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510(k) Data Aggregation

    K Number
    K242243
    Date Cleared
    2024-08-29

    (29 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are intended to endovascularly obstruct or occlude blood flow in vascular abnormalities of the neurovascular and peripheral vessels.

    Target Detachable Coils are indicated for endovascular embolization of:

    • Intracranial aneurysms
    • Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • Arterial and venous embolizations in the peripheral vasculature
    Device Description

    Stryker Neurovascular Target Detachable Coils are comprised of the following coil types: Target 360 Nano, Target Helical Nano, Target 360 Ultra, Target Helical Ultra, Target 360 Soft, Target 3D, Target 360 Standard, Target XXL 360, Target XL 360 Soft, Target XL 360 Standard, Target XL Helical, Target Tetra. All Target Coils are stretch resistant coils. Target Coils incorporate a length of monofilament stretch resistant fiber or in the case of the Target Tetra, multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with the Stryker Neurovascular InZone® Detachment System (sold separately). Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless-steel delivery wire.

    AI/ML Overview

    I am sorry, but based on the provided text, there is no information about acceptance criteria, device performance, sampling sizes, ground truth establishment, or clinical study results for the Target Detachable Coils.

    The document appears to be a 510(k) premarket notification for the consolidation of instructions for use and patient information leaflets, along with other minor changes, for existing Target Detachable Coils. It asserts that the modifications do not alter the intended use, indications for use, or fundamental scientific technology of the predicate devices. Therefore, a comparative clinical study is not detailed here.

    The document states:

    • "This 510(k) requests clearance for the consolidation of three separate Target Instructions for Use (IFUs) into a single shared IFU and consolidates two separate Target Patient Information Leaflet (PIL) with Patient Information Card (PIC), making it a single PIL with PIC for all Target Detachable Coils, in addition to other changes made since the last 510(k) clearance resulting in a cumulative assessment that a new 510(k) is required."
    • "The subject devices utilize the same design and materials of existing Target Coils, and the same manufacturing, packaging and sterilization processes."
    • "The modified Stryker Neurovascular Target Detachable Coils have the same intended use/indications for use as the predicate Target Detachable Coils. The modifications do not alter the intended use, indications for use, or the fundamental scientific technology of the Predicate Devices."
    • "Because the subject modifications do not alter the intended use or indications for use of the predicate devices, or the fundamental scientific technology of the predicate devices; and because the risk assessment of the modifications raise no new questions of safety and effectiveness, Stryker Neurovascular has determined the modified Target Detachable Coils to be substantially equivalent to the predicate device."

    Therefore, the requested information regarding acceptance criteria and a study proving device performance is not present in the provided text.

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    K Number
    K161429
    Date Cleared
    2016-06-22

    (30 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are intended to endovascularly obstruct or occlude blood flow in vascular abnormalities of the neurovascular and peripheral vessels.

    Target Detachable Coils are indicated for endovascular embolization of:

    • · Intracranial aneurysms
    • · Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • · Arterial and venous embolizations in the peripheral vasculature
    Device Description

    Stryker Neurovascular Target Detachable Coils are comprised of the following coil types: Target 360 Nano. All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with the Stryker Neurovascular InZone® Detachment System (sold separately).

    Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless steel delivery wire. For Target Coils in the 360-shape, the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops.

    The Stryker Neurovascular InZone Detachment System is intended for use with all Stryker Neurovascular Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    AI/ML Overview

    This document, K161429, concerns the 510(k) premarket notification for Stryker Neurovascular Target Detachable Coils, specifically the new Target XXL 360 Detachable Coils. The submission aims to demonstrate substantial equivalence to previously cleared Target Detachable Coils.

    1. Table of Acceptance Criteria and Reported Device Performance:

    The document describes "Verification Testing" to demonstrate substantial equivalence. The acceptance criteria for the new Target XXL 360 Detachable Coils are explicitly stated as meeting the same criteria as the predicate device for each test. The reported device performance is that the new coils Met the same criteria as the predicate device.

    TestTest Method Summary/PurposeAcceptance CriteriaReported Device Performance
    DimensionsCoil Secondary Diameter and 2D Loop Secondary Diameter are measured.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    VisualVisual confirmation that the entire coil is contained within the introducer sheath.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    DurabilityThe coil is visually inspected for damage and Main Junction Tensile Strength is tested after simulated deployment/retraction in a tortuous model.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    ParticulatesParticulate release due to delivery of the coil is measured.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    FrictionFrictional force through an introducer sheath and a compatible microcatheter is measured.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    Biocompatibility• MEM Elution Cytotoxicity/Part 5• Hemolysis Direct/Extract Contact/Part 4• USP Physicochemical USP <661>• FTIR/Part 18• Natural Rubber LatexMet the same criteria as the predicate device.Met the same criteria as the predicate device.
    PackagingAssess the ability of the packaging system to protect the finished device.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    Simulated Use• Coil conformability• Coil durability during repositioning• Microcatheter compatibility• Coil friction during delivery through the microcatheter• Introducer sheath friction acceptability• Removal of coil from the packaging hoop without damaging the deviceMet the same criteria as the predicate device.Met the same criteria as the predicate device.

    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 the sample size used for the test set for any of the verification tests. It also does not provide information on the data provenance, such as country of origin or whether the data was retrospective or prospective. The tests described are laboratory-based engineering and material testing, not clinical studies involving human patients or data.

    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 applicable and not provided in the document. The "ground truth" in this context refers to the defined engineering and material properties acceptable within the product specifications, not to clinical diagnoses or interpretations by medical experts. The tests are designed to measure physical and chemical properties against established internal specifications, which likely involve engineering standards and regulatory requirements.

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

    This information is not applicable and not provided in the document. Adjudication methods are typically used in clinical studies involving observer variability in assessments (e.g., image interpretation). The verification tests performed are objective, measurable physical and chemical tests, not requiring human adjudication.

    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

    An MRMC comparative effectiveness study was not conducted. This document describes the clearance of a medical device (detachable coils) based on substantial equivalence through engineering and material testing, not an AI or imaging diagnostic device. Therefore, questions regarding human reader improvement with or without AI assistance are not applicable.

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

    A standalone performance study for an algorithm was not conducted. This document pertains to the clearance of a physical medical device, not an algorithm or AI system.

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

    The "ground truth" for the verification tests performed is based on defined engineering specifications, material properties, and regulatory standards for similar predicate devices. The acceptance criteria are "the same criteria as the predicate device," indicating that the "truth" is established by the performance and specifications of previously cleared, substantially equivalent devices. This is not derived from expert consensus, pathology, or outcomes data in the clinical sense, but from established physical and performance benchmarks for the device type.

    8. The sample size for the training set

    This information is not applicable and not provided. As this is not an AI/machine learning device, there is no "training set." The coils are physical devices validated through engineering tests.

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

    This information is not applicable and not provided. As there is no "training set" in the context of this device clearance, the method of establishing its ground truth is irrelevant.

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    K Number
    K153658
    Date Cleared
    2016-05-19

    (150 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are indicated for endovascular embolization of:

    • Intracranial aneurysms
    • · Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • · Arterial and venous embolizations in the peripheral vasculature
    Device Description

    Stryker Neurovascular Target Detachable Coils are comprised of the following coil types: Target 360 Nano Target Helical Nano Target XL 360 Soft Target 360 Ultra Target Helical Ultra Target XL 360 Stand Target 360 Soft Target XL Helical Target 360 Standard Target 3D All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with the Stryker Neurovascular InZone® Detachment System (sold separately). Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless steel delivery wire. For Target Coils in the 360-shape, the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops. The Stryker Neurovascular InZone Detachment System is intended for use with all Stryker Neurovascular Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    AI/ML Overview

    The provided document describes the verification testing conducted for the Stryker Neurovascular Target Detachable Coils, focusing on demonstrating substantial equivalence to a predicate device after minor design modifications. It does not contain information about an AI-powered device or a study involving human readers and AI assistance. Therefore, it is not possible to answer all categories of your request comprehensively. However, I can extract the relevant information from the document as follows:

    1. Table of Acceptance Criteria and Reported Device Performance

    TestTest Method Summary/PurposeAcceptance CriteriaReported Device Performance
    Delivery Wire Tensile StrengthDetermine the force at break at bond joints for delivery wire via tensile testing.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    Proximal Contact BucklingDetermine the maximum buckling force to kink the proximal contact.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    Proximal Contact Tensile StrengthDetermine the maximum tensile force to break the proximal contact joint.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    Coil DetachmentMeasure coil detachment time in bovine serum using the InZone Detachment System.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    BiocompatibilityMEM Elution Cytotoxicity, Hemolysis Direct/Extract Contact, USP Physicochemical USP <661>, FTIR, Natural Rubber Latex, ELISA Inhibition Assay for Antigenic Protein ASTM D6499-12.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    PackagingAssess the ability of the packaging system to protect the finished device.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    Simulated UseDetachment unit compatibility with coil, Introducer sheath friction acceptability, Removal of coil from the packaging hoop without damaging the device.Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Peripheral Use) - Magnetically induced displacementASTM F2052Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Peripheral Use) - Magnetically induced torqueASTM F2213Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Peripheral Use) - Magnetically induced heating effectASTM F2182Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Peripheral Use) - MR induced image artifactASTM F2119Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Neurovascular Use) - Magnetically induced displacementASTM F2052Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Neurovascular Use) - Magnetically induced torqueASTM F2213Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Neurovascular Use) - Magnetically induced heating effectASTM F2182Met the same criteria as the predicate device.Met the same criteria as the predicate device.
    MRI Testing (Neurovascular Use) - MR induced image artifactASTM F2119Met the same criteria as the predicate device.Met the same criteria as the predicate device.

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

    The document does not specify a distinct "test set" in the context of an algorithm or AI model development. Instead, it describes various engineering and material tests performed on the physical device. The sample sizes for each specific test (e.g., number of coils for tensile strength, number of detachment tests) are not explicitly stated. The data provenance is related to in-house testing by Stryker Neurovascular.

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

    This information is not applicable as the document describes validation of a physical medical device, not an AI-powered diagnostic or decision-support system. Ground truth in this context refers to established engineering standards and performance targets.

    4. Adjudication method for the test set

    Not applicable. The testing described involves objective measurements and adherence to specified criteria rather than expert adjudication of interpretations.

    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

    Not applicable. This document pertains to the regulatory submission for a physical neurovascular embolization device, not an AI-powered medical device or software.

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

    Not applicable. This document is about a physical medical device.

    7. The type of ground truth used

    For the engineering tests (tensile strength, buckling, detachment, packaging, simulated use), the "ground truth" or reference for acceptance was meeting the same criteria as the predicate device, implying adherence to established performance specifications for such devices.

    For biocompatibility, the ground truth was meeting established criteria for biocompatibility tests (MEM Elution Cytotoxicity, Hemolysis, USP Physicochemical, FTIR, Natural Rubber Latex, ELISA Inhibition Assay).

    For MRI testing, the ground truth was meeting the criteria specified in the referenced ASTM standards (F2052, F2213, F2182, F2119) and demonstrating performance equivalent to the predicate device.

    8. The sample size for the training set

    Not applicable as this is not an AI/ML device.

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

    Not applicable as this is not an AI/ML device.

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    K Number
    K123377
    Date Cleared
    2012-11-30

    (29 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are indicated for the endovascular embolization of:

    • Intracranial aneurysms
    • Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • Arterial and venous embolizations in the peripheral vasculature
    Device Description

    Stryker Neurovascular's Target Detachable Coils are comprised of four coil types: Target Coil 360 STANDARD, Target Coil 360 SOFT, Target Coil 360 ULTRA and Target Coil HELICAL ULTRA. All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with Stryker Neurovascular's InZone™ Detachment System (sold separately).

    Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless steel delivery wire. For Target Coil 360 STANDARD, Target Coil 360 SOFT and Target Coil 360 ULTRA coils ≥ 2mm, the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops.

    Stryker Neurovascular's InZone Detachment System is intended for use with all Stryker Neurovascular Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    The modifications described within this Special 510(k) have resulted in 70 new coil sizes to be added to the currently approved Target Coil product family. These 70 new UPNs use the same processes as the current Target Detachable Coil products with the only difference being the addition of a tapering process to taper the profile of a larger primary coil of 0.014 inches prior to assembly with the delivery wire for new coil sizes designated as Target XL Detachable Coils.

    AI/ML Overview

    The provided 510(k) summary (K123377) describes the modifications made to the Target® Detachable Coils and assesses their substantial equivalence to predicate devices. This submission does not pertain to an AI/ML medical device, but rather to a physical medical device. Therefore, the questions related to AI/ML device performance metrics, such as sensitivity, specificity, F1-score, reader studies, training sets, and ground truth establishment methods for algorithms, are not applicable in this context.

    Instead, the acceptance criteria and study focus on establishing the mechanical properties, biocompatibility, and intended use of the modified physical device compared to its predicate devices.

    Here's an analysis based on the provided document:

    1. Table of Acceptance Criteria and the Reported Device Performance (Focus on Substantial Equivalence):

    The document does not present a formal table of quantitative acceptance criteria with corresponding performance values for the specific modifications. Instead, the approach is based on demonstrating substantial equivalence to legally marketed predicate devices by verifying that the modified device's characteristics remain within acceptable limits or are comparable to the predicates across various performance aspects.

    The overall reported device performance is that the modified Target Detachable Coils were found to be substantially equivalent to the predicate Target Detachable Coils.

    Acceptance Criteria (Implied by Verification Testing)Reported Device Performance (Summary of Outcome)
    No alteration of intended use or indications for use.Modifications do not alter the intended use, indications for use, or fundamental scientific technology of the predicate devices.
    No new questions of safety or effectiveness raised by the modifications.Risk assessment (design and use FMEAs) and successful verification testing raise no new questions of safety or effectiveness.
    Mechanical properties (main junction tensile strength, durability, coil/catheter compatibility) are acceptable despite larger primary coil OD.Functional testing confirmed acceptable mechanical properties for the modified coils. (Specific values not provided, but deemed acceptable for equivalence).
    Packaging protects the finished device.Packaging verification testing demonstrated the ability of the packaging to protect the finished device.
    Biocompatibility maintained for new materials/processes.Confirmatory biocompatibility testing (Cytotoxicity, Hemolysis, USP Physico-Chemical, FTIR) was successful.
    MR compatibility (if affected by modifications) remains acceptable. (Not explicitly re-tested for these specific modifications, but established for predicates).MR compatibility was established for predicate devices, leading to revised DFU with comprehensive MR Conditional statement. (Implied acceptance for new sizes).

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

    The document describes several types of testing: functional, MR compatibility, pre-clinical, packaging, shelf-life, and biocompatibility.

    • Sample Size for Functional & Packaging Testing: Not explicitly stated with specific numbers (e.g., N=X coils tested for tensile strength). The descriptions indicate "testing to assess" or "verification testing," implying a sufficient number of units were tested to demonstrate compliance and equivalence.
    • Sample Size for Biocompatibility Testing: Not explicitly stated by number of samples. This type of testing typically follows established standards (e.g., ISO 10993 series), which specify sample requirements.
    • Data Provenance: All testing appears to be prospective as it's conducted to verify the safety and effectiveness of the new coil sizes or modified components before market introduction. The testing was conducted by Stryker Neurovascular as part of their 510(k) submission, likely at their facilities or certified labs. The country of origin of the data is not explicitly stated beyond "Stryker Neurovascular, Fremont, CA. 94538".

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

    The concept of "ground truth" as it applies to AI/ML models (e.g., labeling data by experts) does not directly apply here. However, expert involvement is mentioned:

    • Design Validation Testing (from K112385): "Design Validation testing in which a physician assessed the new introducer sheath and new retention clip for the ability of the new configuration to: a) protect the finished device, b) provide acceptable introducer sheath friction, c) provide for proper hydration of the finished device within the new introducer sheath, d) enable easy removal of the finished device from the dispenser coil. Physician evaluation also assessed whether the revised DFU was clear, legible and easy to read."
      • Number of Experts: "a physician" (singular).
      • Qualifications: "physician" – implying a medical professional with clinical experience relevant to using such devices. No specific years of experience or subspecialty (e.g., interventional neurologist/radiologist) are detailed.

    4. Adjudication Method for the Test Set:

    Not applicable in the context of this physical medical device submission. Adjudication methods like 2+1 or 3+1 are typically used in AI/ML studies to resolve discrepancies in expert annotations or diagnoses. Here, the "truth" is established through engineering and biocompatibility testing against predefined specifications and predicate device performance. The physician assessment mentioned above is a qualitative validation by a single expert, not an adjudication process.

    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, What Was the Effect Size of How Much Human Readers Improve with AI vs. Without AI Assistance:

    Not applicable. This is a submission for a physical medical device (detachable coils), not an AI/ML device. Therefore, no MRMC study involving human readers with or without AI assistance was conducted.

    6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) Was Done:

    Not applicable. This is not an algorithm or software-only device. Performance is assessed through physical testing of the device components.

    7. The Type of Ground Truth Used:

    The "ground truth" (or basis for acceptance) for this physical medical device is established by:

    • Compliance with established standards: Mention of ASTM (F2052, 2213, F2182, F2119, D6499-07) and ISO (EN ISO 10993-5:2009, 10993-10:2009, 10993-10:2010, 10993-11:2009, 10993-4:2009, 10993-18:2009) standards for testing.
    • Comparison to predicate devices: Demonstrating that the modified device performs comparably to the legally marketed predicates across specified functional, mechanical, and biocompatibility criteria.
    • Engineering specifications and design requirements: Functional testing against predetermined specifications (e.g., tensile strength, detachment time).
    • Qualitative physician assessment: For aspects like ease of use and device hydration.

    8. The Sample Size for the Training Set:

    Not applicable. This is a physical medical device, not an AI/ML device that requires a training set.

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

    Not applicable. As there's no training set for an AI/ML model, there's no ground truth to establish for it in this context.

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    K Number
    K120850
    Date Cleared
    2012-04-17

    (27 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are intended for use in the treatment of intracranial aneurysms and other neuro and peripheral vascular abnormalities such as arteriovenous malformations and arteriovenous fistulae. Target Coils are indicated for endovascular embolization of: - Intracranial aneurysms - Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae - Arterial and venous embolizations in the peripheral vasculature

    Device Description

    Stryker Neurovascular's (Boston Scientific) Target Detachable Coils are comprised of four coil types: Target Coil 360 STANDARD, Target Coil 360 SOFT, Target Coil 360 ULTRA and Target Coil HELICAL ULTRA. All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with Stryker Neurovascular's InZone™ Detachment System (sold separately). Each Target Coil type consists of a platinum-tungsten alloy.coil attached to a stainless steel delivery wire. For Target Coil 360 STANDARD, Target Coil 360 SOFT and Target Coil 360 ULTRA coils the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops. The coils are designed to be delivered and deployed under fluoroscopic guidance. Once placement in the anatomy. is appropriate, the coil is detached from the delivery wire through the use of the battery-operated power supply. This is accomplished by means of an electrolytic reaction where the anode is the delivery wire and the cathode (or ground) is the return electrode. The body's electrolytes serve as an electrolytic carrier between the two electrodes. The cross section of the stainless steel delivery wire and coil junction is designed in such a manner that when current is applied to the wire, the current causes the exposed stainless steel at the junction to dissolve due to electrolysis, which subsequently disconnects the wire from the coil material. The design of coils allows the electrolytic dissolution to occur only in the detachment zone. Once circuitry in the power supply detects coil detachment, the power supply emits audible beeps signaling detachment and the flow of current is halted. Using fluoroscopy, the physician verifies that the coil has detached and removes the delivery wire without disturbing the newly placed coil. In order to achieve optimum occlusion, it is usually necessary to deploy multiple coils at a single embolization site. The coil properties, namely, the secondary coil shape and stiffness, in concert with each other, impact conformability and optimal packing of the coils in the aneurysm sac. These properties help the coil conform to the contours of the space within which it is deployed. It is important that the coil is able to do this without disrupting the rest of the coil mass. In addition, the coil stretch resistance incorporates an element to help it resist stretching or unraveling under the typical forces exerted upon it during deployment and retraction. Stryker Neurovascular's (Boston Scientific) InZone Detachment System is intended for use with all Stryker Neurovascular Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    AI/ML Overview

    The provided document is a 510(k) summary for a medical device (Target Detachable Coils) and primarily focuses on demonstrating substantial equivalence to predicate devices, rather than an AI/ML device. Therefore, much of the requested information regarding acceptance criteria, study design for AI models, sample sizes for test/training sets, expert involvement, and comparative effectiveness studies is not applicable or not present in this type of submission.

    However, I can extract the relevant information from the document as it pertains to the device's verification testing and regulatory acceptance:


    1. Table of acceptance criteria and the reported device performance

    The document describes "Verification Testing" for the Target Detachable Coils, primarily to demonstrate that modifications do not alter safety or effectiveness, and that the device remains substantially equivalent to predicate devices. The acceptance criteria are implicitly met by successful completion of these tests, which were previously approved for predicate devices (K102672 and K112385).

    Acceptance Criteria (Implicit from Testing)Reported Device Performance (Implicit from Successful Testing)
    Maintain Main Junction Tensile StrengthMet (Functional testing completed)
    Maintain Delivery Wire Tensile StrengthMet (Functional testing completed)
    Maintain Coil Detachment TimeMet (Functional testing completed)
    MR Compatibility: Magnetically induced displacement (ASTM F2052)Met (Testing completed, DFU revised for comprehensive MR Conditional statement)
    MR Compatibility: Magnetically induced torque (ASTM 2213)Met (Testing completed)
    MR Compatibility: Magnetically induced heating effect (in 1.5 T and 3 T MR systems - ASTM F2182)Met (Testing completed)
    MR Compatibility: MR induced image artifact (ASTM F2119)Met (Testing completed)
    Post-implant MR artifact dataProvided (Pre-clinical testing completed)
    Assessment in coiled aneurysm modelsComparable to control coils (Pre-clinical testing completed)
    Biocompatibility: MEM Elution Cytotoxicity (EN ISO 10993-5:2009)Met (Confirmatory testing completed)
    Biocompatibility: Hemolysis (EN ISO 10993-4:2009)Met (Confirmatory testing completed)
    Biocompatibility: Direct ContactMet (Confirmatory testing completed)
    Biocompatibility: USP Physico-Chemical <661>Met (Confirmatory testing completed)
    Biocompatibility: Sensitization, Guinea Pig Maximization (EN ISO 10993-10:2009)Met (Confirmatory testing completed)
    Biocompatibility: Intracutaneous Reactivity (EN ISO 10993-10:2010)Met (Confirmatory testing completed)
    Biocompatibility: Acute Systemic Injection (EN ISO 10993-11:2009)Met (Confirmatory testing completed)
    Biocompatibility: Rabbit Pyrogen, Materials Medicated (EN ISO 10993-11:2009)Met (Confirmatory testing completed)
    Biocompatibility: Partial Thromboplastin Time (EN ISO 10993-4:2009)Met (Confirmatory testing completed)
    Biocompatibility: In Vitro Hemocompatibility (EN ISO 10993-4:2009)Met (Confirmatory testing completed)
    Biocompatibility: Complement Activation (EN ISO 10993-4:2009)Met (Confirmatory testing completed)
    Biocompatibility: Latex Testing (ASTM D6499-07)Met (Confirmatory testing completed)
    Assess new grade stainless-steelAssessed by Corporate Toxicology group
    Coil / Catheter CompatibilityMet (Functional testing completed)
    Product Removal from the Flushing Dispenser CoilMet (Functional testing completed)
    Packaging Verification to protect finished deviceMet (Testing completed)
    Shelf Life Testing for protection after climatic conditioning/distribution simulationMet (Testing completed)
    Design Validation: Physician assessment of new introducer sheath/retention clip to protect deviceAcceptable (Physician evaluation completed)
    Design Validation: Physician assessment of acceptable introducer sheath frictionAcceptable (Physician evaluation completed)
    Design Validation: Physician assessment of proper hydration within new introducer sheathAcceptable (Physician evaluation completed)
    Design Validation: Physician assessment of easy removal from dispenser coilAcceptable (Physician evaluation completed)
    Physician evaluation of revised DFU for clarity, legibility, ease of readingClear, legible, easy to read (Physician evaluation completed)
    Risk assessment of modifications (design and use FMEAs)No new questions of safety or effectiveness raised (EN ISO 14971 +A1:2003)

    2. Sample sized 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 exact sample sizes for each test set. The provenance of the data is generally from laboratory testing and pre-clinical animal models (for MR artifact), as well as physician evaluations. This is a 510(k) submission for a physical medical device, not an AI/ML software. Therefore, the concept of "test set" in the context of an AI model does not apply directly. The testing described is primarily in vitro and pre-clinical.

    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)

    For the "Design Validation testing," the document states "a physician assessed the new introducer sheath and new retention clip." It does not specify the number of physicians or their specific qualifications (e.g., number of years of experience, specialty). It refers to "Boston Scientific's Corporate Toxicology group" for assessing the new grade stainless steel, but no specific number or detailed qualifications. Given this is a physical device, the "ground truth" for functional and biocompatibility tests is based on established engineering and biological standards, not expert consensus as in image interpretation.

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

    The document does not describe any adjudication method. The testing involves physical and chemical property verification, and physician assessment, but not a process that would typically require adjudication as seen in clinical trials or AI model validation where multiple readers provide interpretations.

    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 such MRMC comparative effectiveness study was done or is applicable. This submission is for a physical medical device (detachable coils), not an AI-assisted diagnostic or therapeutic tool.

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

    Not applicable. This is for a physical medical device.

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

    The "ground truth" for the verification testing described is primarily based on:

    • Established engineering standards (e.g., ASTM standards for MR compatibility, tensile strength measurements).
    • Biocompatibility standards (e.g., EN ISO 10993 series).
    • Pre-clinical animal model observations (for post-implant MR artifact and assessment in coiled aneurysm models).
    • Physician qualitative assessment for usability and protection of the device.

    8. The sample size for the training set

    Not applicable. This is for a physical medical device, not an AI/ML model that requires a training set.

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

    Not applicable, as there is no training set for an AI/ML model for this device.

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    K Number
    K113412
    Date Cleared
    2011-12-13

    (25 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are intended for use in the treatment of intracranial aneurysms and other neuro and peripheral vascular abnormalities such as arteriovenous malformations and arteriovenous fistulae.

    Target Coils are indicated for endovascular embolization of:

    • Intracranial aneurysms
    • Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • Arterial and venous embolizations in the peripheral vasculature
    Device Description

    Stryker Neurovascular's Target Detachable Coils are comprised of four coil types: Target Coil 360 STANDARD, Target Coil 360 SOFT, Target Coil 360 ULTRA and Target Coil HELICAL ULTRA. All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with Stryker Neurovascular's InZone™ Detachment System (sold separately).

    Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless steel delivery wire. For Target Coil 360 STANDARD, Target Coil 360 SOFT and Target Coil 360 ULTRA coils the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops.

    Stryker Neurovascular's InZone Detachment System is intended for use with all Stryker Neurovascular Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    The modifications described within this Special 510(k) have resulted in 12 new smaller coil sizes to be added to the currently approved Target Helical ULTRA and Target 360 ULTRA coil subtypes. These 12 new UPNs use the same processes as the current Target Detachable Coil products with the only difference being the use of a smaller Platinum (Pt) coil wire diameter of 0.00125in.

    AI/ML Overview

    Here's a breakdown of the acceptance criteria and study information for the Target Detachable Coils, based on the provided text:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document describes modifications to existing Target Detachable Coils, specifically the addition of 12 new smaller coil sizes using a thinner platinum wire. The acceptance criteria are framed around demonstrating that these modified devices are "substantially equivalent" to predicate devices and do not raise new questions of safety or effectiveness.

    Acceptance Criteria CategorySpecific CriteriaReported Device Performance/Conclusion
    Mechanical PropertiesFunctional Testing to assess properties impacted by smaller Pt coil wire diameter (0.00125in), including:Verification testing has demonstrated the modified Target Detachable Coils are substantially equivalent to the predicate Target Detachable Coils. (Implicitly, all tests below met acceptance for substantial equivalence.)
    - Main Junction Tensile Test(Specific quantitative results not provided, but implicitly met for substantial equivalence)
    - Durability Challenge Test(Specific quantitative results not provided, but implicitly met for substantial equivalence)
    - Coil/Catheter Compatibility(Specific quantitative results not provided, but implicitly met for substantial equivalence)
    Safety - Migration RiskAssessment of coil migration for smaller coil sizes via Use and Design Failure Modes and Effects Analyses (FMEAs).Risk assessment of the modifications in the form of design and use FMEAs has been conducted in accordance with EN ISO 14971 +A1:2003. Neurovascular has determined the modifications to the predicate devices raise no new questions of safety or effectiveness.
    Intended Use/IndicationsNo alteration to the intended use or indications for use compared to predicate devices.The modifications do not alter the intended use, indications for use, or the fundamental scientific technology of the predicate devices.
    Fundamental TechnologyNo alteration to the fundamental scientific technology of the predicate devices.The modifications do not alter the intended use, indications for use, or the fundamental scientific technology of the predicate devices.
    Overall EquivalenceDemonstrate substantial equivalence to predicate devices, raising no new questions of safety or effectiveness.Verification testing has demonstrated the modified Target Detachable Coils are substantially equivalent to the predicate Target Detachable Coils. Risk assessment of the modifications and successful verification testing raise no new questions of safety and effectiveness.

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

    • Sample Size: The document does not specify exact sample sizes for each mechanical test (Main Junction Tensile Test, Durability Challenge Test, Coil/Catheter Compatibility). It refers to "Verification testing" without providing numerical details for the number of units tested.
    • Data Provenance: Not explicitly stated. These appear to be laboratory in vitro or bench tests conducted by Stryker Neurovascular to evaluate the physical and functional properties of the modified coils. No patient or geographical data is mentioned. The tests are focused on the device itself.
    • Retrospective/Prospective: These are laboratory/bench tests, not clinical studies, so the terms retrospective/prospective do not directly apply in the usual clinical sense. The tests were performed prospectively on newly manufactured modified devices to demonstrate their performance.

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

    • This information is not applicable. The "ground truth" for the verification testing is based on engineering specifications, material properties, and established test methods for medical devices, not on expert clinical interpretation or consensus.

    4. Adjudication Method for the Test Set

    • This information is not applicable. Adjudication methods (like 2+1, 3+1) are typically used in clinical studies involving interpretation of data (e.g., imaging) by multiple human experts, whereas this document describes technical verification testing.

    5. Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study

    • No, a Multi-Reader Multi-Case (MRMC) comparative effectiveness study was not done. This document describes a 510(k) submission for device modifications based on bench testing to demonstrate substantial equivalence, not a clinical effectiveness study involving human readers or AI.

    6. Standalone (i.e., algorithm only without human-in-the-loop performance) Study

    • No, a standalone study was not done. This device is a physical medical implant (coils), not an algorithm or AI software. Therefore, performance without human intervention is not applicable in this context.

    7. Type of Ground Truth Used

    • The "ground truth" for the verification testing described is based on pre-defined engineering specifications, standard test methods, and performance benchmarks derived from the predicate devices. For example, the Main Junction Tensile Test would have a specific force tolerance, and Coil/Catheter Compatibility would have defined passage and deployment success criteria. Comparison to these established physical and functional parameters serves as the "ground truth."

    8. Sample Size for the Training Set

    • This information is not applicable. There is no mention of a "training set" as this is not an AI/machine learning device. The "training" for such a device would be the manufacturing processes and quality control to ensure consistency.

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

    • This information is not applicable, as there is no "training set" in the context of an AI device. For a physical device, ground truth for manufacturing and quality (analogous to "training") is established through documented design specifications, validated manufacturing processes, and established quality control inspections, which would ensure that manufactured units meet the approved specifications.
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    K Number
    K102672
    Date Cleared
    2010-10-15

    (29 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are intended for use in the treatment of intracranial aneurysms and other neuro and peripheral vascular abnormalities such as arteriovenous malformations and arteriovenous fistulae.

    Target Coils are indicated for endovascular embolization of:

    • Intracranial aneurysms
    • Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • Arterial and venous embolizations in the peripheral vasculature
    Device Description

    Boston Scientific Corporation's Target Detachable Coils are comprised of four coil types: Target Coil 360 STANDARD, Target Coil 360 SOFT, Target Coil 360 ULTRA and Target Coil HELICAL ULTRA. All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with Boston Scientific's InZone Detachment System (sold separately).

    Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless steel delivery wire. For Target Coil 360 STANDARD, Target Coil 360 SOFT and Target Coil 360 ULTRA coils the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops.

    Boston Scientific's InZone Detachment System is intended for use with all Boston Scientific Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    On September 15, 2010 Boston Scientific submitted a Special 510(k) for modification of the grade of stainless-steel for two components of the finished device: 1) the stainless-steel wire sub-assembly and 2) the etched link component.

    The stainless-steel wire sub-assembly is a component of the delivery wire to which the main coil is attached. During assembly, the wire is placed coaxially through the lumen of a coil-hypotube assembly. The etched link component joins the delivery wire to the main coil.

    The modification was made to minimize magnetic resonance imaging (MRI) artifact during follow-up MRI.

    AI/ML Overview

    The provided document describes the predicate devices and modifications made to the Target Detachable Coils, which are used for embolization of intracranial aneurysms and other vascular abnormalities. The document focuses on demonstrating substantial equivalence to predicate devices through various verification tests rather than presenting a study with specific acceptance criteria and detailed device performance results in a comparative format.

    Therefore, many of the requested sections (e.g., sample sizes for test/training sets, number of experts, adjudication methods, MRMC studies, standalone performance) are not applicable or cannot be extracted from this type of regulatory submission. The information provided is primarily related to product modifications, safety and effectiveness testing, and regulatory clearance.

    Here's a breakdown of what can be extracted based on the provided text, and what cannot:

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

    The document does not present a formal table of acceptance criteria with corresponding performance statistics. Instead, it lists the types of verification testing performed to demonstrate substantial equivalence to the predicate device after a modification to the stainless steel grade in two components. The "performance" is generally stated as the tests demonstrating substantial equivalence or successful completion.

    Acceptance Criteria CategorySpecific Tests PerformedReported Device Performance
    Functional TestingMain Junction Tensile StrengthVerification testing demonstrated substantial equivalence to the predicate.
    Delivery Wire Tensile StrengthVerification testing demonstrated substantial equivalence to the predicate.
    Coil Detachment TimeVerification testing demonstrated substantial equivalence to the predicate.
    MR Compatibility TestingMagnetically induced displacement (ASTM F2052)Tested successfully, resulting in revised Directions for Use (DFU) with a comprehensive MR Conditional statement. Verification testing demonstrated substantial equivalence.
    Magnetically induced torque (ASTM 2213)Tested successfully, resulting in revised DFU with a comprehensive MR Conditional statement. Verification testing demonstrated substantial equivalence.
    Magnetically induced heating effect (in 1.5 T and 3 T MR systems - ASTM F2182)Tested successfully, resulting in revised DFU with a comprehensive MR Conditional statement. Verification testing demonstrated substantial equivalence.
    MR induced image artifact (ASTM F2119)Tested successfully, resulting in revised DFU with a comprehensive MR Conditional statement. Verification testing demonstrated substantial equivalence.
    Pre-clinical TestingPost-implant MR artifact dataComparison of modified Target Detachable Coil to control coils in coiled aneurysm models was performed, demonstrating substantial equivalence.
    Comparison in coiled aneurysm modelsComparison of modified Target Detachable Coil to control coils in coiled aneurysm models was performed, demonstrating substantial equivalence.
    Biocompatibility TestingMEM Elution CytotoxicityConfirmatory biocompatibility testing was performed, demonstrating substantial equivalence.
    Hemolysis, Direct ContactConfirmatory biocompatibility testing was performed, demonstrating substantial equivalence.
    USP Physico-Chemical <661>Confirmatory biocompatibility testing was performed, demonstrating substantial equivalence.
    Toxicology AssessmentAssessment of the new grade stainless-steelAssessed by Boston Scientific's Corporate Toxicology group, contributing to the determination that modifications raise no new questions of safety or effectiveness and demonstrate substantial equivalence.

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

    The document does not explicitly state the sample sizes for the test sets in the verification testing. The tests conducted are primarily engineering/performance tests (e.g., tensile strength, detachment time, MR compatibility) and biocompatibility tests, rather than clinical studies with human patient data.

    • Sample Size: Not specified for any of the verification tests.
    • Data Provenance: Not specified, but likely from laboratory testing (functional, MR compatibility, biocompatibility) and pre-clinical animal models (for post-implant MR artifact data and aneurysm models). It is not human clinical data, and thus country of origin or retrospective/prospective nature is not applicable in the context of this submission.

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

    This information is not provided because the tests performed are primarily laboratory and pre-clinical evaluations, not assessments requiring expert "ground truth" establishment in a diagnostic or clinical interpretation context.

    4. Adjudication method for the test set

    Not applicable, as the tests performed are objective measurements (e.g., tensile strength values, detachment times, MR signal characteristics) rather than subjective assessments requiring adjudication.

    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

    Not applicable. This submission concerns a physical medical device (detachable coils for embolization) and modifications to its material, not an AI-assisted diagnostic tool.

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

    Not applicable, as this is not an algorithm or AI system.

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

    For the functional and MR compatibility tests, the "ground truth" would be the established engineering specifications and test standards (e.g., ASTM standards). For biocompatibility, it would be the biological response criteria. For pre-clinical aneurysm models, it would be direct observation or imaging of the embolization outcomes in the animal model. This is not derived from expert consensus, pathology, or human outcomes data in the context of this submission.

    8. The sample size for the training set

    Not applicable. This is not an AI/machine learning device that requires a training set.

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

    Not applicable.

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    K Number
    K093142
    Date Cleared
    2010-02-04

    (122 days)

    Product Code
    Regulation Number
    882.5950
    Reference & Predicate Devices
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    Target Detachable Coils are intended for use in the treatment of intracranial aneurysms and other neuro and peripheral vascular abnormalities such as arteriovenous malformations and arteriovenous fistulae.

    Target Coils are indicated for endovascular embolization of:
    • Intracranial aneurysms
    • Other neurovascular abnormalities such as arteriovenous malformations and arteriovenous fistulae
    • Arterial and venous embolizations in the peripheral vasculature

    Boston Scientific's InZone Detachment System is intended for use with all Boston Scientific Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    Device Description

    Boston Scientific Corporation's Target Detachable Coils are comprised of four coil types: Target Coil 360 STANDARD, Target Coil 360 SOFT, Target Coil 360 ULTRA and Target Coil HELICAL ULTRA. All Target Coils are stretch resistant coils. Target Coils incorporate a length of multi-strand material through the center of the coil designed to help resist stretching. Target Coils are designed for use with Boston Scientific's InZone™ Detachment System (sold separately).

    Each Target Coil type consists of a platinum-tungsten alloy coil attached to a stainless steel delivery wire. For Target Coil 360 STANDARD, Target Coil 360 SOFT and Target Coil 360 ULTRA coils the distal end of the main coil is formed such that there is a smaller distal loop at the end of the main coil to facilitate placement of the coil. The diameter of the distal loop is 75% that of the rest of the main coil loops.

    Boston Scientific's InZone Detachment System is intended for use with all Boston Scientific Detachable Coils in the embolization of intracranial aneurysms and other vascular malformations of the neuro and peripheral vasculature.

    AI/ML Overview

    The provided text describes Boston Scientific Corporation's Target Detachable Coils and InZone Detachment System. The submission is a 510(k) summary, which focuses on demonstrating substantial equivalence to predicate devices rather than proving performance against specific acceptance criteria through clinical studies. Therefore, much of the requested information regarding acceptance criteria, specific device performance metrics, sample sizes for test/training sets, expert qualifications, and adjudication methods is not present in the provided document.

    However, based on the available information, here's what can be inferred:

    1. Table of Acceptance Criteria and Reported Device Performance:

    The document does not specify quantitative acceptance criteria or detailed performance metrics. Instead, it states that "Verification testing has demonstrated Target Detachable Coils are substantially equivalent to the current legally marketed predicate devices" and similarly for the InZone Detachment System, electrical safety testing "has demonstrated the devices to be substantially equivalent to the current legally marketed predicate device."

    The "performance" reported is that the devices are substantially equivalent to their respective predicate devices. This implies that their performance, in terms of safety and effectiveness for their intended use, is considered comparable to already approved devices.

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

    The document states "Verification testing has demonstrated..." and "Verification testing of the InZone Detachment System, including electrical safety testing in accordance with applicable parts of the EN 60601-series of standards, has demonstrated..."

    This indicates that pre-clinical verification testing was performed. However, specific sample sizes for these tests are not provided. The data provenance is also not specified, but given this is pre-clinical bench and electrical safety testing, it would largely be laboratory-generated data, not human patient data in the context of geographical origin or retrospective/prospective nature.

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

    This information is not provided and is generally not applicable to a 510(k) submission for this type of device, which relies heavily on bench testing and comparison to predicate devices, rather than human expert evaluation of clinical cases or images.

    4. Adjudication Method for the Test Set:

    This information is not provided and is not applicable in the context of the reported verification testing.

    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 device (embolization coils and their detachment system) is a physical medical device, not an AI or imaging diagnostic tool that would typically involve human readers or AI assistance in interpretation.

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

    This is not applicable. The device is a physical medical device.

    7. The Type of Ground Truth Used:

    For the "verification testing," the ground truth implicitly used would be established engineering specifications, performance standards (like EN 60601 for electrical safety), and the known characteristics/performance of the predicate devices. For example, if testing tensile strength, the "ground truth" would be the specified strength range for safe performance.

    8. The Sample Size for the Training Set:

    This information is not provided and is not applicable as this is a physical medical device and not an AI/machine learning algorithm requiring a training set.

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

    This information is not provided and is not applicable for the same reason as point 8.

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