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510(k) Data Aggregation

    Why did this record match?
    Reference Devices :

    K030437, K122154, K133483, K160608, K183169, K210967

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

    Intended to temporarily relieve minor muscle aches and to temporarily increase circulation to the treated area in people who are in good health.

    Device Description

    Bio Compression Systems' Sequential Circulators are powered inflatable tube massagers which consist of a segmented pneumatic sleeve ("garment") connected to a pneumatic compression pump ("pump"). The pump cyclically inflates the garment's segments ("chambers") in sequence from the distal end toward the trunk of the body. The sequential inflation of the garment simulates kneading and stroking of tissues with the hands, increasing circulation on the limb worn.

    The core components of the pump are the motor, air compressor, disc valves, and micro switch. The air compressor generates air flow into a stationary disc valve. The motor moves a rotating disc valve. The geometry of the disc valve directs air flow and cyclically triggers the micro switch.

    The pump is controlled by softkeys and an LED display (models SC-1004-DL, SC-1008-DL, SC-2004-DL, SC-2008-DL) or by a touch screen LCD (models SC-4004-DL, SC-4008-DL).

    The device uses the Predicate Device's garments.

    AI/ML Overview

    The provided text is a 510(k) Pre-market Notification for a medical device (Sequential Circulators) and does not contain information about a study with acceptance criteria and reported device performance in the context of diagnostic accuracy, which would include details about sample sizes, ground truth establishment, expert qualifications, or comparative effectiveness studies (MRMC or standalone).

    This document focuses on demonstrating substantial equivalence to a predicate device based on technological characteristics and performance data for safety and electrical compatibility, and functional verification, rather than a clinical efficacy or diagnostic accuracy study.

    Therefore, many of the requested categories cannot be filled from the provided text.

    Here's a breakdown of what can be extracted and what cannot:

    1. Table of acceptance criteria and the reported device performance:

    The document doesn't present acceptance criteria in the format of diagnostic metrics (e.g., sensitivity, specificity, AUC) or a study proving those criteria are met. Instead, it lists technical standards and verification testing.

    Acceptance Criteria (Standards and Tests)Reported Device Performance and Compliance
    ANSI/AAMI ES60601-1:2005/(R)2012 and A1:2012Compliant
    ANSI/AAMI HA60601-1-11:2015-08Compliant
    IEC 60601-1:2005/AMD1:2012Compliant
    IEC 60601-1-2:2014Compliant
    IEC 60601-1-6:2010/AMD1:2013Compliant
    IEC 60601-1-11:2015Compliant
    Observation of operation (Predicate Device routine acceptance tests)Verified
    Pressure testing (Predicate Device routine acceptance tests)Verified
    HiPot (dielectric withstand test) testing (Predicate Device routine acceptance tests)Verified
    Cycle time verification and validationVerified
    Treatment time verification and validationVerified
    Pressure setting endpoint testingVerified
    Operation to confirm all modes, settings, and mode/setting changes function as intendedVerified
    Software verification and validation (minor level of concern)Verified

    2. Sample size used for the test set and the data provenance: Not applicable. The "test set" here refers to the device itself being tested against technical standards, not a dataset of patient cases.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts: Not applicable. Ground truth for diagnostic accuracy is not relevant here.

    4. Adjudication method for the test set: Not applicable.

    5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance: Not applicable. This is not an AI/diagnostic imaging device.

    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: Not applicable. This is not an algorithm-only device.

    7. The type of ground truth used: Not applicable in the context of diagnostic accuracy. The "ground truth" for this device's performance relates to compliance with engineering and safety standards, and functional specifications.

    8. The sample size for the training set: Not applicable. This is not a machine learning/AI device requiring a training set.

    9. How the ground truth for the training set was established: Not applicable.

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