K Number
K021807
Date Cleared
2002-08-29

(87 days)

Product Code
Regulation Number
882.1400
Panel
NE
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The AS40 amplifier system is designed for use in the recording of routine EEG, overnight sleep/EEG (PSG, Polysomnography), and other neurophysiological monitoring applications (EMG and Evoked Potentials). This device is intended to be used only by physicians, technicians, or other medical professionals that are trained in either electroencephalography or polysomnography.

Device Description

The AS40 is a compact 40-channel AC amplifier unit designed for electroencephalography and polysomnography recording applications. The AS40 provides for patient safety isolation, signal conditioning (physiological signal amplification and filtering), and digitization. Communications with a single host computer are accomplished using TCP/IP protocol over a 10BaseT Ethernet network or dedicated cable. A host computer, using the appropriate software, sets the sample rate, starts and stops the data transmission, monitors the digital data, and stores it to hard disk.

AI/ML Overview

This document is a 510(k) Summary for the Grass-Telefactor AS40 Amplifier System, submitted to the FDA. It details the device's characteristics and its comparison to predicate devices to establish substantial equivalence.

Here's an analysis based on your request:

1. Table of Acceptance Criteria and Reported Device Performance

The document does not explicitly state "acceptance criteria" in the formal sense that would be typically established for a new clinical study. Instead, it presents a comparison of the AS40's technical characteristics with those of two predicate devices, implying that meeting or being comparable to these established specifications demonstrates sufficient performance for a substantially equivalent device.

The table below summarizes the key technical characteristics presented and states the performance of the AS40 as reported in the document. The implicit "acceptance criteria" for a 510(k) submission like this are that the new device's performance should be essentially equivalent to or better than the predicate devices, or that any differences do not raise new questions of safety or effectiveness.

Technical CharacteristicImplicit Acceptance Criterion (based on predicates)Reported Grass-Telefactor AS40 Performance
Device Class, CategoryClass II Electroencephalography (same as predicates)Class II Electroencephalography
Power SupplyMedical-grade power supply (same as predicates)Medical-grade power supply
Patient SafetyPatient connections isolated from ground (same)Patient connections isolated from ground
Safety and Electrical Standards MetIEC601-1, UL2601-1, IEC601.2.26, CSA 22.2No.601.1, IEC601-1-2IEC601-1, UL2601-1, IEC601.2.26, CSA 22.2No.601.1, IEC601-1-2 (in process)
Recording CapacityComparable channel count (40-57 channels, including AUX DC)48-channel capacity including 8 non-isolated AUX DC channels
Direct support for integrated OximeterYes (same as predicates)Yes, manufacturer Nonin
Calibration/Use ModesYes (same as predicates)Yes
Built-in electrode impedance testYes, with displayed results (same as predicates)Yes, results displayed on host controlled LCD display on the device
Photic (flash unit) Stimulation Control integratedYes (same as predicates)Yes
Host Computer to Device ConnectionIndustry standard Ethernet interface (same)Industry standard Ethernet interface
Data OutputDigital (same as predicates)Digital
Anatomical SitesSame (same as predicates)Same
A/D Resolution8, 12, 16-bit or better (predicates range)16-bit, simultaneous sampling
Sampling RateUp to 512 Hz - 2048 Hz (predicates range)Up to 800 Hz
Noise80dB (predicates range >100dB, >115dB)>80dB
Input Impedance10 MOhms or >100MOhms10 MOhms
Low-Frequency Cutoff~0.1 Hz - 0.16 Hz (same as predicates)0.16 Hz
High-Frequency Cutoff~100 Hz - 107 Hz (same as predicates)100 Hz

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

The document does not describe a clinical study with a specific test set, patient sample size, or data provenance (e.g., country of origin, retrospective/prospective). The "testing" section primarily describes bench testing and compliance with safety, EMI, and EMC standards for the device itself, rather than performance evaluation using patient data.

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

Not applicable. As no clinical test set is described, there's no mention of experts establishing ground truth for such a set.

4. Adjudication method for the test set

Not applicable. As no clinical test set is described, there's no mention of an adjudication method.

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. The device is an amplifier system for physiological signal acquisition, not an AI-assisted diagnostic tool for human readers. No MRMC study or AI component is mentioned.

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

Not applicable. This is a hardware amplifier system, not an algorithm. Its performance is evaluated through technical specifications and compliance with standards, not as a standalone algorithm.

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

Not applicable. For this device submission, the "ground truth" for its performance is assessed against established engineering and safety standards (e.g., IEC601-1, UL2601-1) and the technical specifications of legally marketed predicate devices, which represent accepted performance parameters in the EEG community.

8. The sample size for the training set

Not applicable. There is no mention of a training set as the device is a hardware amplifier, not an AI-driven system.

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

Not applicable. There is no mention of a training set.

§ 882.1400 Electroencephalograph.

(a)
Identification. An electroencephalograph is a device used to measure and record the electrical activity of the patient's brain obtained by placing two or more electrodes on the head.(b)
Classification. Class II (performance standards).