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510(k) Data Aggregation

    K Number
    K993616
    Date Cleared
    2000-04-10

    (167 days)

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

    NASIFF ASSOC., INC.

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

    The Cardio-Card interpretation program analyzes and reports abnormal and normal ECGs and possible classifications of what kind of abnormals may have been detected from ECG data sent to it. The ECG statements reported assist the user in knowing what problems may exist in the ECG. These statements are to be overread by a Physician trained in the art of ECG interpretation as no automated analysis is completely reliable.

    It is intended to be used by or on the order of a physician or similarly qualified health care professional in any environmental setting that the ECG acquisition device is suitable for. These environments include hospitals, physician offices, and clinical settings.

    It is intended to be used on the adult patient population.

    Device Description

    Cardio-Card Interpretive System I

    AI/ML Overview

    This is a 510(k) clearance letter from the FDA for a device called "Cardio-Card Interpretation System I". This type of letter generally does not contain detailed study information, acceptance criteria, or performance metrics. It primarily states that the device has been found substantially equivalent to a legally marketed predicate device.

    Therefore, based on the provided text, I cannot extract the requested information. The document focuses on regulatory approval and provides indications for use, but no specific performance study data, acceptance criteria, sample sizes, expert qualifications, or ground truth details.

    Here's a breakdown of why each point cannot be addressed:

    1. A table of acceptance criteria and the reported device performance: Not present in the document.
    2. Sample sized used for the test set and the data provenance (e.g. country of origin of the data, retrospective or prospective): Not present in the document.
    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts (e.g. radiologist with 10 years of experience): Not present in the document.
    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set: Not present in the document.
    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 present in the document.
    6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done: The document mentions "automated analysis" and states "These statements are to be overread by a Physician trained in the art of ECG interpretation as no automated analysis is completely reliable," implying it's not standalone or requires human oversight. However, no specific study proving this or measuring standalone performance is provided.
    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc): Not present in the document. It only states the system "analyzes and reports abnormal and normal ECGs and possible classifications."
    8. The sample size for the training set: Not present in the document.
    9. How the ground truth for the training set was established: Not present in the document.

    To obtain this information, one would typically need to refer to the full 510(k) submission (if it's publicly available and unredacted), or scientific publications related to the device's validation.

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    K Number
    K972795
    Date Cleared
    1998-02-20

    (207 days)

    Product Code
    Regulation Number
    870.1130
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    NASIFF ASSOC., INC.

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

    The Cardio-Card system monitors heart mythms and reports ECGs, thythm conditions, ECG printouts, BCG measurements, NIBPs and patient demographic information (e.g. patient name, ssn, physician name, address, physician notes, test notes). The system stores the patient's data to computers for later easy retrieval from its database. The computers can be networked to allow sharing of the information also. Studies can be typical short 12-sec ECG strips and NIBPs or very long term studies.

    Device Description

    Cardio-Card Management System II

    AI/ML Overview

    I am sorry, but based on the provided text, there is no information about acceptance criteria or a study that proves the device meets any criteria. The document is a 510(k) clearance letter from the FDA for the Cardio-Card Management System II, stating that the device is substantially equivalent to legally marketed predicate devices. It discusses regulatory matters and indications for use but does not contain details about performance studies, acceptance criteria, or ground truth establishment.

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    K Number
    K960544
    Date Cleared
    1996-08-07

    (182 days)

    Product Code
    Regulation Number
    870.2300
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Applicant Name (Manufacturer) :

    NASIFF ASSOC., INC.

    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use
    Device Description
    AI/ML Overview
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