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510(k) Data Aggregation

    K Number
    K970606
    Manufacturer
    Date Cleared
    1997-04-04

    (45 days)

    Product Code
    Regulation Number
    892.1750
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K944013

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

    The CT ProSpeed Family of CT Systems with ProSpeed Renaissance Options is indicated for head and whole body x-ray computed tomography applications. These options are modifications which can be added to the existing family of ProSpeed Systems. The options include Warp Scan Option which is intended to provide 0.8 second 360-degree helical or axial scans.

    Fluoro Scan Option is an almost "real time" reconstruction (Smart Recon) with a display latency of 0.8 to 1.6 seconds. An in-room monitor provides an image display with either a 3 frame/sec or 6 frame/sec display of 90 one second rotation scans. Controls are provided for the control of the table and gantry by a physician or their assistant during procedures that require imaging.

    SmartPrep Option is a tool to aid in triggering a helical or axial series of scans after contrast is injected. It allows the operator to monitor contrast as it enhances. A series of images, acquired immediately after injection, is automatically displayed along with pre-selected regions of interest. A graph plots the increase in CT numbers. When the region of interest begins approaching peak enhancement the operator can see that happen on the graph and initiate the CT series.

    Device Description

    The ProSpeed Family of Systems are x-ray computed tomography scanners based on the ProSpeed Plus platform consisting of a gantry, patient table, console, computer and associated accessories.

    Materials: Materials and construction are equivalent to the CT ProSpeed Plus and are compliant with UL 187, IEC 601-1, and 21 CFR Subchapter J.

    Design: The design is essentially the same as the CT ProSpeed with Hillight detector (K944013) the difference being that the Fluoro Scan option includes an in-room monitor and a control pedestal. The control pedestal allows for gantry tilt and table positioning as well as initiation and termination of scanning.

    Energy Source and Exposure Levels: The energy source and exposure levels are the same as those previously submitted for ProSpeed with HiLight Detector.

    Principals of Operation: The same as ProSpeed with HiLight Detector.

    AI/ML Overview

    This document is a 510(k) summary for a medical device called the "CT ProSpeed Family of CT Systems with ProSpeed Renaissance Options." The purpose of this summary is to demonstrate that the device is substantially equivalent to legally marketed predicate devices.

    Based on the provided text, the document focuses on regulatory submission and does NOT contain information regarding acceptance criteria, reported device performance, sample sizes for test or training sets, expert qualifications, or details of a study proving device performance against specific criteria.

    The document primarily describes:

    • Product Identification: Name, manufacturer, distributor.
    • Marketed Devices: States that it's comparable and substantially equivalent to existing CT systems.
    • Device Description: Discusses the components (gantry, patient table, console, computer, accessories), materials (equivalent to CT ProSpeed Plus, compliant with UL 187, IEC 601-1, and 21 CFR Subchapter J), design (similar to CT ProSpeed with Hilight detector, with added Fluoro Scan option features), energy source and exposure levels (same as ProSpeed with HiLight Detector), and principles of operation (same as ProSpeed with HiLight Detector).
    • Indications for Use: Head and whole body x-ray computed tomography applications. It also details the specific options:
      • Warp Scan Option: 0.8 second 360-degree helical or axial scans.
      • Fluoro Scan Option: "Real time" reconstruction (Smart Recon) with 0.8 to 1.6 seconds display latency, in-room monitor with 3 or 6 frame/sec display.
      • SmartPrep Option: Aids in triggering scans after contrast injection, displays images with regions of interest, graphs CT numbers.
    • Comparison with Predicate: States the device is substantially equivalent to currently marketed head and whole body x-ray CT systems in design, material, energy source, and radiation characteristics.
    • Adverse Effects on Health: Identifies potential hazards and controls (Fault Tree Analysis, system evaluation, adherence to standards).
    • Conclusions: Claims no new safety risks and performs as well as or better than market devices.

    Therefore, it is impossible to complete the requested table and answer the study-related questions based on this document. The text focuses on establishing substantial equivalence for regulatory purposes, not on presenting performance metrics against defined acceptance criteria from a specific study.

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    K Number
    K963896
    Manufacturer
    Date Cleared
    1996-12-18

    (82 days)

    Product Code
    Regulation Number
    892.1750
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K913485, K944013

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

    The Mobile CT ProSpeed is indicated for head and whole body x-ray computed tomography applications to be mounted in a trailer. The Mobile CT ProSpeed has the same indications for use as the CT ProSpect Plus (formerly known as CT Sytec 8000 K913485) and CT ProSpeed Family with HiLight Detector K944013.

    Device Description

    The device is an x-ray computed tomography scanner consisting of a gantry, patient table, console, computer, and associated accessories, mounted within a trailer.

    AI/ML Overview

    This document is a Summary of Safety & Effectiveness for the Mobile CT ProSpeed. It is a premarket notification (510(k)) application, the purpose of which is to demonstrate that the device is substantially equivalent to a legally marketed predicate device.

    Crucially, this document does not contain a study with acceptance criteria and reported device performance in the way that an AI or diagnostic device submission would. This document describes a new CT scanner (Mobile CT ProSpeed), not an AI algorithm or a diagnostic device whose performance is measured against a specific clinical task.

    Therefore, many of the requested sections (e.g., sample size for test set, number of experts, adjudication method, MRMC study, standalone performance, training set details) are not applicable to this type of submission.

    Here's an analysis based on the provided text, highlighting what is (and isn't) present:


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

    Not Applicable (N/A) in the context of this 510(k) submission for a CT scanner.

    This document is for a physical medical device (CT scanner), not a diagnostic algorithm with specific performance metrics like sensitivity, specificity, or AUC as acceptance criteria. The acceptance criteria for such a device largely revolve around safety, electrical standards, radiation dose, image quality specifications (which are typically technical, not clinical outcome-based), and substantial equivalence to a predicate device. These are generally demonstrated through engineering tests, compliance with standards, and comparison of technical specifications.

    The document states:

    • "Materials and construction are equivalent to the CT ProSpeed Plus and are CT ProSpeed Family with HiLight Detector which are compliant with UL 187, IEC 601-1, and 21 CFR Subchapter J."
    • "The design is essentially the same as the CT ProSpeed with larger mounting bolts for the table and gantry as well as special instructions for the set-up and take down of the system."
    • "The energy source is the same as the CT ProSpeed Plus and CT ProSpeed Family with HiLight Detector with the same x-ray tube and generator."
    • "Principals of Operation: The same as the CT ProSpeed Plus and CT ProSpeed Family with HiLight Detector."
    • "Features: The same as the CT ProSpeed Plus and CT ProSpeed Family with HiLight Detector."
    • "Accessories: The same accessories as the CT ProSpeed Plus and CT ProSpeed Family with HiLight Detector."
    • "Potential electrical, mechanical and radiation hazards are controlled by compliance with industry standards (UL 187 & IEC 601-1), the Federal performance standard (21CFR Subchapter )), and warnings in the labeling."

    These statements implicitly define the "performance" as being equivalent to and compliant with established standards and predicate devices. There's no table provided because the performance is described qualitatively as "the same as" or "equivalent to" existing, cleared devices, and by compliance with regulatory standards.

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

    N/A. No clinical "test set" in the context of diagnostic performance studies is mentioned or required for this type of 510(k) submission for a CT scanner. The assessment is based on engineering design, technical specifications, and compliance with standards.

    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)

    N/A. No ground truth establishment for a diagnostic test set is detailed in this document.

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

    N/A. No test set or adjudication method is 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

    N/A. This is a CT scanner, not an AI-based diagnostic tool. No MRMC study is mentioned.

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

    N/A. This is a CT scanner, not an algorithm.

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

    N/A. No ground truth for diagnostic performance is relevant to this submission. The "ground truth" for this device's safety and effectiveness relies on its technical specifications meeting established safety and performance standards for CT scanners and being equivalent to predicate devices.

    8. The sample size for the training set

    N/A. No training set for an algorithm is applicable.

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

    N/A. No training set or ground truth establishment relevant to an algorithm is applicable.


    In summary:

    This document is a 510(k) submission for a mobile CT scanner, demonstrating its substantial equivalence to previously cleared CT scanners. It focuses on the physical device's design, materials, energy source, and compliance with safety standards, rather than the diagnostic performance of an AI algorithm or a new diagnostic technique. Therefore, the detailed performance study criteria typically associated with AI/diagnostic device submissions are not present in this document. The "study" for this device effectively consists of the engineering design, component sourcing, and verification that it meets the same technical and safety specifications as its predicate devices, in compliance with regulatory standards.

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    K Number
    K961055
    Device Name
    CT PROSPEED CT/I
    Manufacturer
    Date Cleared
    1996-06-17

    (91 days)

    Product Code
    Regulation Number
    892.1750
    Reference & Predicate Devices
    Why did this record match?
    Reference Devices :

    K944013, K940606

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

    The CT ProSpeed CT/i is indicated for head and whole body xray computed tomography applications. It provides axial, helical and scout imaging.

    Device Description

    The device is an x-ray computed tomography scanner consisting of a gantry, patient table, console, computer, and associated accessories.

    AI/ML Overview

    This document is a 510(k) summary for a CT scanner (CT ProSpeed CT/i). It focuses on demonstrating substantial equivalence to previously marketed devices and ensuring safety. It does not contain information on the acceptance criteria, study design, or performance metrics typically associated with AI/algorithm-driven devices. Therefore, I cannot extract the requested information from the provided text.

    Specifically, the document from 1996 describes a computed tomography (CT) scanner, a hardware device for medical imaging, not an AI or algorithm-driven software device. The acceptance criteria and performance data requested (e.g., sensitivity, specificity, MRMC studies, ground truth establishment) are relevant to software algorithms, particularly those involved in image analysis or diagnosis. These types of studies were not typically performed or reported in 510(k) submissions for hardware imaging devices like CT scanners in 1996.

    Therefore, the requested information cannot be filled from the provided text.

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