K183193 · Resoundant, Inc. · LLZ · Aug 1, 2019 · Radiology
Device Facts
Record ID
K183193
Device Name
MREplus+ Software
Applicant
Resoundant, Inc.
Product Code
LLZ · Radiology
Decision Date
Aug 1, 2019
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.2050
Device Class
Class 2
Attributes
Software as a Medical Device, Real-World Evidence, Pediatric
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K183193 · Aug 1, 2019
MREplus+ Software
Resoundant, Inc.
Retrospective clinical patient databases
Retrospective clinical data was used to validate the software's functional capabilities and accuracy by comparing automated ROI calculations against standard expert reviewer readings using the predicate device.
Standard expert reviewer readings using the predicate device
Accuracy of Fat Fraction calculation
Indications for Use
MREplus+ Software is an assisted ROI drawing tool for liver MRE and Fat/Water images and is used for receiving, display, ROI selection, and analysis generation. It displays to a trained reader MRE and Fat/Water images, preliminary ROIs that it calculates from these images, and statistical analysis calculated from the ROIs and images are presented in a way for review and, optionally, modification by the trained reader.
Device Story
MREplus+ is a software tool for liver MRE and multipoint Dixon Fat/Water (FW) image analysis. Inputs include DICOM magnitude, wave, elasticity, and confidence images (MRE) and in-phase, out-of-phase, fat, water, fat fraction, and R2* images (FW). The device automatically calculates preliminary regions of interest (ROIs) from these inputs. It is used in clinical settings by trained readers (technicians or radiologists) to review, modify, and approve ROIs. The device generates an archive-compatible report containing final ROIs overlaid on input images and calculated statistical values. This output assists clinicians in diagnosing liver disease by providing quantitative data derived from the images. The device operates on standard computers or servers within an institution's intranet.
Clinical Evidence
Retrospective clinical validation using 1,347 MRE patient cases (all ages/weights/races, 1.5T and 3T) and 92 Fat-Water bariatric patient cases. MREplus+ demonstrated <1% processing failures and <20% ROI modifications. Accuracy was >99% compared to the predicate methodology. Fat-Water study confirmed accurate calculation of Fat Fraction across a full range of liver fat content.
Technological Characteristics
Software-based image processing tool; operates on Windows or Linux platforms. Receives DICOM images via standard protocols. Features automated ROI calculation and statistical analysis. Moderate level of concern software. No specific hardware materials; connectivity via institutional intranet.
Indications for Use
Indicated for use as an assisted ROI drawing tool for liver MRE and Fat/Water images in patients with liver disease or suspicion of liver disease, inclusive of all ages, weights, and races.
Regulatory Classification
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.
Special Controls
*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).
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Resoundant, Inc. % Mr. Bernard Horwath Regulatory Consultant HRG 4486 Timberline Ct VADNAIS HEIGHT MN 55127 August 1, 2019
#### Re: K183193
Trade/Device Name: MREplus+ Software Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: Class II Product Code: LLZ Dated: June 28, 2019 Received: July 2, 2019
Dear Mr. Horwath:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for
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devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely.
For
Thalia T. Mills, Ph.D. Director Division of Radiological Health OHT7: Office of In Vitro Diagnostics and Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K183193
Device Name
MREplus+ Software
#### Indications for Use (Describe)
MREplus+ Software is an assisted ROI drawing tool for liver MRE and Fat/Water images and is used for receiving, display, ROI selection, and analysis generation. It displays to a trained reader MRE and Fat Water images, preliminary ROIs that it calculates from these images, and statistical analysis calculated from the ROIs and images are presented in a way for review and, optionally, modification by the trained reader.
Type of Use (Select one or both, as applicable)
| <div> <span></span> Prescription Use (Part 21 CFR 801 Subpart D) </div> | <div> <span></span> Over-The-Counter Use (21 CFR 801 Subpart C) </div> |
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# K183193
## 510(k) Summary Resoundant MREplus+ Software
| Date Prepared: | 25 June 2019 |
|-------------------|-------------------------------------------------------------------------------------------------------------------------------------|
| Submitter: | Resoundant Inc.<br>421 First Ave SW<br>Suite 204W<br>Rochester, MN 55902<br>Telephone: 507-322-0011 |
| Contact: | Mr. Bernard Horwath<br>Regulatory Affairs Consultant<br>4486 Timberline Ct<br>Vadnais Heights, MN 55127<br>Telephone: 651- 231-1761 |
| Proprietary Name: | MREplus+ Software |
Common/Usual Name: System, Image Processing, Radiological
Regulation Name: Picture Archiving and Communications System 21 CFR 892.2050, Class II Product Code - LLZ System, Image Processing, Radiological
#### Description:
The MREplus+ software is a tool for assisted Magnetic Resonance Elastography (MRE) and multipoint Dixon Fat/Water (FW) image analysis which calculates preliminary automated regions of interest (ROIs) and provides the environment for the trained readers to review the relevant MRE and FW information and approve or modify the ROIs. MREplus+ is intended to be used only with liver MRE and FW data. The inputs for MREplus+ are the MRE and FW images. In the case of MRE, this includes magnitude images (showing anatomy), wave images (showing wave propagation) with multiple time points across the wave cycle, and the elasticity and confidence images calculated by MRE's on-scanner MMDI algorithm or an offline MMDI packaged with MREplus+. In the case of FW, images include in-phase, out-of-phase, fat, water, fat fraction, and R2*. MREplus+ includes a DICOM receiver which can recognize and accept these images when sent from the MRI scanner or workstation using standard protocols. From these images, MREplus+ calculates automated ROIs. ROIs can be reviewed by an authorized trained reader for review, modification and approval. MREplus+ performs statistical calculations from the ROIs. MREplus+ outputs images, ROIs, and calculated results in an archive compatible report.
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Indications for Use: MREplus+ Software is an assisted ROI drawing tool for liver MRE and Fat/Water images and is used for receiving, display, ROI selection, and analysis generation. It displays to a trained reader MRE and Fat/Water images, preliminary ROIs that it calculates from these images, and statistical analysis calculated from the ROIs and images. ROIs and images are presented in a way for review and, optionally, modification by the trained reader.
#### Substantial Equivalence:
The MREplus+ Software is substantially equivalent to the following predicate device:
Primary Predicate: GE Advantage Workstation 4.1 510(k): K020483 GE Medical Systems This predicate has not been subject to a design related recall.
#### Comparison with Predicate:
Both MREplus+ and the predicate software tools display MRE and FW images, provide the tools for drawing a ROI, calculate average stiffness from the ROI area, and allow DICOM archivecompatible images to be generated for the clinical report. ROI selection on both stations must be performed by trained readers. The scope of the GE Advantage Workstation 4.1 is broader, as it allows for display and analysis of images of multiple modalities, whereas MREplus+ works specifically with liver MRE and FW data.
The GE Advantage Workstation (GE AW) comes pre-installed on a dedicated workstation. It receives and stores medical DICOM images of multiple modalities transferred from a device with DICOM push capabilities (such as an MRI or CT scanner, or another GE AW). A trained user is able to select one of the stored image sets and display them using the system. Images from qualitative modalities may be used as an element in diagnosis directly. For quantitative modalities, such as MRE, the user uses the GE Advantage Workstation tools to select an ROI within the image and calculate values, such as size, mean value, or standard deviation, from it. The GE Advantage Workstation outputs the ROIs over the original images as DICOM images which are archived clinically as part of the report. The values calculated from the ROIs may be recorded by the user and entered into the report manually or be displayed as part of the output images. The clinical report is then used as an element in diagnosis.
MREplus+ is intended to be used only with liver MRE and FW data, so its scope is a subset of the scope of the GE Advantage Workstation. MREplus+ is installed on standard computers, servers, or workstations, which reside on the intranet of the institution and, similarly to the GE AW, have restricted login privileges. MREplus+ receives DICOM medical images transferred from MRI scanners or other sources and automatically pre-processes the received MRE images to generate automated ROIs. An authorized trained user, such as a technician or radiologist, can use MREplus+ to display an MRE or FW exam along with ROIs. The MREplus+ user reviews the ROIs in context of all acquired MRE or FW data, similarly to the fully-manual ROI drawing on the GE AW. The user may perform modifications or, if none are required, approves the ROIs. At this stage. MREplus+ generates and outputs an archive compatible report containing final ROIs overlaid on the input images and the calculated statistical values associated with ROI areas and underlying images.
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MREplus+ also supports direct generation of the archive compatible analysis report from the automated ROIs, for presentation to a radiologist in conjunction with other imaging data. This behavior can be enabled by the institution, and does not preclude subsequent review or modification of the ROIs and subsequent analysis.
A comparison of the devices is provided in the following table:
| Device Parameter | MREplus+ Software | GE Advantage Workstation 4.1 | Difference if any |
|--------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 510(k) | | K020483 | NA |
| Classification | 21 CFR 892.2050, Class II | 21 CFR 892.2050, Class II | Same |
| Product Code | Product Code - LLZ<br>System, Image Processing,<br>Radiological | Product Code - LLZ<br>System, Image Processing,<br>Radiological | Same |
| Indications for<br>Use | MREplus+ is an assisted<br>ROI drawing tool for liver<br>MRE and Fat/Water images<br>and is used for receiving,<br>display, ROI selection, and<br>analysis generation. It<br>displays to a trained reader<br>MRE and Fat/Water images,<br>preliminary ROIs that it<br>calculates from these<br>images, and statistical<br>analysis calculated from the<br>ROIs and images. ROIs and<br>images are presented in a<br>way for review and,<br>optionally, modification by<br>the trained reader. These<br>values can be used as an<br>element in diagnosis of liver<br>disease. | The Advantage Workstation<br>4.1 is a review station, which<br>allows selection, review,<br>processing, filming, and<br>media interchange of multi-<br>modality images from a<br>variety of diagnostic<br>imaging systems. When<br>interpreted by a trained<br>physician, filmed images<br>may be used as an element<br>for diagnosis. | Intended use is<br>substantially<br>equivalent.<br>MREplus+ is<br>intended for use<br>with liver MRE<br>and Fat/Water<br>data, which is a<br>subset of the<br>scope of<br>applications for<br>the GE<br>Advantage |
| Product<br>Configuration | Software | Workstation | MREplus+ is a<br>stand-alone<br>application,<br>whereas GE AW<br>comes pre-<br>installed on<br>dedicated<br>workstations |
| Operating system | Windows or Linux | Linux | MREplus+ as<br>stand-alone<br>application can |
| | | | |
| Input format | MRE and FW Liver DICOM<br>Images | Multi-modality DICOM<br>Images | be configured for<br>different OS,<br>whereas the GE<br>dedicated<br>workstation must<br>select an OS.<br>DICOM input is<br>the same, with<br>the MREplus+<br>liver images<br>being a subset of<br>GE multi-<br>modality images |
| Output | MREplus+ report displays<br>DICOM images which<br>includes the generated ROIs<br>overlaid on the input images,<br>and the calculated liver<br>statistical values | Advantage Workstation 4.1<br>allows for display of<br>DICOM images of user-<br>drawn ROIs overlaid on<br>input DICOM images, and<br>the calculated liver statistical<br>values | The output<br>images with<br>overlaid ROIs<br>and calculated<br>liver statistical<br>values are<br>substantially<br>equivalent. |
| Intended User | MRE-trained reader (e.g.<br>technician or radiologist) | MRE-trained reader (e.g.<br>technician or radiologist) | Same |
## Feature and Technical Characteristic Comparison
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# Software Information
The MREplus+ software has been developed in accordance with the "Guidance for the Content of Premarket Submission for Software Contained in Medical Devices" for moderate level of concern. The Risk Management and Hazard Analysis combined with the appropriate testing and labeling mitigation measures taken indicate that the device is safe and effective and presents no new concerns.
The main activities in the software development process are described as follows.
- Software Description ●
- Level of Concern ●
- Hazard/Risk Analysis ●
- Software Requirements Specification ●
- Architecture Design Flow Chart
- Software Design Specification
- Traceability Analysis
- Software Development Life Cycle Plan ●
- Software Development Environment ●
- Software Design Verification/Validation Test ●
- Revision Level History ●
- Unresolved Anomalies ●
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## Verification and Validation:
MREplus+ has been extensively tested through the design verification and system validation phases of its development. Validation Testing has been conducted using retrospective clinical data bases to compare MREplus+ 's functional capabilities with the standard expert reviewer readings using the predicate device. Studies included the following:
- . MRE study involving 1347 patient cases where the patient profile included liver disease or suspicion of liver disease, inclusive of all ages, weight, and races. Images were collected at both 1.5T and 3T. MREplus+ demonstrated <1% processing failures and <20% ROI modifications.
- Fat-Water study involving 92 patient cases, where recruited patents were undergoing bariatric surgery and FW results indicated a full range of liver fat content. Images were collected at both 1.5T and 3T. In all cases MREplus+ was able to accurately and reliably calculate Fat Fraction from Fat-Water images.
MREplus+ has consistently proven to be an accurate software tool that facilitates liver MRE analysis with an accuracy of >99% compared to the standard predicate methodology.
## Conclusion:
Through the data and information presented. Resoundant Inc considers the MREplus+ Software substantially equivalent to the predicate device already on the market (cleared by the 510(k) process) in terms of indications for use, scientific technology, design, and functional performance and presents no new concerns about safety and effectiveness. The nonclinical and retrospective clinical validation tests conducted demonstrate that the device is as safe, as effective, and performs as well as or better than the legally marketed predicate device.
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