K Number
K960542
Device Name
NOGA
Manufacturer
Date Cleared
1996-04-15

(68 days)

Product Code
Regulation Number
870.1220
Panel
CV
Reference & Predicate Devices
Predicate For
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Biosense NOGA system is designed to acquire, analyze, and display electroanatomical maps of the human heart.

Device Description

The Biosense NOGA system is designed to acquire, analyze, and display electroanatomical maps of the human heart. The maps are reconstructed using the combination of information gathered from the integration of a plurality of intracardiac electrograms with their respective endocardial locations. In the NOGA system the location information needed to create the cardiac maps is acquired simultaneously with the local electrogram using STAR catheters, which are locatable-tip catheters equipped with a Biosense sensor. The NOGA system also allows presentation of electro-anatomical maps as a function of time over the cardiac cycle. The NOGA system is for the most part identical in design and construction to the Biosense CARTO system. The NOGA system uses the same Biosense nonfluoroscopic location technology used in the CARTO system. The NOGA system additionally uses this technology to collect additional information about the heart chamber geometry as a function of time over the cardiac cycle.

AI/ML Overview

This document describes the Biosense NOGA system, a cardiac mapping system. However, the provided text does not contain the detailed study information required to fully answer your request regarding acceptance criteria and performance studies. The document is primarily a 510(k) summary focused on demonstrating substantial equivalence to a predicate device (Biosense CARTO system) and compliance with standards.

Here's an analysis based on the available information and what's missing:


1. Table of Acceptance Criteria and Reported Device Performance

This table cannot be fully generated from the provided text. The document states:

  • "The non-clinical bench and animal testing show that the device is as safe and as effective as the previously marketed device to which it is being compared and does not raise any new questions of safety or effectiveness."

This is a general statement of equivalency, not specific performance metrics or acceptance criteria. It implies that the NOGA system met the same (unspecified) safety and effectiveness criteria as the CARTO system.

Acceptance CriteriaReported Device Performance
(Not specified in the document)"as safe and as effective as the previously marketed device" (Biosense CARTO system)
(Specific performance metrics like accuracy of mapping, resolution, or specific clinical outcomes are not provided.)(No specific performance metrics are given in the 510(k) summary.)

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

This information is not provided in the document.

  • Sample Size (Test Set): Not mentioned. The document refers to "non-clinical bench and animal testing" but does not quantify the sample size (e.g., number of animals, number of bench tests).
  • Data Provenance: Not mentioned (e.g., country of origin, retrospective/prospective). While Biosense Ltd. is located in Israel, there's no explicit statement about where the testing was conducted or the origin of any data used. The testing is described as "non-clinical bench and animal testing," indicating it's likely proprietary data rather than data from external clinical trials.

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

This information is not provided in the document.

  • The document implies that the ground truth for "safety and effectiveness" was established by comparison to the predicate CARTO system and by standard engineering and animal testing. However, it does not mention the involvement of human experts in establishing a specific "ground truth" for a test set, nor their qualifications.

4. Adjudication Method for the Test Set

This information is not provided in the document.

  • No adjudication method (e.g., 2+1, 3+1) is mentioned, as there is no description of a clinical test set requiring expert review and adjudication.

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

This information is not applicable and not provided.

  • The NOGA system is a cardiac mapping system, not an AI-assisted diagnostic device where "human readers" would be involved in interpreting its output in the context of an MRMC study. Its function is to acquire, analyze, and display electroanatomical maps, directly providing geometric and electrical information.
  • The concept of "AI assistance" and human reader improvement is not relevant to the description of this device.

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

This information is partially inferable but not explicitly stated in a structured way.

  • The NOGA system is inherently a "standalone" system in the sense that its primary function is to collect and process data to generate maps. The "algorithm only" performance would be its ability to accurately acquire and display electro-anatomical maps and location information.
  • The statement "The non-clinical bench and animal testing show that the device is as safe and as effective as the previously marketed device" implies that the system, as a whole, performed effectively in these tests without necessarily quantifying a distinct "algorithm only" performance separate from the entire device operation. The system's "performance" is its ability to generate the maps.

7. The Type of Ground Truth Used

Based on the description:

  • Comparison to the predicate device (Biosense CARTO system): The NOGA system's performance for "safety and effectiveness" is benchmarked against the existing CARTO system, which itself presumably had established ground truth metrics during its own development and regulatory clearance.
  • Conventional methods/technologies: The text mentions "Conventionally, such information [heart chamber geometry as a function of time] would be collected using fluoroscopy or cine while injecting a radiopaque contrast agent into the heart chamber (ventriculography)." This suggests that conventional methods like fluoroscopy or ventriculography likely served as a form of ground truth for evaluating the NOGA system's ability to provide similar information without radiation.
  • Bench and animal testing: This implies various quantifiable parameters in these controlled environments were used as ground truth for aspects like accuracy of location, electrogram acquisition, and mapping capabilities.

8. The Sample Size for the Training Set

This information is not provided in the document.

  • The NOGA system, as described, is a mapping technology, not a machine learning model that would typically have an explicit "training set" in the modern sense. It relies on physical principles and signal processing algorithms rather than learned patterns from a large dataset. Therefore, the concept of a "training set sample size" as usually applied to AI/ML devices is likely not directly applicable here.

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

This information is not provided and is not applicable for the same reasons mentioned in point 8.

§ 870.1220 Electrode recording catheter or electrode recording probe.

(a)
Identification. An electrode recording catheter or an electrode recording probe is a device used to detect an intracardiac electrocardiogram, or to detect cardiac output or left-to-right heart shunts. The device may be unipolar or multipolar for electrocardiogram detection, or may be a platinum-tipped catheter which senses the presence of a special indicator for cardiac output or left-to-right heart shunt determinations.(b)
Classification. Class II (performance standards).