only under the direct supervision of a physician.
Prescription Use XXX (Part 21 CFR 801 Subpart D) AND/OR
Over-The-Counter Use (21 CFR 801 Subpart C)
(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE IF NEEDED)
| Concurrence of CDRH, Office of Device Evaluation (ODE) | |
|---|---|
| Page 1 of 1 | |
| Anya C. Harry S | Digitally signed by Anya C. Harry -S |
| DN: c=US, o=U.S. Government, ou=HHS, | |
| ou=FDA, ou=People, cn=Anya C. Harry -S, | |
| 0.9.2342.19200300.100.1.1=0011315590 | |
| Date: 2013.10.10 16:52:39 -04'00' |