K Number
K033144
Manufacturer
Date Cleared
2003-11-13

(44 days)

Product Code
Regulation Number
870.5310
Panel
CV
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

FOR USE WITH DEFIBTECH ELECTRODES FOR AUTOMATIC AND MANUAL EXTERNAL DEFIBRILLATORS FOR MONITORING, PACING AND DEFIBRILLATION UP TO 360 JOULES.

Device Description

The Defibtech Electrode Adapter provides an interface between Defibtech electrodes and various automatic and manual external defibrillators. Each adapter is reusable and is either a stand-alone accessory or can be preattached to a Defibtech electrode package.

AI/ML Overview

The provided text does not contain detailed information about specific acceptance criteria or a dedicated study with performance metrics in the format requested. The document is a 510(k) summary for the Defibtech Electrode Adapter, focusing on establishing substantial equivalence to a predicate device.

However, based on the limited information available, I can extract and infer the following:

Device: Defibtech Electrode Adapter (Model DAC-300 Series)

Intended Use: For use with Defibtech electrodes to monitor, pace, and defibrillate (up to 360 Joules) with automatic and manual defibrillators.

Overall Conclusion: "Testing and performance evaluations demonstrate that the safety and effectiveness of the Defibtech Electrode Adapter is substantially equivalent to the predicate devices." This implies that the device met the implicit acceptance criteria based on its equivalence to the predicate device.

Here's an attempt to structure the answer based on the provided text, with significant limitations due to the lack of explicit details:


1. Table of Acceptance Criteria and Reported Device Performance

The document does not explicitly state specific numerical acceptance criteria (e.g., sensitivity, specificity, accuracy thresholds). The primary "acceptance criterion" described is substantial equivalence to the predicate device. The performance is reported implicitly as meeting this equivalence.

Acceptance Criterion (Implicit)Reported Device Performance
Substantial Equivalence to Predicate Device (Heartstream Electrode Adapter, K972418) for monitoring, pacing, and defibrillation (up to 360 Joules)."Testing and performance evaluations demonstrate that the safety and effectiveness of the Defibtech Electrode Adapter is substantially equivalent to the predicate devices."

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

The document does not provide details on the sample size used for any specific test set, nor does it mention data provenance (e.g., country of origin, retrospective/prospective). The statement refers generally to "testing and performance evaluations," suggesting various tests were conducted, but specifics are absent.

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

The document does not mention the use of experts or how ground truth was established for any test set. This type of information is typically associated with clinical studies involving human interpretation or pathology, which are not described here.

4. Adjudication method for the test set

No information is provided regarding adjudication methods.

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 a multi-reader multi-case (MRMC) comparative effectiveness study. This type of study is more common for diagnostic imaging AI algorithms, and the Defibtech Electrode Adapter is a hardware accessory, not an AI diagnostic tool. Therefore, human reader improvement with/without AI assistance is not applicable in this context.

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

This question is not directly applicable. The device is an "Electrode Adapter," an interface between electrodes and defibrillators. It is not an algorithm that performs standalone analysis or diagnosis. The "performance evaluations" would likely focus on electrical parameters, safety, durability, and functionality when connected to other devices, rather than algorithmic performance in a diagnostic sense.

7. The type of ground truth used

The concept of "ground truth" (expert consensus, pathology, outcomes data) is not explicitly discussed in the context of specific performance measurements for the electrode adapter. Given the device's function, ground truth would likely relate to objective measurements of electrical conductivity, energy delivery accuracy, signal integrity for monitoring, and safety standards compliance.

8. The sample size for the training set

The document does not mention a "training set." This term is typically used in the context of machine learning or AI algorithm development. The Defibtech Electrode Adapter is a hardware accessory, not an AI system that requires a training set.

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

As there is no mention of a training set, the method for establishing its ground truth is also not applicable or mentioned.


Summary of Limitations:

The provided document (a 510(k) summary) is primarily focused on demonstrating substantial equivalence to a predicate device for regulatory clearance. It does not include detailed technical performance study reports with explicit acceptance criteria, sample sizes, expert qualifications, or ground truth methodologies that would be typical for a comprehensive description of algorithmic or diagnostic device performance. The "performance evaluations" are broadly stated as demonstrating safety and effectiveness equivalent to the predicate.

§ 870.5310 Automated external defibrillator system.

(a)
Identification. An automated external defibrillator (AED) system consists of an AED and those accessories necessary for the AED to detect and interpret an electrocardiogram and deliver an electrical shock (e.g., battery, pad electrode, adapter, and hardware key for pediatric use). An AED system analyzes the patient's electrocardiogram, interprets the cardiac rhythm, and automatically delivers an electrical shock (fully automated AED), or advises the user to deliver the shock (semi-automated or shock advisory AED) to treat ventricular fibrillation or pulseless ventricular tachycardia.(b)
Classification. Class III (premarket approval)(c)
Date PMA or notice of completion of PDP is required. A PMA will be required to be submitted to the Food and Drug Administration by April 29, 2015, for any AED that was in commercial distribution before May 28, 1976, or that has, by April 29, 2015, been found to be substantially equivalent to any AED that was in commercial distribution before May 28, 1976. A PMA will be required to be submitted to the Food and Drug Administration by April 29, 2015, for any AED accessory described in paragraph (a) that was in commercial distribution before May 28, 1976, or that has, by April 29, 2015, been found to be substantially equivalent to any AED accessory described in paragraph (a) that was in commercial distribution before May 28, 1976. Any other AED and AED accessory described in paragraph (a), shall have an approved PMA or declared completed PDP in effect before being placed in commercial distribution.