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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
    K041134
    Date Cleared
    2004-06-02

    (33 days)

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

    K021219, K905411, K912776, K921563, K972762

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

    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

    The ComboMap™ Pressure and Flow System is a computer-controlled (PCbased) instrument, which processes the information it receives from the transducer mounted in a Volcano Therapeutics SmartWire" Pressure Guide Wire, Volcano Therapeutics FloWire® Doppler Guide Wire, 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 SmartWire® pressure, and a calculated parameter, such as gradient or fractional flow reserve (FR), and one of six (6) selected waveforms. The ComboMap™ also supplies an analog output of the SmartWire® pressure for display on a conventional physiologic monitoring svstem.

    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.

    Depending on the clinicians' preference, the physician has the option of using a pressure guide wire (SmartWire®), a flow guide wire (FloWire®) or both. By using these guide wires from Volcano Therapeutics, the physician can measure pressure and/or flow velocity.

    AI/ML Overview

    The provided document does not contain enough information to fully describe the acceptance criteria and the study that proves the device meets those criteria in the requested format.

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

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

    The document states: "Applicable testing was performed to evaluate the ComboMap™ Pressure and Flow System. The test results were found to be acceptable as required by the respective test plans and protocols."

    This indicates that acceptance criteria and performance data exist, but they are not provided in this summary. The summary only confirms that the device passed its internal testing.

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

    This information is not provided 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)

    This information is not provided in the document. The device appears to be a measurement system, not one that requires human expert interpretation for ground truth, but the details of its validation are missing.

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

    This information is 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

    This is not applicable. The ComboMap™ Pressure and Flow System is a device for measuring physiological parameters (blood pressure and flow velocity), not an AI-powered diagnostic tool that assists human readers.

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

    This is not applicable in the context of "algorithm only." The ComboMap™ is a standalone system that performs measurements. Its performance would be evaluated on the accuracy and precision of its measurements against a reference standard, not against a "human-in-the-loop" scenario in the way an AI diagnostic tool would be. The document implies standalone performance testing was done, but no details are provided.

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

    The document does not explicitly state the "type of ground truth." For a measurement device like this, the ground truth would typically be established by highly accurate reference measurement methods (e.g., calibrated pressure transducers, flow meters) in a controlled environment. However, the details of these reference methods are not provided.

    8. The sample size for the training set

    This is not applicable. This device is a measurement system, not a machine learning model that requires a training set.

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

    This is not applicable for the same reason as above.


    Summary of Available Information:

    The document describes the ComboMap™ Pressure and Flow System as a multi-mode system combining the functionality of previous separate pressure and flow measurement devices (SmartMap®, WaveMap®, and FloMap®). It's intended to measure intravascular blood pressure and/or blood flow velocities.

    The "Performance Data" section briefly states that "Applicable testing was performed to evaluate the ComboMap™ Pressure and Flow System. The test results were found to be acceptable as required by the respective test plans and protocols." This indicates that internal testing was conducted against pre-defined acceptance criteria, and the device passed. However, the specifics of those criteria and the detailed performance results are not included in this 510(k) summary.

    The 510(k) process in this case relies on demonstrating substantial equivalence to predicate devices (SmartMap® Pressure System, WaveMap® Pressure System, FloMap® Doppler Flow System). The key argument is that "Signal processing, measurement modalities and instrument connections are the same as the predecessor instruments. The intended use and the fundamental scientific technology of the SmartMap® WaveMap® and FloMap have not been altered but are combined together in the ComboMap™." This implies that the performance characteristics were expected to be similar due to the use of established technologies.

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