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510(k) Data Aggregation

    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Volcano s5/s5i Series Intravascular Imaging and Pressure System is used for the qualitative and quantitative evaluation of vascular morphology in the coronary arteries and vessels of the peripheral vasculature. It is also indicated as an adjunct to conventional angiographic procedures to provide an image of vessel lumen and wall structures.

    ChromaFlo® is indicated for qualitative blood flow information from peripheral and coronary vasculature; flow information can be an adjunct to other methods of estimating blood flow and blood perfusion.

    VH IVUS is intended to be used in conjunction with imaging catheters during diagnostic ultrasound imaging of the peripheral and coronary vasculature. The Volcano VH IVUS System is intended to semi-automatically visualize boundary features and perform spectral analysis of RF ultrasound signals of vascular features that the user may wish to examine more closely during routine diagnostic ultrasound imaging examinations.

    The pressure feature is intended for use in all blood vessels, including coronary and peripheral arteries, to measure intravascular blood pressure during diagnostic angiography and/or interventional procedures.

    Rotational 45MHz feature is intended for the qualitative and quantitative evaluation of vascular morphology in the coronary arteries and vasculature. As an adjunct to conventional angiographic procedures to provide an image of the vessel lumen and wall structures. The pullback feature of the PIMr withdraws the imaging core within the protective sheath for a maximum of 15 cm.

    ComboMap™ Pressure and Flow System is a multi-mode system intended for use in all blood vessels, including coronary and peripheral arteries, to measure intravascular blood pressure and/or blood flow velocities during diagnostic angiography and/or interventional procedures.

    Device Description

    Volcano s5/s5i Series Intravascular Imaging and Pressure System: This system is available in 3 configurations; 1) a tower or portable model, 2) an integrated model, and 3) an integrated model with communication capabilities with 3rd party angiography equipment. When operating in IVUS mode, the system console gathers and displays high-resolution intraluminal images that can be analyzed both qualitatively and quantitatively. In addition to supplying diagnostic information, the Volcano s5/s5i system is an adjunct to interventional therapies, such as balloon angioplasty. With ChromoFlo® (not available with Revolution catheter), a two-dimensional color map of relative blood velocities is overlaid on the grayscale image, providing additional information for vessel analysis. The In-Line Digital feature displays a two-dimensional, longitudinal view of the vessel. The angle of the longitudinal cut can be varied around the full 360 degrees. When operating in pressure mode, the system acquires intraluminal data from the pressure guidewire (SmartWire II and ComboWire II) while simultaneously taking aortic pressure data from the established ECG/EKG catheterization lab equipment.

    ComboMap Pressure and Flow System: The ComboMap™ Pressure and Flow System is a computer-controlled (PC-based) instrument, which processes the information it receives from the transducer mounted in a Volcano Corporation SmartWireR Pressure Guide Wire (K021219), Volcano Corporation FloWireR Doppler Guide Wire (K905411, K912776, K921563, K972762), and/or external inputs, to produce real-time blood pressure and/or blood flow velocity. There are 4 modes available to operate from and switch between on the ComboMap™; System, Pressure, Flow, and Combo. Depending on the mode and setup selections made, the computer screen displays a combination of waveforms, measured values, and calculated parameters on the display screen. Additional controls also appear on the display screens. In the Pressure Mode, the ComboMap™ provides digital and graphical readout of mean aortic pressure from a guide catheter, mean SmartWireR pressure, and a calculated parameter, such as gradient or fractional flow reserve (FFR), and one of six (6) selected waveforms. The ComboMap™ also supplies an analog output of the SmartWireR pressure for display on a conventional physiologic monitoring system. In the Flow Mode, there are two (2) operating modes to measure blood flow velocity in either coronary or peripheral vessels. This is because in coronary arteries, maximum blood flow velocity occurs predominantly during diastole and in peripheral arteries, maximum flow occurs during systole. The ComboMap™ displays the waveforms selected and provides digital readout of calculated parameters such as average peak velocity (APV) and flow reserve. The ComboMap™ System offers the unique ability to simultaneously display pressure and velocity waveforms using the Combo Mode. Layout of the Pressure and Doppler display as well as selected waveforms is customized by the user allowing a combination of any of those described above in Pressure Mode and Flow Mode.

    AI/ML Overview

    Here's an analysis of the provided text regarding the acceptance criteria and study for the Volcano s5/s5i Series Intravascular Imaging and Pressure Systems and ComboMap Pressure and Flow System:

    Acceptance Criteria and Device Performance

    The provided 510(k) summary does not explicitly state specific quantitative acceptance criteria or detailed device performance metrics. Instead, it relies on a general statement about compliance with internal procedures and a conclusion of substantial equivalence to predicate devices.

    Table of Acceptance Criteria and Reported Device Performance:

    Feature/ParameterAcceptance CriteriaReported Device Performance
    General Device FunctionalityDevice performs as intended for intravascular imaging and pressure/flow measurements."The test results were found to be acceptable as required by the respective test plans and protocols."
    Risk ManagementCompliance with ISO 14971, IEC 60601-1-4, 21 CFR 820.30, and Medical Device Directive of the European Union (93/46/EEC)."A risk analysis was conducted according to 803475-001 Risk Management... Applicable testing was performed... The test results were found to be acceptable..."
    Substantial EquivalenceDevice is substantially equivalent to predicate devices for its intended use."The discussion and data presented in this 510(k) and conformance with Design Controls and the Quality System Regulations establishes the Volcano s5/s5i Series Intravascular Imaging and Pressure System and ComboMap Pressure and Flow System to be substantially equivalent for its intended use to the predicate devices listed in this submission."

    Study Details

    The provided 510(k) summary is a premarket notification for substantial equivalence, which primarily focuses on demonstrating that the new device is as safe and effective as a legally marketed predicate device. It does not contain details of a clinical study or a performance study with specific quantitative results as would be typically found for novel devices or those requiring a PMA.

    Here's what can be inferred or explicitly stated based on the text provided:

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

    • Not specified. The document refers to "applicable testing" and "test plans and protocols" but does not provide details on the sample size of any test sets (e.g., patient data, phantom studies, etc.) or the provenance of any data used for performance validation.

    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 specified. Given the nature of a 510(k) summary for substantial equivalence, it's unlikely that external experts were used to establish ground truth in the way one might for a novel diagnostic algorithm. The "ground truth" for showing substantial equivalence likely refers to the established performance of the predicate devices and internal validation processes against engineering specifications.

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

    • Not specified.

    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 evidence of an MRMC study. This submission predates the widespread regulatory focus on AI-driven clinical decision support and MRMC studies for such tools. The devices are described as imaging and pressure/flow systems, not AI-assisted diagnostic tools in the modern sense. The "VH IVUS" feature includes semi-automatic visualization and spectral analysis, which hints at some automated processing, but an MRMC study exploring human improvement with this feature is not mentioned.

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

    • Implied for some components, but not explicitly detailed. The devices are systems that acquire and display data (IVUS images, pressure/flow readings). The "semi-automatic visualization" and "spectral analysis" features of VH IVUS likely involve algorithms operating in a standalone capacity within the system to process data before presentation to the user. However, no specific standalone performance metrics for these algorithmic components are provided.

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

    • Not specified directly. For an imaging system, ground truth would typically come from a combination of:
      • Predicate device comparison: The performance is benchmarked against the cleared predicate devices.
      • Physical phantoms/simulators: For sensor accuracy (pressure, flow) and imaging resolution.
      • Clinical observation: The ability to visualize structures and measure physiological parameters in patients, likely compared with established clinical methods.
        The document only broadly states "applicable testing was performed as required by the Quality System to evaluate the modifications... The test results were found to be acceptable as required by the respective test plans and protocols."

    8. The sample size for the training set

    • Not applicable / Not specified. This submission is for hardware systems and their associated software for data acquisition and display. It does not describe a machine learning model that would require a "training set" in the modern AI sense. While some algorithms (like those for semi-automatic visualization or spectral analysis) might have been developed using data, the concept of a "training set" for regulatory submission in this context is not explicitly mentioned.

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

    • Not applicable / Not specified. See point 8.
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    Why did this record match?
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The Volcano s5/s5i Series Intravascular Imaging and Pressure System is used for the qualitative and quantitative evaluation of vascular morphology in the coronary arteries and vessels of the peripheral vasculature. It is also indicated as an adjunct to conventional angiographic procedures to provide an image of vessel lumen and wall structures.

    ChromaFlo® is indicated for qualitative blood flow information from peripheral and coronary vasculature; flow information can be an adjunct to other methods of estimating blood flow and blood perfusion.

    VH IVUS is intended to be used in conjunction with imaging catheters during diagnostic ultrasound imaging of the peripheral and coronary vasculature. The Volcano VH IVUS System is intended to semi-automatically visualize boundary features and perform spectral analysis of RF ultrasound signals of vascular features that the user may wish to examine more closely during routine diagnostic ultrasound imaging examinations.

    The pressure feature is intended for use in all blood vessels, including coronary and peripheral arteries, to measure intravascular blood pressure during diagnostic angiography and/or interventional procedures.

    Rotational 45MHz feature is intended for the qualitative and quantitative evaluation of vascular morphology in the coronary arteries and vasculature. As an adjunct to conventional angiographic procedures to provide an image of the vessel lumen and wall structures. The pullback feature of the PIMr withdraws the imaging core within the protective sheath for a maximum of 15 cm.

    Device Description

    When operating in IVUS mode, the system console gathers and displays high-resolution intraluminal images that can be analyzed both qualitatively and quantitatively. In addition to supplying diagnostic information, the Volcano s5/s5i system is an adjunct to interventional therapies, such as balloon angioplasty. With ChromoFlo® (not available with Revolution catheter), a two-dimensional color map of relative blood velocities is overlaid on the grayscale image, providing additional information for vessel analysis. The In-Line Digital feature displays a two-dimensional, longitudinal view of the vessel. The angle of the longitudinal cut can be varied around the full 360 degrees.

    When operating in pressure mode, the system acquires intraluminal data from the pressure guidewire (SmartWire II/ComboWire) while simultaneously taking aortic pressure data from the established ECG/EKG catheterization lab equipment. In conjunction with the procedure, the system measures pressure and calculates pressure differences between the aoritic pressure and the SmartWire/ComboWire pressure transducer typically located distal to the vascular lesion and calculates the fractional flow reserve (FFR).

    AI/ML Overview

    The provided text is a 510(k) Summary for the Volcano s5/s5i Series Intravascular Imaging and Pressure System. This type of submission focuses on demonstrating substantial equivalence to a legally marketed predicate device rather than presenting new clinical study data to establish performance against acceptance criteria.

    Therefore, the document does not contain the detailed information requested regarding specific acceptance criteria, study designs, sample sizes for test and training sets, expert qualifications, or adjudication methods. The "Performance Data" section explicitly states that "A risk analysis was conducted... Applicable testing was performed as required by the Quality System to evaluate the modifications... The test results were found to be acceptable as required by the respective test plans and protocols." This indicates that verification and validation testing was performed internally according to established quality system procedures, but the specifics of those tests and their results against quantitative acceptance criteria are not included in this summary document.

    Here's a breakdown of what can be extracted and what is missing:

    1. Table of Acceptance Criteria and Reported Device Performance:

    • Missing. The document mentions that "test results were found to be acceptable as required by the respective test plans and protocols," but it does not provide the specific acceptance criteria or the reported device performance measurements for any of its features (IVUS, ChromaFlo, VH IVUS, Pressure, Rotational 45MHz).

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

    • Missing. The document does not describe any specific clinical or bench test sets with sample sizes or data provenance (e.g., country of origin, retrospective/prospective). The performance claims are based on substantial equivalence to predicate devices and internal verification/validation testing.

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

    • Missing. No information on experts or ground truth establishment for a test set is provided.

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

    • Missing. No information on adjudication methods is provided.

    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:

    • Missing. This device is an imaging and pressure system, not an AI-assisted diagnostic tool in the sense of a software algorithm interpreting images. Therefore, an MRMC study comparing human readers with and without AI assistance is not applicable and not mentioned.

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

    • Missing. This device is a hardware system with integrated software; the concept of a "standalone algorithm" performance as typically understood for AI/CAD devices doesn't apply directly here. The system's functionalities (IVUS, pressure measurement, etc.) rely on the device hardware and software working together to produce data for human interpretation.

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

    • Missing. As no specific performance study against a ground truth is described, this information is not available.

    8. The sample size for the training set:

    • Missing. No information about a training set is provided. The device likely uses algorithms that are well-established for intravascular ultrasound and pressure measurements, rather than machine learning models that require a distinct "training set" in the modern sense.

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

    • Missing. As no training set is mentioned, the method for establishing its ground truth is also not provided.

    What the document does state regarding performance evaluation:

    • Performance Data: "A risk analysis was conducted according to 803475-001 Risk Management which was written to comply with ISO 14971 and IEC 60601-1-4 as specific risk management standards. Also taken into consideration in this procedure are 21 CFR 820.30 and the Medical Device Directive of the European Union (93/46/EEC). Applicable testing was performed as required by the Quality System to evaluate the modifications to the Volcano s5/s5i Intravascular Imaging and Pressure System. The test results were found to be acceptable as required by the respective test plans and protocols."
    • Conclusion: "The discussion and data presented in this 510(k) and conformance with Design Controls and the Quality System Regulations establishes the Volcano s5/s5i Series Intravascular Imaging and Pressure System to be substantially equivalent for its intended use to the predicate devices listed in this submission."

    In summary, this 510(k) focuses on demonstrating substantial equivalence based on the device's technological characteristics and intended use being similar to predicate devices, and internal validation testing compliant with quality system regulations. It does not provide the specific detailed performance study information typically found in submissions for novel diagnostic algorithms or AI-driven devices.

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    K Number
    K071660
    Date Cleared
    2007-08-31

    (74 days)

    Product Code
    Regulation Number
    870.1200
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K031148, K051920, K061215

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

    The Visions PV 8.2F catheters are designed for use in the evaluation of vascular morphology in blood vessels of the peripheral vasculature by providing a cross-sectional image of such vessels. The Visions PV 8.2F ultrasound imaging catheters are designed for use as an adjunct to conventional angiographic procedures to provide an image of the vessel lumen and wall structures and dimensional measurements from the image.

    Device Description

    The Visions PV 8.2F catheter incorporates a cylindrical ultrasound transducer array. The array radiates acoustic energy into the surrounding tissue and defects the subsequent echoes. The information from the echoes is used to generate real-time images of the peripheral vessels. The Visions PV 8.2F catheter utilizes an internal lumen that allows the catheter to track over the 0.038" (0.97 mm) guide wire. The Visions PV 8.2F catheter is introduced percutaneously or via surgical cutdown into the vascular system.

    AI/ML Overview

    The provided text is a 510(k) summary for the Volcano Corporation Visions® PV 8.2F Intravascular Ultrasound Imaging Catheter. It focuses on demonstrating substantial equivalence to a predicate device based on similar technological characteristics, intended use, and performance data from internal testing.

    Therefore, the document does not contain the information required to populate the fields related to acceptance criteria, specific study designs (like MRMC or standalone), ground truth establishment, sample sizes for test/training sets, or expert qualifications.

    The text states:

    • Performance Data: "Applicable testing was performed in accordance with the Validation Test Report and the Risk Analysis was reviewed to assess the impact of the change in materials to the device. The new material was tested for biocompatibility according to ISO 10993-1 and the results met the acceptance criteria. Shelf life testing of the device was performed due to this change in materials."
    • Conclusion: "The Visions PV8.2F Intravascular Ultrasound Imaging Catheter has the same performance specifications, fundamental scientific technology and intended use as that of the predicate device... Modifications to the device do not raise any new questions regarding safety or efficacy. The performance data and a declaration of conformity with design controls support a determination of continuing substantial equivalence of the subject device to the predicate device."

    This indicates that internal validation and risk analysis were performed, and biocompatibility and shelf-life tests met "acceptance criteria." However, the specific metrics for these acceptance criteria or the detailed results (beyond "met the acceptance criteria") are not provided.

    Based on the provided text, the requested table cannot be fully completed, and most of the specific study details are not available.

    Here's a breakdown of what can be inferred or what is explicitly missing:

    1. Table of acceptance criteria and the reported device performance

    Acceptance CriteriaReported Device Performance
    BiocompatibilityMet acceptance criteria (per ISO 10993-1)
    Shelf lifeTesting performed and results met acceptance criteria
    Performance specificationsSame as predicate device (implied to meet original performance)
    Safety & EfficacyModifications do not raise new questions regarding safety or efficacy (implied to maintain safety and efficacy)

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

    • Not provided. The text only mentions "Applicable testing was performed" for biocompatibility and shelf life. There is no mention of a "test set" in the context of imaging performance, as this submission is for minor material and shelf-life changes to an already cleared device.

    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 provided. Ground truth establishment for imaging performance is not described, as the submission focuses on substantial equivalence for material/shelf-life changes.

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

    • Not applicable/Not provided.

    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. This is a 510(k) for an intravascular ultrasound catheter, not an AI-assisted diagnostic device.

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

    • No. This is not an algorithmic device.

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

    • Not applicable/Not provided in the context of imaging performance. For biocompatibility, the ground truth would be established by the ISO 10993-1 standard. For shelf-life, it would be stability data over time.

    8. The sample size for the training set

    • Not applicable/Not provided. This is not a machine learning or AI device.

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

    • Not applicable/Not provided.
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