K Number
K210852
Manufacturer
Date Cleared
2022-06-24

(459 days)

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

Noris Medical Dental Implants System is intended to replace missing tooth/teeth in either jaw for supporting prosthetic devices that may aid in restoring the patient's chewing function. The procedure can be accomplished in a one-stage or two-stage surgical operation. All implants are appropriate for immediate loading when good primary stability is achieved and with appropriate occlusal loading.

Device Description

Noris Medical Dental Implants are tapered internal hex 2.1. implants, designed to enable easy insertion while supporting excellent initial stability. The variable thread design enables self-tapping, thus providing solutions for a variety of bone conditions. Noris Medical multi-design features offer a solution for immediate placement and immediate loading. The implantation procedure can be accomplished in a one-stage or two-stage surgical operation. Packaging has been designed for quick identification and easy opening. The scope of this submission is Noris Medical Cortical Implant as part of the Noris Medical dental Implants system identical platform. Cortical implants are able to undergo immediate loading when good primary stability is achieved and with appropriate occlusal loading. The Cortical system can be used in extraction sites for immediate implantation. Cortical implant is available in different sizes to suit relevant implantation site. Made of titanium alloy Ti 6Al 4V ELI.

AI/ML Overview

Here's an analysis of the acceptance criteria and the study that proves the Noris Medical Dental Implants System - Cortical meets those criteria, based on the provided FDA 510(k) summary:

Overview

The provided document is a 510(k) Summary for the Noris Medical Dental Implants System - Cortical. The core purpose of a 510(k) submission is to demonstrate that a new medical device is "substantially equivalent" to a legally marketed predicate device, meaning it is as safe and effective. In this case, the clinical test section details a study that supports the safety and effectiveness of the implant with respect to a specific performance criterion: marginal bone loss. The non-clinical tests (biocompatibility, sterilization, performance testing) also contribute to demonstrating substantial equivalence but are not the focus of a comparative clinical performance criterion for this device.

1. Table of Acceptance Criteria and Reported Device Performance

Acceptance Criterion (Clinical Performance)Reported Device Performance (Clinical Study)
Marginal Bone Loss (MBL) at 1 Year: ≤ 1.0 mmAverage MBL at 12 months: 0.6 mm
Marginal Bone Loss (MBL) at 2 Years: 24 months for 11/19 patients: 0.6 mm (same as 12 months, implying it remained below 1.2mm)
Marginal Bone Loss (MBL) at 3 Years: 24 months with consistent 0.6mm average.
Overall accuracy: ± 0.25 mm (likely refers to measurement accuracy, not MBL performance)Not explicitly detailed for this criterion, but the MBL values are presented with a standard deviation.
Continuous stability of implant with no inflammation after at least 6 months100% survival rate of implants. Implied absence of significant inflammation that would lead to instability/failure.

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

  • Sample Size: 40 Noris cortical implants were placed in 19 patients. The document states "The sample population was statistically derived as n=38" which is a bit ambiguous; it likely refers to the minimum required sample size for the study to achieve statistical significance, with 40 implants actually being tested.
  • Data Provenance:
    • Country of Origin: Israel ("Israeli private clinic").
    • Retrospective or Prospective: Retrospective clinical study.

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

The document does not specify the number of experts or their qualifications for establishing ground truth (specifically, measuring crestal bone height/loss). Measurements were taken from panoramic radiographs and CT scans. It's common in such retrospective studies that image analysis is performed by the researchers or a trained technician, often validated by a clinician. However, this detail is not provided.

4. Adjudication Method for the Test Set

The document does not specify an adjudication method. Since it's a retrospective study, it's possible that data was collected and analyzed by a single party or an unadjudicated team.

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

  • Was it done?: No. This study is an observational clinical study assessing the performance of the Noris Medical Dental Implants System - Cortical in a real-world setting, focusing on marginal bone loss and survival rate. It does not involve human readers comparing AI-assisted vs. non-AI-assisted diagnosis or treatment.
  • Effect size of improvement with AI vs. without AI assistance: Not applicable, as this was not an AI-assisted MCMC study.

6. Standalone (Algorithm-Only) Performance Study

  • Was it done?: No. This device is an endosseous dental implant, a physical medical device, not a software algorithm. Therefore, "standalone" performance in the context of an algorithm is not relevant. The performance (e.g., marginal bone loss) is an inherent characteristic of the physical implant itself when used in patients.

7. Type of Ground Truth Used

  • Clinical Outcomes/Measurements: The ground truth for the clinical study was established through quantitative measurements of crestal bone height and subsequent calculation of marginal bone loss from panoramic radiographs taken at baseline and follow-up intervals (e.g., 6, 12, 24, and up to 33 months). Implant survival (100%) was also a key outcome.
  • Note: The document mentions "Adjudication method (e.g. 2+1, 3+1, none) for the test set" in the prompt template, which implies a study where human readers interpret data. In this clinical study, measurements are taken directly from images or clinical observation, not through a diagnostic interpretation process that requires expert consensus adjudication in the same way an AI diagnostic algorithm might.

8. Sample Size for the Training Set

  • Not applicable. This report describes a physical medical device (dental implant), not a machine learning or AI algorithm that requires a training set. The clinical study described served as a test/validation set for the device's performance in humans.

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

  • Not applicable. See point 8.

§ 872.3640 Endosseous dental implant.

(a)
Identification. An endosseous dental implant is a prescription device made of a material such as titanium or titanium alloy that is intended to be surgically placed in the bone of the upper or lower jaw arches to provide support for prosthetic devices, such as artificial teeth, in order to restore a patient's chewing function.(b)
Classification. (1) Class II (special controls). The device is classified as class II if it is a root-form endosseous dental implant. The root-form endosseous dental implant is characterized by four geometrically distinct types: Basket, screw, solid cylinder, and hollow cylinder. The guidance document entitled “Class II Special Controls Guidance Document: Root-Form Endosseous Dental Implants and Endosseous Dental Implant Abutments” will serve as the special control. (See § 872.1(e) for the availability of this guidance document.)(2)
Classification. Class II (special controls). The device is classified as class II if it is a blade-form endosseous dental implant. The special controls for this device are:(i) The design characteristics of the device must ensure that the geometry and material composition are consistent with the intended use;
(ii) Mechanical performance (fatigue) testing under simulated physiological conditions to demonstrate maximum load (endurance limit) when the device is subjected to compressive and shear loads;
(iii) Corrosion testing under simulated physiological conditions to demonstrate corrosion potential of each metal or alloy, couple potential for an assembled dissimilar metal implant system, and corrosion rate for an assembled dissimilar metal implant system;
(iv) The device must be demonstrated to be biocompatible;
(v) Sterility testing must demonstrate the sterility of the device;
(vi) Performance testing to evaluate the compatibility of the device in a magnetic resonance (MR) environment;
(vii) Labeling must include a clear description of the technological features, how the device should be used in patients, detailed surgical protocol and restoration procedures, relevant precautions and warnings based on the clinical use of the device, and qualifications and training requirements for device users including technicians and clinicians;
(viii) Patient labeling must contain a description of how the device works, how the device is placed, how the patient needs to care for the implant, possible adverse events and how to report any complications; and
(ix) Documented clinical experience must demonstrate safe and effective use and capture any adverse events observed during clinical use.