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510(k) Data Aggregation

    K Number
    K191430
    Device Name
    Pulse Oximeter
    Date Cleared
    2019-10-18

    (142 days)

    Product Code
    Regulation Number
    870.2700
    Reference & Predicate Devices
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The pulse oximeter is a reusable device and intended for spot-checking of oxygen saturation and pulse rate for use with the finger of adult patients in healthcare environments. And it is not intended to be used under motion or low perfusion scenarios.

    Device Description

    The oximeter consists of probe, electronic circuits, and display and plastic enclosures. And one side of probe is designed to locate light emitting diodes and a light detector (called a photo-detector). Red and Infrared lights are shone through the tissues from one side of the probe to the other. Then parts of the light emitted absorbed by blood and tissues. The light absorbed by the blood varies with the oxygen saturation of haemoglobin. After that, the photo-detector detects the light volume transmitted through the tissues which depends on blood pulse, Hereafter, the microprocessor calculates a value for the oxygen saturation (SpO2). The subject device is a reusable device, and need to reprocess as suggested in the user manual after each use. And the device is intended to be used on the finger, and powered by 2*1.5V AAA battery. YM101 display the measuring results on 1.5' LED screen, and the backlight of the three models are red, white and green respectively. And the screen of YM201 and YM301 are 0.96' OLED and 1.3' OLED. Additionally, battery indicator and pulse waveform can be displayed on YM201 and YM301.

    AI/ML Overview

    The provided document describes the FDA 510(k) clearance for Shenzhen Yimi Life Technology Co., Ltd.'s Pulse Oximeter, models YM101, YM201, YM301. The submission includes information on the device's acceptance criteria and the studies conducted to demonstrate its performance.

    1. Table of Acceptance Criteria and Reported Device Performance:

    Acceptance Criteria (Measured Value)Reported Device Performance (Target Value)
    SpO2 Accuracy (70-100%)±2%
    SpO2 Resolution1%
    Pulse Rate Accuracy±2 bpm
    Pulse Rate Range25 bpm ~ 250 bpm
    Pulse Rate Resolution1 bpm
    BiocompatibilityComplies with ISO 10993-1, ISO 10993-5, ISO 10993-10 (pass tests for Cytotoxicity, Skin Sensitization, Skin Irritation)
    Electrical SafetyComplies with IEC 60601-1:2005+CORR.1(2006)+CORR.2(2007)+AM1(2012)
    EMCComplies with IEC 60601-1-2:2007 (test results show compliance)
    Pulse Oximeter PerformanceComplies with ISO 80601-2-61:2011
    Cleaning/Disinfection ValidationNo degradation after repeated cleaning and disinfection
    Software Verification & ValidationComplies with FDA Guidance for software with moderate level of concern

    2. Sample Size Used for the Test Set and Data Provenance:

    The document mentions "Clinical testing is conducted per Annex EE Guideline for evaluating and documenting SpO2 ACCURACY in human subjects of ISO 80601-2-61:2011". However, it does not explicitly state the sample size used for the clinical test set (human subjects study). The data provenance is described as being from "human subjects," implying prospective data collection for the SpO2 accuracy study. The country of origin of the data is not specified.

    3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Those Experts:

    The document does not provide information on the number of experts used or their qualifications for establishing ground truth, particularly in relation to the clinical testing mentioned in Annex EE. For pulse oximetry, the "ground truth" (reference SpO2) in such studies is typically obtained from co-oximetry of arterial blood samples.

    4. Adjudication Method for the Test Set:

    The document does not specify an adjudication method for the clinical test set.

    5. If a Multi Reader Multi Case (MRMC) Comparative Effectiveness Study was done:

    No, the document does not mention a Multi Reader Multi Case (MRMC) comparative effectiveness study. This device is a standalone pulse oximeter, not an AI-assisted diagnostic tool that would typically involve human readers.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done:

    Yes, the testing described for the Pulse Oximeter's performance, particularly the "Clinical data" section for SpO2 accuracy, refers to the device's standalone performance in measuring oxygen saturation in human subjects. The device itself is an algorithm-driven measurement tool, operating without a human-in-the-loop for its direct measurement function.

    7. The Type of Ground Truth Used:

    For the "Clinical data" section relating to SpO2 accuracy, the ground truth is established by measuring arterial oxygen saturation directly from blood samples using a co-oximeter, which is the standard reference method for SpO2 accuracy studies as outlined in ISO 80601-2-61.

    8. The Sample Size for the Training Set:

    The document does not refer to a "training set" in the context of machine learning or AI. For a pulse oximeter, the core technology relies on established physiological principles and signal processing, rather than a machine learning model that requires a dedicated training set. The clinical data mentioned is for validation/performance testing, not training.

    9. How the Ground Truth for the Training Set was Established:

    As there is no mention of a training set in the context of typical machine learning, this information is not applicable and therefore not provided in the document.

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