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510(k) Data Aggregation

    K Number
    K200163
    Manufacturer
    Date Cleared
    2021-01-19

    (363 days)

    Product Code
    Regulation Number
    N/A
    Reference & Predicate Devices
    Why did this record match?
    Applicant Name (Manufacturer) :

    Ava AG

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Ava Fertility Tracker is intended to measure and display physiological parameters (body temperature, resting pulse rate, heart rate variability, and breathing rate) as an aid in ovulation prediction to facilitate conception (not to be used for contraception).

    Device Description

    The Ava Fertility Tracker aids women in ovulation prediction and to facilitate conception. The Ava Fertility Tracker is a non-invasive device made up of the following components:
    The Ava bracelet incorporating hardware with electronics and embedded software
    A mobile application running on smartphones (iOS and Android)
    A backend server software, including algorithms running on remote servers
    The Ava bracelet is worn by women at night and tracks the following physiological parameters with built-in sensors:
    Temperature sensor - provides information on skin temperature
    Photoplethysmography (PPG) sensor – measures the interbeat interval (IBI) providing information on pulse rate (HR), heart rate variability (HRV), breathing rate (BR) and perfusion. Only HR, HRV, and BR are used by the algorithms for prediction of the fertile window. Perfusion information is used to assess the quality of the PPG sensor data.
    Accelerometer provides information on movement and sleep duration and phases
    The user synchronizes the bracelet to the mobile app each morning. The mobile app receives the raw datasets via Bluetooth Low Energy (BLE) and transfers this data to the backend server. The algorithm is run on the physiological parameters collected and the prediction of ovulation and the fertile window is determined. This information is transferred and displayed in the mobile app. The mobile app will also display a single mean value for HR, temperature, HRV ratio, BR, and sleep duration from the prior night.

    The mobile application has three modes:
    Trying to Conceive Mode - The application shows the user the predicted day of ovulation plus five predicted fertile days leading up to the predicted day of ovulation. Users receive the prior night summary of measured parameters displayed in graphs. Users can track additional information on their cycle, such as sexual intercourse or cervical fluid (this information does not feed into the algorithm).
    Cycle Tracking Mode– For users not wanting to conceive but wanting to track their cycle. These users receive the same information provided to Trying to Conceive Mode users.
    Pregnancy Mode - Users receive the prior night summary of measured parameters displayed on graphs. They can also track additional information as relates to their pregnancy, such as their weight or their daily water intake. For each week of their pregnancy, a different piece of informational content gets displayed in the application, such as typical height and weight of a baby at this stage of their pregnancy.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the Ava Fertility Tracker, based on the provided document:

    Acceptance Criteria and Device Performance

    Test NameSpecificationReported Device Performance
    Bench Testing
    Transportation testD.U.T. functional and no visual damagePass
    Connector mating test>1460 cyclesPass
    Battery Test 1Battery retains >50% capacity after 730 charging/discharging cyclesPass
    Battery Test 2Valid physiological data transferred to app after one night of data collection (at end of life with aged D.U.T.)Pass
    Cyclic strap elongationMaximum 10% of straps break completely after 730 cycles of elongation and relaxation by 15%Pass
    Drop TestD.U.T. functional and no visual damage after dropping from 1.5 m onto a hard surface (10 drops)Pass
    Shock testD.U.T. functional and no visual damage after 15g acceleration applied (54 shocks)Pass
    Vibration testD.U.T. functional and no visual damage after broad band random vibration excitation for 4.5hPass
    Load TestD.U.T. functional and no visual damage after 250N mechanical load for 1 hourPass
    Perfume / insect repellent testD.U.T. functional and no visual damage after 30-day exposure to perfume and insect repellent housingPartial pass - Labeling to avoid exposure to ethanol-containing products.
    Cosmetic cream testD.U.T. functional and no visual damage after 30-day exposure to cosmetic cream housingPass
    Sweat testD.U.T. functional and no visual damage after 30-day exposure to artificial sweat housingPass
    Temperature sensor validationPrecision: ± 0.2°C, Accuracy: ± 0.8°C (accelerated aging test)Pass
    Accelerometer sensor validationAccuracy
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