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510(k) Data Aggregation

    K Number
    K130821
    Date Cleared
    2013-08-09

    (137 days)

    Product Code
    Regulation Number
    870.2910
    Why did this record match?
    Device Name :

    INTEL-GE CARE INNOVATIONS CONNECT RCM

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

    Intel-GE Care Innovations Connect RCM is intended to collect vital sign measurements from physiological measurement devices intended for use in the home. Patients can review the stored vital sign measurement information and receive educational and motivational content from caregivers. Patients can also engage in videoconferences with caregivers and answer the caregivers' questions by participating in surveys.

    Care Innovations Connect RCM is not interpretive, nor is it intended for diagnosis or as a substitute for medical care, and it is not intended to provide real time data. It is made available to patients when time-critical care is not required.

    Care Innovations Connect RCM is contraindicated for patients requiring direct medical supervision or emergency intervention. It is intended for patients who are willing and capable of managing its use. Clinical judgment and experience by a caregiver are required to check and interpret the information delivered.

    Care Innovations Connect RCM will be available for over the counter use.

    Device Description

    Care Innovations™ Connect RCM is a software application for use with measurement devices commercially available for home use. The software executes on a web server and is accessed via a browser from the patient's COTS personal computing device. A small validated software application known as Device Connector runs on patients' home COTS platforms. Off the Shelf (OTS) software is also used with the internally developed software to provide functionality such as: setting & receiving email and text-based notifications, creating & editing calendar entries, playing Learn More videos, and holding a video conference with a clinician.

    Care Innovations™ Connect RCM is a software application for use with measurement devices commercially available for home use. Connect RCM provides the same client capabilities of collecting and transmitting patient data to the clinician database system as the predicate devices, and uses the existing clinician database system in the Intel-GE Care Innovations 10 Guide (K130290). No changes were required to the existing clinician database system to support the new client software.

    Patients can also enter measurement data manually entered data is stored in the backend clinician database as well as the Personal Health Data Record. It is flagged as manually entered data.

    AI/ML Overview

    The provided document, K130821, states that the "Connect RCM does not rely on an assessment of clinical performance data." It asserts that "The device will conform to FDA 's recognized consensus standards and relies on its conformity to demonstrate the safety and efficacy." Therefore, there is no study described that proves the device meets specific acceptance criteria based on clinical performance.

    Instead, the submission relies on demonstrating substantial equivalence to predicate devices and conformity to recognized consensus standards for safety and efficacy.

    Given this, I cannot fill out the requested table or answer most of the follow-up questions because the submission explicitly states that clinical performance data was not used.

    Here's what I can provide based on the document:

    1. A table of acceptance criteria and the reported device performance

    The document does not provide a table of acceptance criteria and reported device performance in the context of clinical studies. The "acceptance criteria" for this device appear to be its conformity to FDA recognized consensus standards and its substantial equivalence to predicate devices.

    Acceptance Criteria (Implied)Reported Device Performance
    Conformity to AAMI/ANSI/IEC ES 60601-1 (Software Safety Standard)Device "will conform" to this standard.
    Functional equivalence to Intel-GE Care Innovations Guide (K130290)Device has "the same functionality" as the predicate.
    Does not introduce new questions concerning safety or efficacyDevice "introduces no new questions" on safety/efficacy.
    Collection of vital sign measurements from home physiological devicesIntended to "collect vital sign measurements."
    Review of stored vital sign measurement information by patientsPatients "can review the stored vital sign measurement."
    Receive educational and motivational content from caregiversPatients "receive educational and motivational content."
    Engage in videoconferences with caregiversPatients "can engage in videoconferences."
    Respond to caregiver questions via surveysPatients "answer the caregivers' questions by participating in surveys."

    2. Sample size used for the test set and the data provenance

    Not applicable. The device does not rely on clinical performance data for its 510(k) submission.

    3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

    Not applicable. No clinical test set described.

    4. Adjudication method

    Not applicable. No clinical test set described.

    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. The device is a remote patient monitoring system, not an AI-assisted diagnostic tool, and no such study was performed or described.

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

    Not applicable. The device is software for collecting and displaying patient data, not an algorithm for standalone performance evaluation in a clinical sense.

    7. The type of ground truth used

    Not applicable. No clinical performance data was used for the 510(k) submission. The "ground truth" for regulatory approval appears to be the documented functionality of the predicate device and the adherence to safety standards.

    8. The sample size for the training set

    Not applicable. No machine learning model or training set is described in the context of clinical performance for this 510(k).

    9. How the ground truth for the training set was established

    Not applicable. No training set is described.

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