K Number
K180961
Device Name
RadiForce MX194
Manufacturer
Date Cleared
2018-05-10

(28 days)

Product Code
Regulation Number
892.2050
Reference & Predicate Devices
Predicate For
N/A
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

This Product is indicated for use in displaying radiological images for review, analysis, and diagnosis by trained medical practitioners. The display is not intended for mammography.

Device Description

RadiForce MX194 is a color LCD monitor for viewing medical images other than those of mammography. The color panel employs Vertical Alignment (VA) technology allowing high contrast ratio and the matrix size (or resolution) is 1,280 x 1,024 pixels (1MP) with a pixel pitch of 0.294 mm.

Since factory calibrated display modes, each of which is characterized by a specific tone curve (including DICOM GSDF), a specific luminance range and a specific color temperature, are stored in lookup tables within the monitor, the tone curve is e.g. DICOM compliant regardless of the display controller used.

RadiCS is application software to be installed in each workstation offering worry-free quality control of the diagnostic monitors including the RadiForce MX194 based on the QC standards and guidelines and is capable of quantitative tests and visual tests defined by them. The RadiCS and its subset, RadiCS LE, are included in this 510(k) submission as an accessory to the RadiForce MX194.

AI/ML Overview

The RadiForce MX194 is a color LCD monitor indicated for displaying radiological images for review, analysis, and diagnosis by trained medical practitioners, excluding mammography.

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

Acceptance Criteria CategorySpecific Acceptance CriteriaReported Device Performance (RadiForce MX194)
Spatial ResolutionMeasurement of MTF (Modulation Transfer Function)Equivalent to predicate device (RadiForce MX215)
Pixel DefectsMaximum number allowed for each type of pixel defects/faultsMet pre-defined criteria
ArtifactsVisual check of presence or absence of miscellaneous artifacts on the display screen as specified in TG18 guidelineMet pre-defined criteria
Temporal ResponseMeasurement of temporal responseMet pre-defined criteria
LuminanceMeasurement of luminanceMet pre-defined criteria
DICOM GSDF ConformanceVerification of conformance to DICOM GSDF as specified in TG18 guidelineMet pre-defined criteria
Color TrackingMeasurement of color trackingMet pre-defined criteria
Overall Display CharacteristicsDisplay characteristics equivalent to the predicate device, RadiForce MX215Confirmed

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

The document does not specify a "test set" in the context of clinical data for algorithmic performance. The performance testing described refers to bench tests conducted on the RadiForce MX194 device itself. Therefore, a specific sample size for a test set of medical images or data provenance is not applicable here as this is a display device, not an AI/ML algorithm that processes patient data.

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

Not applicable. This device is a display monitor, and the testing involved bench tests of its physical and performance characteristics, not an evaluation of diagnostic accuracy using a ground truth established by medical experts for image interpretation.

4. Adjudication method for the test set

Not applicable. This device is a display monitor, and the testing involved bench tests of its physical and performance characteristics, not an evaluation of diagnostic accuracy.

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 document describes a display monitor, not an AI-powered diagnostic tool. No MRMC study was performed.

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

Not applicable. This device is a display monitor, not an algorithm.

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

For the performance testing of the RadiForce MX194, the "ground truth" was established by pre-defined criteria and industry guidelines such as the "Guidance for Industry and FDA Staff: Display Devices for Diagnostic Radiology" (October 2, 2017) and the AAPM Task Group 18 (TG18 guideline). These guidelines specify objective measurements and visual criteria for evaluating display device performance. There was no medical ground truth based on patient outcomes or expert diagnoses, as this is a hardware device.

8. The sample size for the training set

Not applicable. This document is for a medical display device, not an AI/ML algorithm that requires a training set.

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

Not applicable. This document is for a medical display device, not an AI/ML algorithm that requires a training set and corresponding ground truth.

Study Proving Device Meets Acceptance Criteria:

The study that proves the device meets the acceptance criteria is described under "7. Performance Testing" in the 510(k) summary.

Study Design:

The study was a series of bench tests performed on the RadiForce MX194. The tests followed the instructions outlined in the "Guidance for Industry and FDA Staff: Display Devices for Diagnostic Radiology" (issued October 2, 2017) and the "Assessment of Display Performance for Medical Imaging Systems by AAPM Task Group 18 (TG18 guideline)".

Tests Performed:

The following specific tests were conducted:

  • Measurement of spatial resolution expressed as modulation transfer function (MTF)
  • Evaluation of pixel defects/faults (maximum number allowed for each type)
  • Visual check for the presence or absence of miscellaneous artifacts on the display screen as specified in the TG18 guideline
  • Measurement of temporal response
  • Measurement of Luminance
  • Verification of conformance to DICOM GSDF as specified in the TG18 guideline
  • Measurement of Color tracking

Results:

The test results demonstrated that:

  • The RadiForce MX194 has display characteristics equivalent to those of its predicate device, RadiForce MX215.
  • The display characteristics of the RadiForce MX194 meet the pre-defined criteria established as acceptance criteria for each test.

Conclusion of the Study:

The performance testing concluded that the RadiForce MX194 is substantially equivalent to the predicate device (RadiForce MX215) and meets all pre-defined performance criteria, confirming its safety and effectiveness for its intended use. No animal or clinical testing was performed for this device.

§ 892.2050 Medical image management and processing system.

(a)
Identification. A medical image management and processing system is a device that provides one or more capabilities relating to the review and digital processing of medical images for the purposes of interpretation by a trained practitioner of disease detection, diagnosis, or patient management. The software components may provide advanced or complex image processing functions for image manipulation, enhancement, or quantification that are intended for use in the interpretation and analysis of medical images. Advanced image manipulation functions may include image segmentation, multimodality image registration, or 3D visualization. Complex quantitative functions may include semi-automated measurements or time-series measurements.(b)
Classification. Class II (special controls; voluntary standards—Digital Imaging and Communications in Medicine (DICOM) Std., Joint Photographic Experts Group (JPEG) Std., Society of Motion Picture and Television Engineers (SMPTE) Test Pattern).