Search Filters

Search Results

Found 27 results

510(k) Data Aggregation

    K Number
    K242030
    Date Cleared
    2025-01-13

    (186 days)

    Product Code
    Regulation Number
    872.3630
    Panel
    Dental
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    MegaGen Dental Implant Abutment is intended to be surgically placed in the maxillary or mandibular areas for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function.

    All digitally designed abutments for use with TiGEN Abutment and ZrGEN Abutment are intended to be sent to a MegaGen validated milling center for manufacture

    Device Description

    The MegaGen Dental Implant Abutment includes several components: Healing Abutment, Temporary Cylinder, EZ Post Abutment, EZ Post Cylinder, CCM Abutment, Gold Abutment, Octa Abutment, ZrGEN Abutment, TiGEN Abutment, AXA Abutment (Straight and Angled Types), and Abutment Screw. These components are made of materials such as Ti-6Al-4V-ELI, POM, Co-Cr-Mo alloy, and gold alloy, and are offered with machined or anodized surfaces. Some components are supplied sterile, while others are non-sterile and require sterilization by the user. They are intended for single use. The device provides prosthetic support for dental restorations on endosseous dental implants.

    AI/ML Overview

    The provided text is a 510(k) summary for the MegaGen Dental Implant Abutment, seeking clearance based on substantial equivalence to predicate devices. It does not contain information about a study that proves the device meets specific acceptance criteria in terms of clinical performance, diagnostic accuracy, or effectiveness with human readers.

    Instead, the document details a comparison of the subject device (MegaGen Dental Implant Abutment) with various predicate and reference devices, focusing on technical characteristics, materials, and design. The "acceptance criteria" referred to in the document are primarily related to meeting the characteristics of the predicate devices and demonstrating that any differences do not affect the fundamental function or safety of the device. The "study" that "proves" the device meets these criteria is a non-clinical testing summary, including biocompatibility, sterilization validation, accelerated shelf-life, pyrogen/endotoxin testing, performance testing (ISO 14801), and MR compatibility.

    Therefore, many of the requested fields cannot be answered directly from the provided text as they pertain to clinical or diagnostic performance studies involving human subjects or AI algorithms, which are not described here.

    Here's a breakdown of the information that can be extracted, and where the requested information is not available:

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

    The document does not explicitly present a table of acceptance criteria with corresponding device performance for each component in a consolidated manner. Instead, it discusses "similarities" and "differences" compared to predicate/reference devices, and states that "test results met the pre-set criteria" for performance testing (ISO 14801) and that biocompatibility and sterilization have been validated.

    Below is a summarized representation of the comparison for one component (Healing Abutment) as an example, to illustrate the type of comparison presented in the document. The "acceptance criteria" are implied by the characteristics of the predicate/reference devices, and "reported device performance" refers to the subject device's characteristics or the outcome of non-clinical tests.

    Example for Healing Abutment:

    Acceptance Criteria (Implied by Predicate/Reference Devices)Reported Device Performance (Subject Device)
    Indications for Use: Prosthetic support for dental restorations in partially or fully edentulous individuals.Met: Same indications for use.
    Design: Similar to predicate.Met: Similar design.
    Diameter (Ø, mm): Ranges like 4.2, 5.2, 6.2, 7.2Met: 4.2, 4.7, 5.2, 5.7, 6.2, 6.7, 7.2 (Expanded range, but similar characteristics)
    Gingival Height (mm): Ranges like 3.5, 4.5, 5.5, 6.5, 7.5Met: 7.8, 8.5, 8.8, 9.5 (Different ranges, but considered practically equivalent)
    Total Length (mm): Ranges like 8.4 ~ 14.4Met: 13.4 ~ 15.2 (Different range, but considered practically equivalent)
    Connection Interface: Internal Conical ConnectionMet: Internal Conical Connection
    Material: Ti-6Al-4V ELI (ASTM F136-13)Met: Ti-6Al-4V ELI (ASTM F136-13)
    Surface Treatment: Anodizing or MachinedMet: Anodizing
    Single Use: YesMet: Yes
    Sterilization: Gamma sterilizationMet: Gamma sterilization (validated per ISO 11137)
    Shelf-life: 5 yearsMet: 5 years (validated per ASTM F1980)
    Biocompatibility: Compliant with ISO 10993-1Met: Evaluated per ISO 10993-1 (leveraged from prior cleared devices)
    Performance Testing (Fatigue): Meets ISO 14801 and guidance document recommendationsMet: Test results met pre-set criteria.
    MR Compatibility: MR ConditionalMet: Assessed not to configure a new worst case; leveraged K230618.

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

    • Test Set Sample Size: Not specified for any clinical or diagnostic evaluation. The evaluations are primarily non-clinical. For performance testing (ISO 14801), the sample size for individual tests like fatigue is not mentioned within this summary, only that tests were performed.
    • Data Provenance: Not applicable in the context of clinical/diagnostic data. For non-clinical tests like biocompatibility and sterilization, previous 510(k) submissions (e.g., K110955, K123988, K210161, K220562, E220672, K230618) from MegaGen Implant Co., Ltd. are leveraged. The tests were performed according to international standards (ISO, ASTM, USP).

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

    Not applicable. The ground truth for this type of medical device (dental implant abutment) is established by engineering specifications, material properties, and performance under rigorous bench testing conditions, compared to predicate devices. There is no mention of expert consensus for diagnostic ground truth.

    4. Adjudication method for the test set

    Not applicable. No expert adjudication process for diagnostic imaging or clinical outcomes 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

    Not applicable. This device is a dental implant abutment, not an AI-assisted diagnostic tool.

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

    Not applicable. This device is a physical medical device, not an algorithm.

    7. The type of ground truth used

    The "ground truth" for demonstrating substantial equivalence is based on:

    • Comparison to legally marketed predicate devices (their established safety and effectiveness).
    • Compliance with recognized international standards (e.g., ISO 10993-1 for biocompatibility, ISO 11137 for sterilization, ASTM F1980 for shelf-life, ISO 14801 for performance/fatigue testing, and FDA guidance documents for MR compatibility).
    • Confirmation through non-clinical bench testing that the device's physical and mechanical properties meet predefined criteria, demonstrating that any differences from predicate devices do not raise new questions of safety or effectiveness.

    8. The sample size for the training set

    Not applicable. This document describes a physical medical device, not an AI algorithm requiring a training set.

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

    Not applicable. This pertains to AI algorithms.

    Ask a Question

    Ask a specific question about this device

    K Number
    K234142
    Date Cleared
    2024-09-18

    (264 days)

    Product Code
    Regulation Number
    872.3630
    Panel
    Dental
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The TiGEN Abutment, PMMA Abutment and Scan Healing Abutment are intended for use on endosseous dental implants in the edentulous or partially edentulous maxilla or mandible, as an aid in prosthetic rehabilitation.

    The PMMA Abutment is indicated to be used pror to the final components to maintain, stabilize and shape the soft tissue during the healing plase. They must be placed out of occlusion and are for temporary use (3 months).

    For TiGEN Abutment and PMMA Abutment, all digitally designed abutments for use with PMMA Abutment and TiGEN Abutment are intended to be sent to a MegaGen-validated milling center for manufacture.

    Device Description

    The TiGEN Abutment is machined with the final prosthetic in accordance with the intraoral structure. It is machined by using dental CAD/CAM technology in accordance with customized patient's information in MegaGen-validated milling center. The TiGEN Abutment is made of Ti-6Al-4V ELI alloy. And It is provided with abutment screw. All TiGEN Abutment is provided non-sterile. The milled TiGEN Abutment must be sterilized by users prior to use.

    The PMMA Abutment is a temporary prosthesis used until the final prosthesis is placed for up to three months. The PMMA Post is machined with the temporary prosthetic in accordance with the intraoral structure by using dental CAD/CAM technology. The PMMA Cuff is made of Ti-6Al-4V ELI alloy and available in various gingival heights. The PMMA Post is made of Polymethyl methacrylate and available in various diameters and lengths so that it can be used according to individual patient conditions. All PMMA Abutment is provided non-sterile with abutment screw. The milled PMMA Abutment must be sterilized by users prior to use.

    The Scan Healing Abutment designed to aid in soft tissue contouring during the healing period after implant placement, creating an emergence profile for the final prosthesis. And they have the added design feature to be scannable an intraoral impression by digital scanner. The Scan Healing Abutment is provided with abutment screw and is provided gamma-sterile.

    AI/ML Overview

    This document pertains to a 510(k) premarket notification for dental implant abutments and does not contain information about an AI/ML medical device. Therefore, a table of acceptance criteria and a study proving the device meets the criteria, as requested by the prompt, cannot be extracted from the provided text for an AI/ML context.

    The document discusses the substantial equivalence of the "TiGEN Abutment, PMMA Abutment and Scan Healing Abutment" to already marketed predicate devices. The studies mentioned are primarily bench tests, biocompatibility evaluations, and sterilization/shelf-life validations, which are standard for physical medical devices. There is no mention of an AI/ML component, AI/ML device performance metrics, or related study methodologies like multi-reader multi-case (MRMC) studies.

    Without information on an AI/ML component, the requested details such as sample size for test sets (for AI), data provenance, expert ground truth establishment, MRMC studies, standalone AI performance, and training set details are not applicable and cannot be provided.

    Ask a Question

    Ask a specific question about this device

    K Number
    K240754
    Device Name
    N2
    Date Cleared
    2024-03-21

    (1 days)

    Product Code
    Regulation Number
    872.6640
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    N2 is intended to supply power to and serve as a base for dental devices and accessories. This includes a dental chair and is intended for use in the dental clinic environment and is designed for use by trained dental professionals, dentists and/or dental assistants.

    Device Description

    The N2 is a dental treatment unit in accordance with IEC 80601-2-60 and designed for dental treatment of children and adults. This product is used in dentistry only and may only be used by trained medical personnel and trained professional in the field of general dentistry.

    The N2 is an AC-powered dental operative unit with accessories, intended to supply power to and server as a base for dental devices and accessories by providing air, water, vacuum and low voltage electrical power to dental instruments and dental handpieces. It includes a treatment chair, dentist element, assistant element and a dental light as offering several additional options and electronically-controlled chair movements with software and water unit functions.

    The subject device has three types, Cart type, Mount type and Continental type which consists of chairs, unit, table, seat, stool, 3-way syringe, monitor arm, foot control and console.

    AI/ML Overview

    The N2 dental operative unit is primarily evaluated against safety and performance standards for dental equipment and medical electrical equipment. As such, the acceptance criteria and study designs differ significantly from those for AI-powered diagnostic or prognostic devices.

    Here's an analysis of the provided information, structured to address your specific points where applicable, and noting where the information is not relevant to this type of device:

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

    For the N2 dental operative unit, the "acceptance criteria" are compliance with established international and FDA-recognized standards for electrical safety, electromagnetic compatibility, biocompatibility, cleaning/sterilization validation, and software validation. The reported device performance is that it complied with these standards.

    Acceptance Criteria CategoryReported Device PerformanceReference Standard(s)
    BiocompatibilityNot required; subject device uses same materials and patient-contacting parts as previously cleared predicate.ISO 10993-1: Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process
    Cleaning and Sterilization ValidationConducted on waterlines and 3-way syringe components. Verified that the reusable 3-way Syringe can be sterilized to reach an acceptable sterility assurance level.ISO 16954: Dentistry-Test methods for dental unit waterline biofilm treatment. ISO 17665-1: Sterilization of health care products - Moist heat - Part 1: Requirements for the development, validation and routine control of a sterilization process for medical devices. ISO 17665-2: Sterilization of health care products - Moist heat - Part 2: Guidance on the application of ISO 17665-1. FDA Guidance: Reprocessing Medical Devices in Health Care Settings: Validation Methods and Labeling.
    Electrical SafetyComplied with standards.IEC 60601-1: Medical electrical equipment - Part 1: General requirements for basic safety and essential performance. IEC 80601-2-60: Medical electrical equipment - Part 2-60: Particular requirements for the basic safety and essential performance of dental equipment.
    Electromagnetic Compatibility (EMC)Complied with standards.IEC 60601-1-2: Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and tests.
    UsabilityTesting conducted in accordance with standards.IEC 60601-1-6: Medical electrical equipment – Part 1-6: General requirements for basic safety and essential performance- Collateral Standard: Usability. IEC 62366: Medical device- Application of usability engineering to medical devices.
    Software ValidationSoftware verification and validation testing conducted. Software designed and developed according to a software development process and verified/validated.FDA's Guidance for Industry and FDA Staff, "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices."
    Performance Test – Bench TestTest results met pre-set criteria.Specific criteria for each bench test are not detailed but are implied to be part of the product development and verification process.

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

    For this type of device, "test set" and "data provenance" don't apply in the way they do for AI/diagnostic devices. The evaluation of N2 relies on bench testing and compliance with recognized standards.

    • Bench Testing: This involves testing the physical device and its components in a controlled laboratory environment against specified parameters (e.g., electrical measurements, pressure limits, temperature control, mechanical movements). The "sample size" would typically be a representative number of units from a production batch or prototypes. The document doesn't specify the exact number of units tested for each standard, but it's understood to be sufficient for demonstrating compliance.
    • Data Provenance: This is not relevant. The testing is performed in accordance with international standards, and the results are primarily engineering and performance measurements, not patient 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 is not applicable to the N2 device. "Ground truth" in the context of diagnostic performance (e.g., presence/absence of a disease) is established by expert consensus, pathology, or outcomes data. For a dental operative unit, the "ground truth" is adherence to engineering specifications and safety standards, which is verified through objective measurements and test procedures, not expert interpretation of clinical data.

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

    This is not applicable. Adjudication methods like 2+1 or 3+1 are used in clinical studies where human readers interpret medical images or data and their decisions need to be reconciled to establish a consensus ground truth. For equipment like N2, compliance is determined by passing objective tests against defined standards, not by human interpretation.

    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 N2 is a dental operative unit (a piece of hardware for dental procedures), not an AI-assisted diagnostic or therapeutic device that would involve human readers or image interpretation. Therefore, an MRMC study is completely irrelevant.

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

    This is not applicable. The N2 device is not an algorithm. Its "standalone performance" is its ability to function safely and effectively as a dental operative unit, which is demonstrated through component testing, system integration testing, and compliance with the listed standards. The software components are for controlling the unit's functions, not for standalone diagnostic or analytical tasks.

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

    As mentioned in point 3, the concept of "ground truth" in the context of expert consensus, pathology, or outcomes data is not applicable to this device. The "truth" for this device's safety and effectiveness is its conformance to established engineering and medical device standards through objective measurements and validated processes.

    8. The sample size for the training set

    This is not applicable. "Training set" refers to data used to train machine learning models. The N2 device is a hardware unit with embedded software for control; it does not utilize machine learning in its described function.

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

    This is not applicable for the same reasons as point 8.

    Ask a Question

    Ask a specific question about this device

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

    MegaGen Dental Implant Abutment is intended to be surgically placed in the maxillary or mandibular areas for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patients chewing function. All digitally designed abutments for use with ZrGEN Abutment are intended to be sent to a MegaGen validated milling center for manufacture.

    Device Description

    The submission includes descriptions for the following devices: Scan Healing Abutment, Temporary Abutment, Temporary Cylinder, Comfort Cap, Healing Cap, Healing Cap Screw, Milling Abutment, EZ Post Abutment/Extra EZ Post Abutment, EZ Post Cylinder, ZrGEN Abutment, Multi-unit Abutment, Multi-unit Angled Abutment, AXA Abutment (Straight), AXA Abutment (Angled), Abutment Screw, Cylinder Screw, and Crown Screw. Each description details the intended use, material, surface treatment, sterilization, single use status, dimensions, and compatible implant systems.

    AI/ML Overview

    The provided document, a 510(k) premarket notification from MegaGen Implant Co., Ltd. for their "MegaGen Dental Implant Abutment" device, focuses on demonstrating substantial equivalence to previously cleared predicate devices rather than proving that the device meets specific acceptance criteria through a standalone study.

    For medical devices, especially those going through the 510(k) pathway, acceptance criteria are typically based on showing that the new device performs as safely and effectively as a legally marketed predicate device. The "study" proving this is primarily a non-clinical performance testing (bench testing) and a comparison to predicate devices. Clinical studies are often not required for 510(k) submissions, as explicitly stated in this document ("No clinical studies are submitted.").

    Therefore, the acceptance criteria are implicitly defined by the performance characteristics of the predicate devices and general standards (like ISO 14801 for dental implants) as outlined in the "Summary of Non-Clinical Testing" section. The device performance is demonstrated through a comparative analysis to these predicates and the results of the bench testing.

    Here's a breakdown of the information requested, based on the provided text:


    1. Table of Acceptance Criteria and Reported Device Performance

    Given that this is a 510(k) submission, the "acceptance criteria" for the subject device are fundamentally its demonstration of substantial equivalence to predicate devices, meaning it performs as safely and effectively. The "reported device performance" is a direct comparison to the predicate devices and adherence to relevant standards.

    The document provides extensive comparison tables for each component of the MegaGen Dental Implant Abutment system against its predicate and reference devices. Below is a representative excerpt from these tables, focusing on a few key components to illustrate the comparison:

    Example: Scan Healing Abutment

    CharacteristicAcceptance Criteria (Predicate/Reference K110955, K220562)Reported Device Performance (MegaGen Dental Implant Abutment - Scan Healing Abutment)
    Indications for UseProviding prosthetic support for dental restorations in partially or fully edentulous individuals to restore chewing function. Scan Healing Abutment is intended for use on endosseous dental implants as an aid in prosthetic rehabilitation.Identical. Intended to be surgically placed in maxillary or mandibular areas for prosthetic support of dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals to restore chewing function. Also a scannable for impression intraoral without removal.
    MaterialTi-6A1-4V ELI (ASTM F136-13) (for predicate and reference devices)Ti-6A1-4V ELI (ASTM F136-13)
    Total LengthPredicate: 8.4 ~ 14.4 mm; Reference: 6.9 ~ 11.85mm6.9 ~ 11.9 mm
    Surface TreatmentPredicate: Machined; Reference: AnodizingAnodizing
    SterilizationGamma sterilization (for predicate and reference devices)Gamma sterilization
    Principle of OperationFastened into female screw of dental implant, support gingival shaping. Reference also scannable.Fastened into female screw of dental implant, support gingival shaping, scannable for impression intraoral without removal.

    Summary of Device Performance (Based on "Substantial Equivalence Discussion" sections for all components):

    The subject device is deemed substantially equivalent to its predicate/reference devices across all listed components (Scan Healing Abutment, Temporary Abutment, Temporary Cylinder, Comfort Cap, Healing Cap, Healing Cap Screw, Milling Abutment, EZ Post Abutment/Extra EZ Post Abutment, EZ Post Cylinder, ZrGEN Abutment, Multi-unit Abutment, Multi-unit Angled Abutment, AXA Abutment (Straight), AXA Abutment (Angled), Abutment Screw, Cylinder Screw, Crown Screw).

    Any identified differences in characteristics (e.g., specific dimensions like diameter, gingival height, post height, total length, or surface treatment for some components) are explicitly discussed and concluded not to affect substantial equivalence. This is often supported by arguing that the differences are minor, fall within the range of cleared devices, allow for more precise treatment, or are supported by bench testing (e.g., fatigue tests for worst-case scenarios).


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

    The document does not detail specific sample sizes for test sets in the context of clinical data, as no clinical studies were submitted.

    For non-clinical testing (bench tests), the document states:

    • "The bench tests have been performed in accordance with 'ISO 14801' and the recommendations of 'Class II Special Controls Guidance Document: Root-form Endosseous Dental Implants and Endosseous Dental Implant Abutment' to evaluate the performance of the subject devices and the test results met the pre-set criteria."
    • For ZrGEN Abutment, AXA Abutment (Angled type), and other potentially "worst-case" scenarios, fatigue tests were conducted to demonstrate performance and stability.

    The data provenance is pre-market non-clinical testing data generated by the manufacturer. The country of origin for the manufacturing and testing is Republic of Korea (MegaGen Implant Co., Ltd. is based in Daegu, Republic of Korea). The data is prospective in the sense that it was specifically generated for this 510(k) submission to demonstrate equivalence.


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

    This information is not applicable (N/A) as no clinical studies were conducted or submitted. For non-clinical bench testing, "ground truth" is established by adherence to recognized standards (like ISO 14801) and established testing methodologies, not typically by expert consensus of medical professionals on a test set.


    4. Adjudication Method for the Test Set

    This information is N/A as no clinical studies with human readers or image interpretation were conducted.


    5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size of Human Readers Improvement

    This information is N/A as no clinical studies were conducted, and certainly no MRMC studies involving human readers, as this is a physical dental implant component, not an AI or imaging device that would typically involve human-in-the-loop performance evaluation.


    6. If a Standalone (Algorithm Only Without Human-in-the-Loop Performance) Was Done

    This information is N/A as the device is a physical dental implant abutment, not a software algorithm.


    7. The Type of Ground Truth Used

    For the purpose of this 510(k) submission, the "ground truth" for demonstrating substantial equivalence is:

    • Performance specifications derived from legally marketed predicate devices.
    • Adherence to recognized international standards (e.g., ISO 14801 for mechanical properties, ISO 10993-1 for biocompatibility, ISO 11137 for sterilization) for manufacturing and material properties.
    • Results of non-clinical bench testing to confirm physical and mechanical performance characteristics.

    There is no "expert consensus," "pathology," or "outcomes data" in the typical sense of a clinical study since none were performed.


    8. The Sample Size for the Training Set

    This information is N/A. The device is a physical product, not an AI/ML model that requires a "training set."


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

    This information is N/A as there is no training set for a physical device.

    Ask a Question

    Ask a specific question about this device

    K Number
    K231967
    Date Cleared
    2023-12-07

    (157 days)

    Product Code
    Regulation Number
    872.3640
    Panel
    Dental
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The ARi ExCon Implant System is intended to be surgically placed in the maxillary or mandibular molar areas for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function in the following situations and with the clinical protocols:

    • Delayed loading

    • Immediate loading when good primary stability is achieved and with appropriate occlusal loading.

    For TiGEN Abutment and ZrGEN Abutment, all digitally designed abutments for use with TiGEN Abutment and ZrGEN Abutment are intended to be sent to a MegaGen-validated milling center for manufacture.

    Device Description

    The ARi ExCon Implant is a substructure of a dental implant system made of CP Ti Grade 4 with the surface treated by SLA method. It is intended to be placed in the maxillary or mandibular areas to restore masticatory function.
    The Abutments are prosthetic components directly or indirectly connected to the endosseous dental implant and are intended for use as an aid in prosthetic rehabilitation, allows single & multiple prosthetic restorations.

    AI/ML Overview

    The provided text is an FDA 510(k) premarket notification summary for the "ARi ExCon Implant System." It details various components of the dental implant system (implants, cover screws, healing abutments, etc.) and compares them to predicate and reference devices to demonstrate substantial equivalence.

    However, the document does not contain information about a study that proves the device meets specific acceptance criteria in the context of an AI/human-in-the-loop performance study, such as an MRMC study. The "Performance test" section on page 25-26 only mentions fatigue testing according to ISO 14801 and "Class II Special Controls Guidance Document: Root-form Endosseous Dental Implants and Endosseous Dental Implant Abutment" to evaluate the performance of subject devices (implant components), and that test results met pre-set criteria. This is a mechanical performance test, not a clinical or human-reader study.

    Therefore, I cannot fulfill the request for information regarding:

    1. A table of acceptance criteria and reported device performance (in the context of AI/human performance).
    2. Sample size for the test set and data provenance.
    3. Number of experts and their qualifications for ground truth.
    4. Adjudication method.
    5. MRMC comparative effectiveness study results or effect size.
    6. Standalone (algorithm-only) performance.
    7. Type of ground truth used (clinical/AI performance).
    8. Training set sample size.
    9. How training set ground truth was established.

    The document primarily focuses on demonstrating substantial equivalence of the dental implant components through material comparisons and mechanical bench testing to predicate and reference devices, not on the performance of a medical AI device or human-in-the-loop performance with AI assistance.

    Ask a Question

    Ask a specific question about this device

    K Number
    K230618
    Date Cleared
    2023-10-11

    (219 days)

    Product Code
    Regulation Number
    872.3640
    Panel
    Dental
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    -Healing Abutment, Cover Screw (previously cleared per K210826) MegaGen Prosthetics are intended for use as an aid in prosthetic rehabilitation.
    -Multi-unit Abutment, Multi-unit Angled Abutment (previously cleared per K203808) The Multi-unit Abutment, Multi-unit Angled Abutment is intended to be surgically placed in the maxillary or mandbular arches for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals.
    -AnyOne External Implant System (previously cleared per K203554) The AnyOne External Implant System is intended to be surgically placed in the maxillary or mandibular molar areas for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function. Smaller implants (less than 6.0 mm) are dedicated for immediate loading when good primary stability is achieved and with appropriate occlusal loading, Larger implants are dedicated for the molar region and are indicated for delayed loading.
    -AnyOne Onestage Implant System (previously cleared per K210161) The AnyOne Onestage Implant System is intended to be surgically placed in the maxillary or mandibular arches for the purpose of providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function in the following situations and with the clinical protocols: -Delayed loading. -Immediate loading when good primary stability is achieved and with appropriate occlusal loading. Larger implants are dedicated for the molar region.
    -Meg-Ball Attachment System, Meg-Loc Abutment, Meg-Magnet Abutment (previously cleared per K192614) Meg-Ball Attachment System, Meg-Loc Abutment, Meg-Magnet Abutment is intended to be used in the upper or lower jaw and used for supporting tooth replacements to restore chewing function. Intended for fully edentulous jaw retaining a tissue supported overdenture. The abutments in combination with endosseous implants are used as the foundation for anchoring tooth replacements in either jaw. The attachments are used in fixed overdenture restorations that can be attached with a snap-in system.
    -ST Internal Implant System (previously cleared per K192347) The ST Internal Implant System is intended to be surgically placed in the maxillary or mandibular arches for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function. Smaller implants (less than 6.0 mm) are dedicated for immediate loading when good primary stability is achieved and with appropriate occlusal loading. Larger implants are dedicated for the molar region and are indicated for delayed loading.
    -AnyRidge Octa 1 Implant System (previously cleared per K182448) The AnyRidge Octa 1 Implant System is intended to be surgically placed in the maxillary or mandibular arches for the purpose of providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing situations and with the clinical protocols: - Delayed loading. - Immediate loading when good primary stability is achieved and with appropriate occlusal loading. Larger implants are dedicated for the molar region.

    • Advanced Intermezzo Implant System (previously cleared per K191127) Advanced Intermezzo Implant Systems is threaded one-piece implants designed for orthodontic onestage surgical procedures in upper and lower jaw to provide a means of prosthetic attachment to restore a patient's chewing function. Advanced Intermezzo Implant System consists of single-stage, root-form dental implants. The system is designed to provide immediate provisional implant to provide temporary support for prosthetic devices during the healing phase of permanent root form implants. Depends on a patient's quality of bone condition, Advanced Intermezzo Fixtures are to be removed within six to ten weeks after the surgery. The system is intended for immediate placement in partially or fully edentulous mandibles and maxillae, in support of single or multiple-unit restorations including; cement retained, screw retained, or overdenture restorations.
      -MiNi Internal Implant System (previously cleared per K150537) The MiNi Internal Implant System is intended for two-stage surgical procedures in the following situations and with the following clinical protocols: - The intended use for the 3.0 mm diameter MiNi implant is limited to the replacement of maxillary lateral incisors and mandibular incisors. - Immediate placement in extraction situations with a partially or completely healed alveolar ridge. - It is intended for delayed loading.
      -XPEED ANYRIDGE INTERNAL IMPLANT SYSYEM (previously cleared per K140091) The Xpeed AnyRidge Internal Implant System is intended to be surgically placed in the maxillary or mandibular molar areas for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function. Smaller implants (less than 06.0 mm) are dedicated for immediate loading when good primary stability is achieved and with appropriate occlusal loading. Larger implants are dedicated for the molar region and are indicated for delayed loading.
      -ANYONE™ INTERNAL IMPLANT SYSTEM (previously cleared per K123988) The AnyOne™ Internal Implant System is intended to be surgically placed in the maxillary or mandibular molar areas for the purpose providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function. Smaller implants (less than Ø6.0 mm) are dedicated for immediate loading when good primary stability is achieved and with appropriate occlusal loading. Larger implants are dedicated for the molar region and are indicated for delayed loading.
      -XPEED ANYRIDGE INTERNAL IMPLANT SYSTEM (previously cleared per K123870) The Xpeed®AnyRidge®Intemal Implant System is intended to be surgically placed in the maxillaryor mandbular molar areas for the purpose providing prosthetic support for dental restorations(Crown, bridges, and overdentures) in partially or filly edentulous individuals. It is used to restore a patient's chewing function. Smaller implants (less than Ø6.0mm) are dedicated for immediate loading when good primary stability is achieved and with appropriate occlusal loading. Larger implants are dedicated for the molar region and are indicated for delayed loading.
    Device Description

    Not Found

    AI/ML Overview

    I am sorry, but the provided text does not contain any information about acceptance criteria or a study proving that a device meets such criteria. The document is primarily an FDA 510(k) clearance letter for the "MegaGen Dental Implant Systems Portfolio - MR Conditional." It lists various implant systems and their indications for use, many of which were previously cleared.

    The letter focuses on regulatory approval, substantial equivalence, and compliance with general controls and other FDA regulations for medical devices. It does not include details on specific performance metrics, clinical studies, sample sizes, ground truth establishment, or expert evaluations that would be necessary to answer your request.

    Ask a Question

    Ask a specific question about this device

    K Number
    K223339
    Date Cleared
    2023-07-18

    (259 days)

    Product Code
    Regulation Number
    872.3640
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    · Smaller Implant (Widest Thread Diameter: Ø4.0mm ~Ø5.0mm)

    The smaller Implant is intended to be surgically placed in the maxillary or mandibular arches for the purpose of providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. It is used to restore a patient's chewing function in the following situations and with the clinical protocols:

    • Delayed loading

    • Immediate loading when good primary stability is achieved and with appropriate occlusal loading.

    · Larger Implant (Widest Thread Diameter: Ø5.6mm ~Ø7.0mm)

    The larger Implant is intended to be surgically placed in the maxillary or mandibular molar areas for the purpose of providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. These implants can be used where smaller implants have failed. It is used to restore a patient's chewing function in the following situations and with the clinical protocols:

    • Delaved loading
    Device Description

    Bone Chamber Implant is a dental implant made of CP Ti Grade 4 with the surface treated by SLA method. It is intended to be surgically placed in the maxillary or mandibular molar arches for smaller implants and in the maxillary or mandibular molar areas for larger implants. The fixture offers two connection types: 2.8 and 3.3 diameter. Also Bone Chamber Implant is characterized by having a chamber on the external surface.

    AI/ML Overview

    This appears to be a 510(k) summary for a dental implant, "Bone Chamber Implant," seeking substantial equivalence to existing predicate devices. Consequently, the document describes non-clinical bench testing to demonstrate equivalence, rather than clinical trials with human subjects. Therefore, many of the requested items related to clinical study design (e.g., sample size for test set, number of experts for ground truth, MRMC study, training set details) will not be applicable and the acceptance criteria will be based on engineering performance standards.

    Here's an analysis based on the provided text:

    Key Takeaway: The device's acceptance criteria and proven performance are primarily based on demonstrating mechanical equivalence to predicate devices through bench testing, specifically fatigue testing, following ISO and FDA guidance. No clinical studies were performed.


    Acceptance Criteria and Reported Device Performance

    Since this is a submission for substantial equivalence based on non-clinical testing, the "acceptance criteria" are the ability of the device to meet the specified performance standards in the referenced guidance documents and ISO standards, and to perform comparably to the predicate devices. The "reported device performance" is that the device met these criteria.

    Acceptance Criteria (Referenced Standards/Guidance)Reported Device Performance (Summary)
    Biocompatibility: In accordance with ISO 10993-1, "Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process."Deemed compliant as it has the same material composition, manufacturing process, and patient-contacting parts as previously cleared devices (K182448, K122231). No additional biocompatibility testing required.
    Modified Surface Treatment: In accordance with 'Section 11 of Class II Special Controls Guidance Document: Root-form Endosseous Dental Implants and Endosseous Dental Implant Abutment'.Deemed compliant as it has the same surface treatment and manufacturing process (S.L.A.) as a previously cleared device (K122231).
    Pyrogen and Endotoxin Test: Testing limit below 0.5 EU/mL in accordance with USP 39 <85>.Endotoxin testing will be conducted on every batch. (Note: This is a promise for future batch testing, not a reported result from a study.)
    Sterilization Validation: Sterility assurance level (10⁻⁶) in accordance with ISO 11137 and ISO 17665-1, 2. Shelf life of 5 years validated by accelerated aging (ASTM F1980).Validated to meet sterility assurance level (10⁻⁶) and achieve a 5-year shelf life.
    Performance (Physical Properties): In accordance with "ISO 14801" and "Class II Special Controls Guidance Document: Root-form Endosseous Dental Implants and Endosseous Dental Implant Abutment," specifically for fatigue test.Fatigue tests were performed on "worst case" scenarios and the results "met the pre-set criteria," supporting substantial equivalence.
    MR Compatibility: Evaluation for MR Conditional status based on scientific rationale and published literature (Woods et al., 2019) and FDA guidance "Testing and Labeling Medical Devices for Safety in the Magnetic Resonance (MR) Environment." Includes magnetically induced displacement force and torque.Non-clinical worst-case MRI review was performed, and rationale was addressed for parameters in the FDA guidance. Implied to be MR Conditional.

    Study Details (Non-Clinical Bench Testing)

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

      • Sample Size: Not explicitly stated as a numerical count for each test (e.g., number of implants tested for fatigue). The document states "the performance test on the subject and predicate device have been performed in consideration of the worst case according to 'ISO 14801' and 'Class II Special Controls Guidance Document: Root-form Endosseous Dental Implants and Endosseous Dental Implant Abutment'." For regulatory submissions like 510(k), compliance with the standards' requirements for sample size is assumed.
      • Data Provenance: The studies were non-clinical bench tests, not involving human data. The company is MegaGen Implant Co., Ltd., located in Daegu, South Korea. The testing was conducted internally or by a contracted lab to meet international and FDA standards.
    2. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

      • Not Applicable. This was non-clinical bench testing of physical properties, not an assessment requiring expert clinical judgment or ground truth determination (like image interpretation). The "ground truth" here is the physical measurement against a standard.
    3. Adjudication method (e.g., 2+1, 3+1, none) for the test set:

      • Not Applicable. This refers to clinical adjudication, which is not relevant for bench testing.
    4. 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. No MRMC study was done, as this is a physical dental implant, not an AI software or imaging device that human readers would interpret.
    5. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done:

      • Not Applicable. This is a physical device, not an algorithm.
    6. The type of ground truth used (expert consensus, pathology, outcomes data, etc.):

      • Engineering Standards and Specifications. The "ground truth" for non-clinical testing refers to the established requirements and thresholds defined by international standards (e.g., ISO 14801) and FDA guidance documents for medical device performance (e.g., fatigue strength, biocompatibility, sterilization efficacy). The device's performance is compared against these quantitative and qualitative criteria.
    7. The sample size for the training set:

      • Not Applicable. This refers to the training of an algorithm or AI model. This device is a physical product.
    8. How the ground truth for the training set was established:

      • Not Applicable. As above, this refers to algorithm training.

    Ask a Question

    Ask a specific question about this device

    K Number
    K211556
    Device Name
    N2
    Date Cleared
    2023-04-05

    (686 days)

    Product Code
    Regulation Number
    872.6640
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    N2 is intended to supply power to and serve as a base for dental devices and accessories. This includes a dental chair and is intended for use in the dental clinic environment and is designed for use by trained dental professionals, dentists and/or dental assistants.

    Device Description

    The N2 is an AC-powered dental operative unit with accessories, intended to supply power to and serve as a base for dental devices and accessories by providing air, water, vacuum and low voltage electrical power to dental instruments and dental handpieces. It includes a treatment chair, dentist element, assistant element and a dental light as offering several additional options and electronicallycontrolled chair movements with software and water unit functions.

    AI/ML Overview

    This document describes the N2, a dental operative unit, and its substantial equivalence to a predicate device (K183347), K3. The submission focuses on non-clinical testing for safety and performance rather than AI-driven image analysis. Therefore, many of the requested fields regarding AI performance, such as sample size for test/training sets, data provenance, number and qualification of experts, adjudication methods, MRMC studies, and ground truth types, are not applicable in this context.

    The document details the device's technical characteristics, intended use, and indicates that no clinical studies were deemed necessary. The acceptance criteria and "reported device performance" are primarily demonstrated through compliance with various international standards and specific bench tests, rather than metrics like sensitivity, specificity, or accuracy which would be typical for an AI-enabled diagnostic device.

    Here's a breakdown of the available information:

    1. Table of Acceptance Criteria and Reported Device Performance

    Acceptance Criteria (Standard/Test)Reported Device Performance (Compliance/Result)
    Biocompatibility Testing
    FDA Guidance DocumentEvaluation conducted in accordance with FDA Guidance.
    ISO 10993-1 (Biological Evaluation)Evaluation conducted in accordance with ISO 10993-1.
    ISO 10993-5 (Cytotoxicity)Testing performed.
    ISO 10993-10 (Skin sensitization, Oral Mucosa Irritation, or Skin Irritation)Testing performed.
    Cleaning and Sterilization Validation
    FDA Guidance for Reprocessing Medical DevicesCleaning of 3-way syringe tip validated according to FDA Guidance.
    ISO 17665-1, 2 (Sterilization)Sterilization testing for steam sterilization performed, acceptable sterility assurance level (10⁻⁶) achieved for reusable 3-way Syringe.
    ISO 16954:2015 (Dental Unit Waterline Biofilm Treatment)Cleaning/disinfection method effectively cleaned the waterline. Routine (Daily) and shock treatment (2 weeks) performed and verified.
    Electrical Safety and EMC
    IEC 60601-1:2005 + A1:2012 (Basic Safety)Complied with IEC 60601-1.
    IEC 80601-2-60:2012 (Dental Equipment Safety)Complied with IEC 80601-2-60.
    IEC 60601-1-2:2014 (EMC)Complied with IEC 60601-1-2.
    Usability Testing
    IEC 60601-1-6 Edition 3.1 2013-10 (Usability)Usability testing conducted.
    IEC 62366:2015 (Usability Engineering)Usability testing conducted.
    Software Validation
    FDA Guidance for Software in Medical DevicesSoftware (firmware, MODERATE level of concern) designed, developed, verified, and validated according to a software development process. Documentation provided.
    Performance Test (Bench Test)Performed, and test results met pre-set criteria. (Specific criteria not detailed in this summary, but generally implies functional performance as an operative dental unit, e.g., air/water pressure, chair movements, etc., as per the comparison table and functional description). The differences in Water Pressure, Patient Load, Chair Height, Back Rest, and unit type compared to the predicate device do not affect substantial equivalence, and safety was verified.

    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 applicable as the submission describes a physical dental operative unit, not an AI/software device that processes medical image data or other patient-specific data for diagnostic or prognostic purposes. The "testing" refers to bench testing and compliance with electrical, mechanical, and safety standards for the device itself.

    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 is not applicable. Ground truth, in the context of expert consensus, is typically established for diagnostic tasks where human interpretation is the gold standard. For this device, "ground truth" would relate to the physical and functional parameters meeting engineered specifications and safety standards, validated through direct measurement and compliance testing (e.g., measuring current, pressure, chair movement ranges).

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

    This is not applicable. Adjudication methods are used to resolve discrepancies in expert interpretations, which is not relevant for the testing described here.

    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. MRMC studies are conducted for systems that assist human readers in tasks like image interpretation. The N2 is a dental operative unit, not an AI-assisted diagnostic or interpretative tool.

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

    This is not applicable. The N2 is a physical device with some electronic controls (firmware), not a standalone algorithm.

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

    The "ground truth" for this device's performance is primarily established by:

    • Engineering Specifications: The pre-set criteria for bench tests, electrical safety, and mechanical performance are based on design specifications and industry standards.
    • Regulatory Standards: Compliance with international standards such as IEC 60601-1, IEC 80601-2-60, ISO 10993, ISO 17665, and ISO 16954 forms the basis of "truth" for safety and essential performance.
    • Manufacturer Recommendations: For cleaning/sterilization, the validation is against the manufacturer's recommended protocols.

    8. The sample size for the training set

    This is not applicable. There is no "training set" in the context of machine learning for this device. The software validation refers to standard software development, verification, and validation (V&V) processes for firmware, not AI model training.

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

    This is not applicable for the reasons stated above.

    In summary, the provided document describes a 510(k) submission for a dental operative unit, which is a physical device. The "study" mentioned refers to non-clinical bench testing and compliance with various international electrical, mechanical, safety, and biocompatibility standards to demonstrate substantial equivalence to a predicate device. It is not an AI-enabled diagnostic or assistive device, so many of the requested fields regarding AI performance evaluation are irrelevant.

    Ask a Question

    Ask a specific question about this device

    K Number
    K211812
    Date Cleared
    2023-01-06

    (574 days)

    Product Code
    Regulation Number
    872.3640
    Panel
    Dental
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    The BLUEDIAMOND IMPLANT System is intended to be surgically placed in the maxillary or mandibular molar areas for the purpose of providing prosthetic support for dental restorations (Crown, bridges, and overdentures) in partially or fully edentulous individuals. These implants can be used where smaller implants have failed.

    Device Description

    The BLUEDIAMOND IMPLANT is a substructure of a dental implant system made of CP Ti Grade 4 with the surface treated by SLA method. It is intended to be surgically placed in the maxillary or mandibular molar areas. The fixture offers two types: Normal Thread Type and Deep Thread Type. As the name indicates the Deep Thread Type has slightly deeper threads than the Normal Thread Type.

    The Abutment Screw is used for securing the abutment to the endosseous implant. It is made of Ti-6AL-4V ELI.

    AI/ML Overview

    I am sorry, but the provided text is a 510(k) Premarket Notification from the FDA for a dental implant system. This document is a regulatory submission for a medical device and does not contain information about studies proving that a device meets specific acceptance criteria in the context of an AI/ML-enabled medical device.

    The document describes:

    • The device (BLUEDIAMOND IMPLANT and Abutment Screw)
    • Its intended use (dental restorations)
    • Comparison with predicate devices for substantial equivalence (materials, design, sterilization, etc.)
    • Non-clinical testing performed (biocompatibility, surface treatment, pyrogen/endotoxin, sterilization, shelf life, performance tests based on ISO standards)
    • A statement that no clinical studies were submitted.

    Therefore, I cannot extract the following information from the provided text:

    1. A table of acceptance criteria and the reported device performance (in the context of an AI/ML device): The document reports performance testing to ISO standards for dental implants (e.g., fatigue testing for mechanical properties) but does not provide acceptance criteria and reported performance in the manner requested for an AI/ML device (e.g., sensitivity, specificity thresholds).
    2. Sample size used for the test set and data provenance: Not applicable as no AI/ML study is reported.
    3. Number of experts used to establish the ground truth for the test set and their qualifications: Not applicable.
    4. Adjudication method for the test set: Not applicable.
    5. Multi-reader multi-case (MRMC) comparative effectiveness study information: Not applicable.
    6. Standalone (algorithm-only) performance: Not applicable.
    7. Type of ground truth used: Not applicable in the context of AI/ML. The device's "ground truth" for regulatory purposes relies on engineering and material standards.
    8. Sample size for the training set: Not applicable.
    9. How the ground truth for the training set was established: Not applicable.

    The document discusses non-clinical performance tests for mechanical properties (e.g., fatigue test according to "ISO 14801" and "Class II Special Controls Guidance Document: Root-form Endosseous Dental Implant Abutment") to demonstrate substantial equivalence to predicate devices, but this is distinct from the type of performance data requested for an AI/ML-driven device.

    Ask a Question

    Ask a specific question about this device

    K Number
    K222219
    Date Cleared
    2022-12-06

    (134 days)

    Product Code
    Regulation Number
    892.1750
    Reference & Predicate Devices
    Predicate For
    N/A
    AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
    Intended Use

    R2 STUDIO Q/RCT820 is CBCT and panoramic x-ray imaging system with cephalometric. Which is intended to radiographic examination of the dento-maxillofacial, sinus, TMJ, Airway for diagnostic support for adult and pediatric patients. And a model scan is included as an option. Cephalometric image is also includes wrist to obtain carpus images for growth and maturity assessment for orthodontic treatment. The device is to be operated and used by dentists or other legally qualified health care professionals. This device is not intended for use on patients less than approximately 21 kg (46 lb) in weight and 113 cm (44.5 in) in height; these height and weight measurements approximately correspond to that of an average 5 year old.

    Device Description

    R2 STUDIO Q/RCT820 is 3D computed tomography for scanning hard tissues like bone and teeth. By rotating the c-arm which is embedded with high voltage generator all-in-one x-ray tube and a detector on each end, CBCT images of dental maxillofacial is attained by recombining data from the same level that are scanned from different angle. Panoramic image scanning function for attaining image of whole teeth, cephalometric scanning option for attaining cephalic image are included. and Model Scan option for attaining dental model CBCT image are included.

    AI/ML Overview

    The provided document is a 510(k) premarket notification for the R2 STUDIO Q/RCT820 dental X-ray system. Here's a breakdown of the requested information:

    1. Table of Acceptance Criteria and Reported Device Performance

    The document does not explicitly state acceptance criteria in a quantitative table format alongside reported performance for specific imaging metrics. Instead, it states that "All test results were satisfactory" following performance testing. The comparison table (page 5) lists various technical specifications for the proposed device and two predicate devices but does not provide specific performance values against pre-defined acceptance limits.

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

    The document mentions "clinical evaluation report" but does not specify the sample size for any clinical test sets. The data provenance (country of origin, retrospective/prospective) is not explicitly stated.

    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 in the document.

    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

    The document does not mention any multi-reader multi-case (MRMC) comparative effectiveness study or any studies involving AI assistance. This device is an imaging system, not an AI-powered diagnostic tool.

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

    This information is not applicable as the device is an imaging system and not designed for standalone algorithmic performance without human-in-the-loop.

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

    The document mentions "clinical evaluation report" and that "Sample images with a clinical evaluation report is provided to support the intended use of the device." However, it does not specify the type of ground truth used for this evaluation.

    8. The sample size for the training set

    The document does not mention a "training set" in the context of device performance, as it is describing an imaging system rather than an AI/ML model that requires training data.

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

    This information is not applicable as the document does not refer to a "training set" for an AI/ML model.

    Ask a Question

    Ask a specific question about this device

    Page 1 of 3