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510(k) Data Aggregation

    K Number
    K072164
    Date Cleared
    2007-09-05

    (30 days)

    Product Code
    Regulation Number
    892.1570
    Reference & Predicate Devices
    Why did this record match?
    Device Name :

    DC-6 DIAGNOSTIC ULTRASOUND SYSTEM

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

    The device is intended for use by a qualified physician for ultrasound evaluation of abdominal, cardiac, small parts (breast, testes, thyroid, etc.), peripheral vascular, fetal, transrectal, transvaginal, pediatric, neonatal cephalic, musculoskeletal (general and superficial), Urology/Prostate and intraoperative (liver, gallbladder, pancreas).

    Device Description

    The DC-6 Diagnostic Ultrasound System is a general purpose, mobile, software controlled, ultrasound diagnostic system. Its function is to acquire and display ultrasound mages in B-Mode. M-Mode. Color mode, PW mode, CW mode, Power/DirPower mode or the combined mode (i.e. B/M Mode). This system is a Track 3 device that employs an array of probes that include linear array, phased array and convex array with a frequency range of approximately 2 MHz to 12 MHz. The modified DC-6 Diagnostic Ultrasound System also provides Smart3D imaging (Free hand 3D). iScape imaging (panoramic imaging) and Free Xros M imaging (anatomic M).

    AI/ML Overview

    The provided text describes a 510(k) summary for the Mindray DC-6 Diagnostic Ultrasound System, which focuses on demonstrating substantial equivalence to predicate devices rather than providing specific performance metrics or detailed study results against acceptance criteria in the typical sense of AI/ML device evaluations.

    The document does not contain explicit acceptance criteria or a study design with reported device performance against those criteria in the context of an AI/ML algorithm evaluation. Instead, it refers to general safety and effectiveness.

    However, I can extract information related to the device and its intended use, which can be framed in a table if we interpret "acceptance criteria" as the claimed functionalities and modes of operation for various clinical applications. The "reported device performance" would then be that these functionalities are present and effective (as implied by the declaration of substantial equivalence).

    Here's an attempt to structure the available information:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (Claimed Functionality/Mode)Reported Device Performance (Implied by Substantial Equivalence and Features)
    Device operates in various modes for specific clinical applications (e.g., Fetal, Abdominal, Cardiac, Small organ, etc.)The DC-6 Diagnostic Ultrasound System supports B-Mode, M-Mode, Color mode, PW mode, CW mode, Power/DirPower mode, and combined modes across a broad range of clinical applications. (Implied: these modes function as expected for diagnostic ultrasound imaging).
    New imaging features (Smart3D, iScape, Free Xros M imaging)The modified DC-6 Diagnostic Ultrasound System provides Smart3D imaging (Free hand 3D), iScape imaging (panoramic imaging), and Free Xros M imaging (anatomic M). (Implied: these features are correctly implemented and functional).
    Acoustic output measurementsMeasured and calculated per NEMA UD 2 (2004) and NEMA UD 3 standards. (Implied: device meets these standards).
    Conformity to medical device safety standardsConforms to IEC 60601-1, IEC 60601-1-2, IEC 60601-2-37, and ISO 10993-1. (Implied: device meets these standards).
    Substantial Equivalence to predicate devicesConclusion: The device is as safe and effective as the legally marketed predicate devices.

    Study Proving Device Meets Acceptance Criteria:

    The document states: "The conclusions drawn from testing of the DC-6 Diagnostic Ultrasound System demonstrate that the device is as safe and effective as the legally marketed predicate devices."

    This implies that the "study" conducted was primarily focused on demonstrating substantial equivalence to existing, legally marketed ultrasound systems. This typically involves:

    • Engineering and Performance Testing: Verifying that the technical specifications, acoustic output, image quality, and functionality of the new device are comparable to the predicate devices.
    • Compliance with Safety Standards: Demonstrating adherence to relevant national and international medical device safety standards (e.g., IEC, ISO, NEMA).
    • Clinical or Bench Testing (if required for specific aspects): While not explicitly detailed, comparisons for specific features or intended uses might have been performed to show equivalence. However, for a general diagnostic ultrasound system under a 510(k) pathway, extensive clinical performance studies demonstrating superiority or non-inferiority against a gold standard in a new clinical domain are often not required if substantial equivalence can be shown through technical and safety data.

    Given the information, the answers to the specific questions are as follows:

    2. Sample size used for the test set and the data provenance (e.g., country of origin of the data, retrospective or prospective)

    • The document does not specify a sample size for a test set in the context of an AI/ML algorithm or a clinical performance study. The evaluation method described is primarily through technical specifications comparisons and adherence to standards for substantial equivalence.
    • Data provenance is not mentioned; it's likely internal engineering and technical testing data rather than patient data from a specific country or study type.

    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 applicable / Not mentioned. The document does not describe a clinical study requiring expert ground truth for image interpretation or diagnosis. The assessment is an engineering and regulatory evaluation against predicate devices and standards.

    4. Adjudication method (e.g. 2+1, 3+1, none) for the test set

    • Not applicable. No mention of an adjudication method, as there's no described clinical study involving multiple readers and a ground truth determination process.

    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

    • No. The document does not mention any MRMC study or AI assistance. The device described is a general diagnostic ultrasound system, not an AI-powered diagnostic tool. The purpose is to show substantial equivalence of the hardware and core imaging functions.

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

    • No. This is not an AI/ML device, so no standalone algorithm performance evaluation would have been conducted or is mentioned.

    7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.)

    • Not applicable / Not mentioned. The evaluation focuses on technical performance and safety against engineering standards and comparison with predicate devices, not on diagnostic accuracy against a clinical ground truth like pathology for specific conditions.

    8. The sample size for the training set

    • Not applicable. This is not an AI/ML device, so there is no concept of a "training set."

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

    • Not applicable. As above, no training set or associated ground truth establishment is relevant to this device's submission.
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    K Number
    K063500
    Date Cleared
    2006-12-06

    (16 days)

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

    DC-6 DIAGNOSTIC ULTRASOUND SYSTEM

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

    The device is intended for use by a qualified physician for ultrasound evaluation of adult abdomen, adult cardiology, pediatric abdomen, pediatric cardiology, fetal cardiology, gynecology, obstetrics (first trimester, second and third trimester), kidney, prostate, thyroid, breast, and other small parts, and peripheral vascular (peripheral artery and peripheral vein), and carotid scanning.

    Device Description

    The DC-6 Diagnostic Ultrasound System is a general purpose, mobile, software controlled, ultrasound diagnostic system. Its function is to acquire and display ultrasound mages in B-Mode, M-Mode, Color mode, PW mode, Power/DirPower mode or the combined mode (i.e. B/M Mode). This system is a Track 3 device that employs an array of probes that include linear array and convex linear array with a frequency range of approximately 2.5 MHz to 12 MHz.

    AI/ML Overview

    The provided text is a 510(k) summary for the DC-6 Diagnostic Ultrasound System. This document does not describe acceptance criteria for specific performance metrics of the device or a study designed to prove the device meets such criteria in terms of diagnostic accuracy or effectiveness.

    Instead, the document focuses on:

    • Substantial Equivalence: It asserts that the DC-6 Diagnostic Ultrasound System is "substantially equivalent" to several legally marketed predicate devices. This is the primary regulatory pathway for this type of device, meaning it doesn't need to prove entirely new safety and effectiveness but rather equivalence to existing cleared devices.
    • Safety Considerations: It states that the device has been tested as a "Track 3 Device" per FDA guidance, acoustic output has been measured and calculated per NEMA UD standards, and the device conforms to applicable medical device safety standards (IEC 60601-1, IEC 60601-1-2, IEC 60601-2-37, and ISO 10993-1). These are safety criteria and standards for the device itself, not performance metrics related to diagnostic accuracy.
    • Intended Use and Modes of Operation: The attached forms (pages 5-9) specify the clinical applications and modes of operation (B, M, PWD, Color Doppler, etc.) for which the system and its transducers are intended. This defines the scope of its use, but not specific performance targets (e.g., sensitivity, specificity for a particular condition).

    Therefore, based on the provided text, I cannot extract the requested information about acceptance criteria for device performance (e.g., diagnostic accuracy) and a study proving the device meets those criteria because such details are not present.

    The document implies that the device's safety and effectiveness are established through adherence to standards and comparison to predicate devices, rather than a specific clinical performance study with predefined acceptance criteria for diagnostic output.

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