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510(k) Data Aggregation

    K Number
    K202233
    Device Name
    Venue Go
    Date Cleared
    2020-11-18

    (103 days)

    Product Code
    Regulation Number
    892.1550
    Reference & Predicate Devices
    N/A
    Why did this record match?
    Reference Devices :

    Venue (K180599), Versana Premier (K200138), Vivid iq (K181727), LOGIQ e (K133533), LOGIQ e (K151028),

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

    The Venue Go is a general purpose diagnostic ultrasound system for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid. Venue Go is intended to be used in a hospital or medical clinic. Venue Go clinical applications include: abdominal (GYN and Urology), thoracic/pleural, ophthalmic, Fetal/OB, Small Organ (including breast, thyroid), VascularPeripheral vascular, neonatal and adult cephalic, pediatric, musculoskeletal (conventional and superficial), cardiac (adults and pediatric), Transrectal, Transvaginal, Transesophageal, Intraoperative (vascular) and interventional guidance (includes tissue biopsy, fluid drainage, vascular and non-vascular access). Modes of operation include: B, M, PW Doppler, Color Doppler, Color M Doppler, Power Doppler, Harmonic Imaging, Coded Pulse and Combined modes: B/M, B/Color M, B/ PWD, B/Color/PWD, B/Power/PWD, B/CWD, B/Color/CWD.

    Device Description

    Venue Go is a general-purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals to evaluate the body by ultrasound imaging and fluid flow analysis. The Venue Go is a compact, portable system with a small footprint The system can be hand carried using an integrated handle, placed on a horizontal surface, attached to a mobile cart or wall mounted. It has a high resolution color LCD monitor, with a simple, multi-touch user interface that makes the system intuitive. The system can be powered through an electrical wall outlet for long term use or from an internal battery for a short time.

    The Venue Go utilizes a variety of linear, convex, and phased array transducers which provide high imaging capability, supporting all standard acquisition modes. Some transducers are compatible with OEM biopsy kits to support needle-guidance procedures.

    The system has the capability for displaying the patient's ECG trace synchronized to the scanned image. This allows the user to view an image from a specific time of the ECG signal. The ECG signal can be input directly from the patient leads or as an output from an ECG monitoring device. ECG information is not intended for monitoring or diagnosis.

    A barcode reader is available to be used as an input device. Venue Go is capable of wireless communication through a builtin Wireless LAN device. The system meets DICOM requirements to support users image storage and archiving needs (local PACS or products such as O-Path) and allows for output to printing devices. The user documentation is available electronically. An additional accessory that will also be available for the customer will be a roller bag.

    AI/ML Overview

    The provided text describes the GE Medical Systems Ultrasound and Primary Care Diagnostics' Venue Go device and its 510(k) premarket notification. However, it does not include information about acceptance criteria or a study proving the device meets those criteria, as typically understood in the context of diagnostic performance (e.g., sensitivity, specificity, accuracy).

    Instead, the document details the device's technical specifications, intended use, comparison to predicate devices, and compliance with non-clinical safety standards (acoustic output, biocompatibility, electrical safety, etc.). The "Summary of Non-Clinical Tests" section outlines various standards the device complies with, but these are safety and engineering standards, not performance criteria for a diagnostic algorithm.

    Specifically, the "Summary of Clinical Tests" section explicitly states: "The subject of this premarket submission, Venue Go, did not require clinical studies to support substantial equivalence." This means that no clinical performance study was conducted to establish diagnostic accuracy metrics for the device itself. The substantial equivalence argument is based on its similarity to existing, legally marketed ultrasound systems.

    Therefore, I cannot provide the requested information regarding acceptance criteria and a study proving their fulfillment, as it is not present in the provided text.

    If you have a document that describes the diagnostic performance claims and supporting studies for the Venue Go or a similar medical device, please provide that text, and I will be able to answer your questions.

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    K Number
    K202132
    Device Name
    Venue
    Date Cleared
    2020-11-13

    (105 days)

    Product Code
    Regulation Number
    892.1550
    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Venue is a general purpose diagnostic ultrasound system for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid. Venue is intended to be used in a hospital or medical clinic. Venue clinical applications include: abdominal (GYN and Urology), thoracic/pleural, ophthalmic, Fetal/OB, Small Organ (including breast, testes, thyroid), VascularPeripheral vascular, neonatal and adult cephalic, pediatric, musculoskeletal (conventional and superficial), cardiac (adults and pediatric), Transrectal, Transvaginal, Transesophageal, Intraoperative (vascular) and interventional guidance (includes tissue biopsy, fluid drainage, vascular and non-vascular access). Modes of operation include: B, M, PW Doppler, Color Doppler, Color M Doppler, Power Doppler, Harmonic Imaging, Coded Pulse and Combined modes: B/M, B/Color M, B/ PWD, B/Color/PWD, B/Power/PWD, B/CWD, B/Color/CWD.

    Device Description

    The proposed Venue system is a general-purpose, Track 3, diagnostic ultrasound device, intended for ultrasound imaging, measurement and analysis of the human body and fluid that provides digital acquisition, processing and display capabilities. Venue can be used in offices, clinics and hospitals. The Venue is a mobile system with a small footprint that easily fits into tight spaces and positioned to accommodate the sometimes-awkward work settings of the point of care user. The Venue has a high resolution color LCD monitor, with a simple, multi-touch user interface that makes the system intuitive. The single surface screen provides easy cleanability. Articulated monitor arm enables flexible display positions in order to be accessible and clearly visible in both user-standing and sitting positions.

    The proposed Venue has the capability for displaying the patient's ECG trace synchronized to the scanned image. This allows the user to view an image from a specific time of the ECG signal. The ECG signal can be input directly from the patient leads or as an output from an ECG monitoring device. ECG is not intended for monitoring or diagnosis.

    The Venue has a battery that allows for scanning without the need to plug in to an electrical outlet. The system is capable of wireless communication and a barcode reader is available to be used as an input device. System meets DICOM requirements to support users image storage and archiving needs and allows for output to printing devices. The user documentation is available via electronic media.

    The Venue utilizes a variety of linear, convex, and phased array transducers which provide high imaging capability, supporting all standard acquisition modes. Some transducers are compatible with OEM biopsy kits to support needle-guidance procedures. The system includes several automated tools designed to simplify and shorten the workflow time of the healthcare professional for some common assessments.

    AI/ML Overview

    Here's a breakdown of the requested information based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The provided FDA 510(k) summary does not contain specific acceptance criteria or quantitative performance metrics for the device itself. Instead, the submission focuses on demonstrating substantial equivalence to a predicate device by comparing:

    • Clinical Indications for Use: Similar, with some additions cleared on reference devices.
    • Technological Characteristics: Same fundamental scientific technology.
    • Safety and Effectiveness: Assessed through non-clinical tests.
    • Imaging Modes and Transducers: Largely identical or similar, with additions cleared on reference devices.
    • Features/Functionality: Modifications or additions that are similar to features already cleared on predicate or reference devices.

    Therefore, a table of acceptance criteria and reported device performance, as typically understood for AI/ML device performance, cannot be constructed from this document. The "performance" being demonstrated here is the device's adherence to safety standards and its functional equivalence to existing cleared devices.

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

    The document explicitly states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Therefore, there was no test set as part of a clinical study for this 510(k) submission, and consequently, no sample size or data provenance information.

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

    As no clinical study was required and no test set was used, this information is not applicable and not provided in the document.

    4. Adjudication Method for the Test Set

    As no clinical study was required and no test set was used, this information is not applicable and not provided 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

    The document explicitly states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Therefore, no MRMC study was performed, and this information is not applicable and not provided in the document. The device descriptions focus on general ultrasound functionalities without specific mention of AI-assisted diagnostic features that would warrant such a study. While some "automated tools" are mentioned, their performance is established through similarity to pre-cleared features, not through comparative effectiveness studies in this submission.

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

    The document states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Therefore, no standalone performance study was done for this submission, and this information is not applicable and not provided in the document.

    7. The Type of Ground Truth Used

    As no clinical study was required and no test set was used, this information is not applicable and not provided in the document. The substantial equivalence argument relies on comparison to predicate and reference devices, not on direct ground truth validation in a clinical setting for this specific submission.

    8. The Sample Size for the Training Set

    The document explicitly states: "The subject of this premarket submission, Venue, did not require clinical studies to support substantial equivalence."

    Since no clinical studies were performed, and the submission does not describe the development or training of new AI/ML algorithms requiring a training set, this information is not applicable and not provided in the document. The "automated tools" mentioned are described as modifications or similar to features already cleared on other devices.

    9. How the Ground Truth for the Training Set Was Established

    As no training set was used for a clinical study in this submission, this information is not applicable and not provided in the document.

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    K Number
    K200851
    Date Cleared
    2020-09-09

    (162 days)

    Product Code
    Regulation Number
    892.1550
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K181727, K160078, K181685, K191792, K200497

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

    The Vivid T9/Vivid T8 is a general-purpose ultrasound system, specialized for use in cardiac maging. It is intended for use by qualified and trained Healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid. The device is intended for use in a hospital environment including echo lab, other hospital settings, operating room, Cath lab, and in private medical offices. The systems support the following clinical applications: Fetal/ Obstetrics, Abdominal (includes GYN, Urology), Pediatric, Small Organ (includes breast, testes, thyroid), Neonatal Cephalic, Adult Cephalic, Cardiac (includes Adult and Pediatric), Peripheral Vascular, Musculosketal Conventional, Musculoskeletal Superficial, Transesophageal, Transvaginal, Interventional guidance (including Biopsy, Fluid Drainage), Intraoperative(Vascular). Modes of operation include: B, M, PW Doppler, CW Doppler, Color Doppler, Color M, Power Doppler, Harmonic Imaging, Coded Pulse and Combined modes: B/M, B/PWD, B/Color/PWD, B/Power/PWD.

    Device Description

    Vivid T8/Vivid T9 is a Track 3, diagnostic ultrasound system, which is primarily intended for cardiac imaging and analysis but also includes vascular and general radiology applications. It is a full featured diagnostic ultrasound system that provides digital acquisition, processing, analysis and display capability. The Vivid T8/Vivid T9 consists of a mobile console with control panel color LCD touch panel, LCD display monitor and optional image storage and printing devices. It includes a variety of electronic array transducers operating in linear, curved, sector/phased array, matrix array, and dual array including dedicated CW transducers. The system includes electronics for transmit and receive of ultrasound data, ultrasound signal processing, software computing, hardware for Image storage, hard copy printing, and network access to the facility through both LAN and wireless (supported by use of a wireless LAN USB-adapter) connection.

    AI/ML Overview

    This document describes the 510(k) Pre-market Notification Submission for the GE Medical Systems Ultrasound and Primary Care Diagnostics, LLC Vivid T8/T9 ultrasound system, primarily focusing on its substantial equivalence to predicate devices rather than the performance of a novel AI-driven feature with detailed acceptance criteria and a specific study proving those criteria.

    Therefore, the requested information regarding acceptance criteria and a study proving device performance (specifically for an AI/ML component) is not extensively described in this document. The document mentions the addition of several AI-based features (AI Auto Measure 2D, AI Auto Measure Spectrum Recognition, AFI 3.0, Auto EF 3.0, AFI RV, AFI LA) that were previously cleared on the Vivid S70N (K200497). The submission states: "The subject of this premarket submission, Vivid T8 / Vivid T9, did not require clinical studies to support substantial equivalence." This implies that the performance of these AI features was established and cleared in the previous submission (K200497) for the Vivid S70N, and no new clinical studies were conducted for the Vivid T8/T9 to demonstrate their performance against new acceptance criteria.

    Based on the provided text, I cannot reconstruct a detailed table of acceptance criteria and reported device performance for the AI features or the specific study proving the device meets these criteria for the Vivid T8/T9 itself. The document implicitly relies on the prior clearance of these AI features on a different device to demonstrate substantial equivalence.

    However, I can extract the information that is present regarding the AI features and the overall submission:

    1. Table of Acceptance Criteria and Reported Device Performance:

    • Not provided in this document directly for the Vivid T8/T9. The document states that the AI features (AI Auto Measure 2D, AI Auto Measure Spectrum Recognition, AFI 3.0, Auto EF 3.0, AFI RV, AFI LA) are the "same feature as cleared on Vivid S70N (K200497)." This implies that their performance was assessed and accepted during the clearance of K200497, but the specific acceptance criteria and detailed performance data from that prior submission are not included here.

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

    • Not specified in this document. Since no new clinical studies were conducted for the Vivid T8/T9 specifically for these AI features, details about the test set for the AI components are presumed to be part of the K200497 submission.

    3. Number of Experts Used to Establish Ground Truth and Qualifications:

    • Not specified in this document. This information would likely be found in the K200497 submission for the Vivid S70N, where these AI features were originally cleared.

    4. Adjudication Method for the Test Set:

    • Not specified in this document. Again, this would pertain to the information from the K200497 submission.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done and the effect size:

    • Not specified in this document. There is no mention of MRMC studies or human reader improvement with AI assistance for the Vivid T8/T9. Any such studies would have been part of the original K200497 submission for the Vivid S70N.

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

    • Not specified in this document. Details on standalone performance for the AI features would be in the K200497 submission.

    7. The Type of Ground Truth Used:

    • Not specified in this document. This information would be specific to the K200497 submission for the Vivid S70N.

    8. The Sample Size for the Training Set:

    • Not specified in this document. This information would be specific to the K200497 submission for the Vivid S70N.

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

    • Not specified in this document. This information would be specific to the K200497 submission for the Vivid S70N.

    Summary based on the provided document:

    The 510(k) submission for the Vivid T8/T9 leverages the substantial equivalence pathway, specifically by stating that new "AI Auto Measure" and "AFI" features are "same feature as cleared on Vivid S70N (K200497)." This means that the device's adherence to acceptance criteria for these AI features was established during the clearance of the Vivid S70N, and that information is not detailed in this specific document. The submission explicitly states, "The subject of this premarket submission, Vivid T8 / Vivid T9, did not require clinical studies to support substantial equivalence." This indicates that the performance data for the AI features was carried over from the prior clearance.

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