The Varex Nexus DR Digital X-ray Imaging System is a high resolution digital imaging system intended to replace conventional film techniques, or existing digital systems, in multipurpose or dedicated applications specified below. The Nexus DR Digital X-ray Imaging System enables an operator to acquire, display, process, export images to portable media, send images over a network for long term storage and distribute hard-copy images with a laser printer. Image processing algorithms enable the operator to bring out diagnostic details difficult to see using conventional imaging techniques. Images can be stored locally for temporary storage. The major system components include an image receptor, computer, monitor and imaging software. The Varex Nexus DR Digital X-ray Imaging System is intended for use in general radiographic examinations and applications (excluding fluoroscopy, angiography, and mammography).
Device Story
Nexus DR is a digital X-ray imaging system; inputs X-rays via flat panel detector; converts X-rays to visible light then digital signals via TFT array. System includes image receptor, computer, monitor, and imaging software. Operator controls system via GUI; new feature allows direct control of CPI CMP200 X-ray generator through Nexus DR GUI, replacing separate membrane console. Used in clinical settings for general radiography; images stored locally, archived to CD/DVD, printed via DICOM, or sent to PACS. Benefits include high-resolution digital imaging, improved diagnostic detail via processing algorithms, and streamlined workflow by integrating generator controls into the imaging workstation.
Clinical Evidence
No clinical testing performed. Bench-only verification and validation testing confirmed technical functionality of the integrated generator feature, including exposure settings, image acquisition, and system regression. Usability testing was conducted to validate clinical workflow integration.
Technological Characteristics
Stationary X-ray system; uses flat panel detectors (TFT array) to convert X-rays to digital signals. Intel CPU-based PC running Windows 10. Connectivity via DICOM 3.0. Integrated GUI for generator control (CPI CMP200). Conforms to IEC 60601-1, IEC 60601-2-54, and AAMI ANSI ES60601-1 standards.
Indications for Use
Indicated for general radiographic examinations and applications, excluding fluoroscopy, angiography, and mammography. Intended for use in multipurpose or dedicated clinical settings to replace conventional film or existing digital systems.
Regulatory Classification
Identification
A stationary x-ray system is a permanently installed diagnostic system intended to generate and control x-rays for examination of various anatomical regions. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
Special Controls
*Classification.* Class II (special controls). A radiographic contrast tray or radiology diagnostic kit intended for use with a stationary x-ray system only is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 892.9.
Predicate Devices
Nexus DR Digital X-ray Imaging System (with Stitching) (K183212)
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March 8, 2019
Image /page/0/Picture/1 description: The image contains the logo of the U.S. Food and Drug Administration (FDA). On the left is the Department of Health & Human Services logo. To the right of that is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
Varex Imaging Corporation % Mr. Michael G. Van Ryn Regulatory Affairs Analyst 121 Metropolitan Drive LIVERPOOL NY 13088
## Re: K190146
Trade/Device Name: Nexus DR Digital X-ray Imaging System (with Integrated Generator) Regulation Number: 21 CFR 892.1680 Regulation Name: Stationary x-ray system Regulatory Class: Class II Product Code: MQB, KPR Dated: January 22, 2019 Received: January 29, 2019
Dear Mr. Van Ryn:
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 devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see
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https://www.fda.gov/CombinationProducts/GuidanceRegulatoryInformation/ucm597488.htm); 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 http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/MedicalDevices/DeviceRegulationandGuidance/) and CDRH Learn (http://www.fda.gov/Training/CDRHLearn). 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 (http://www.fda.gov/DICE) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
Michael D. O'Hara
For
Thalia Mills, Ph.D. Director Division of Radiological Health Office of In Vitro Diagnostics and Radiological Health Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K190146
Device Name Nexus DR with Integrated Generator
#### Indications for Use (Describe)
The Varex Nexus DR Digital X-ray Imaging System is a high resolution digital imaging system intended to replace conventional film techniques, or existing digital systems, in multipurpose or dedicated applications specified below. The Nexus DR Digital X-ray Imaging System enables an operator to acquire, display, process, export images to portable media, send images over a network for long term storage and distribute hard-copy images with a laser printer. Image processing algorithms enable the operator to bring out diagnostic details difficult to see using conventional imaging techniques. Images can be stored locally for temporary storage. The major system components include an image receptor, computer, monitor and imaging software.
The Varex Nexus DR Digital X-ray Imaging System is intended for use in general radiographic examinations and applications (excluding fluoroscopy, angiography, and mammography).
| Type of Use (Select one or both, as applicable) |
|-------------------------------------------------|
|-------------------------------------------------|
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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K190146
Image /page/3/Picture/1 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of four vertical lines in different colors: dark blue, light green, yellow, and dark green. To the right of the "V" is the word "VAREX" in dark blue, with the word "IMAGING" in smaller font below it. The logo is clean and modern, and the colors are bright and eye-catching.
Varex Imaging Corporation 121 Metropolitan Drive Liverpool, NY 13088- USA www.vareximaging.com
### Section 3: 510(k) Summary
Date Revised: 03/06/2019
| Contact Person: | Michael Van Ryn<br>Regulatory Affairs Manager |
|----------------------|----------------------------------------------------------------------------|
| Telephone: | 315-234-6853 |
| Fax: | 315-234-6801 |
| Submitter Name: | Varex Imaging Corporation<br>121 Metropolitan Drive<br>Liverpool, NY 13088 |
| Subject Device | |
| Trade Name: | Nexus DR. Digital X-ray Imaging System<br>(with Integrated Generator) |
| Common Name: | Digital Radiographic System |
| Regulation: | 21 CFR 892.1680 |
| Classification Name: | Stationary X-ray System |
| Class: | II |
Primary Product Code: MQB
## Primary Predicate Device
| Trade Name: | Nexus DR. Digital X-ray Imaging System<br>(with Stitching) |
|----------------------|------------------------------------------------------------|
| Common Name: | Digital Radiographic System |
| Regulation: | 21 CFR 892.1680 |
| Classification Name: | Stationary X-ray System |
| Class: | II |
| Primary | Product Code: MQB |
| 510(k) Number: | K183212 |
### Reference Predicate Device:
| Trade Name: | CPI Rad Vision |
|-----------------------|-----------------------------|
| Common Name: | Digital Radiographic System |
| Regulation: | 21 CFR 892.1680 |
| Classification Name: | Stationary X-ray System |
| Class: | II |
| Primary Product Code: | KPR |
| 510(k) Number: | K122726 |
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Image /page/4/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of three vertical lines in blue, yellow, and green, followed by the text "VAREX" in blue. Below "VAREX" is the word "IMAGING" in smaller blue letters.
### Device Description:
The Varex Nexus DR. Digital X-ray Imaging System is a high resolution digital imaging system designed for digital X-ray imaging through the use of an X-ray detector. The Nexus DR. Digital X-ray Imaging System is designed to support general radiographic (excluding fluoroscopy, angiography, and mammography) procedures through a single common imaging platform.
The modified device consists of an X-ray imaging receptor, computer, monitor, and the digital imaging software and the optional Integrated Generator GUI software.
The Varex Nexus DR. Digital X-ray Imaging System is a configurable product platform designed to allow Varex to leverage the common components of digital X-ray imaging systems from which the following medical modalities can be served: General Radiography (excluding fluoroscopy, angiography, and mammography). The Nexus DR. Digital X-ray Imaging System is then configured to function on a computer with modality specific components, functionality and capabilities to complete the specific product package.
Like the predicate device, the modified Nexus DR. Digital X-ray Imaging System is in a class of devices that all use similar technology to acquire digital radiographic images. These devices convert X-rays into visible light that shines onto a TFT array, which converts the visible light into a digital electronic signal. This process is ultimately used for the same purpose as Radiographic film, to create an X-ray image.
Identical to the predicate device, the modified device is capable of interfacing with flat panel detectors in RAD Mode without utilizing an external I/O box to interface with the X-ray generator. The modified device also retains the ability to apply the grid suppression feature.
Similar to the already cleared Nexus DR™ Digital X-ray Imaging System with Stitching and CPI Rad Vision the modified device, Nexus DR™ Digital X-ray Imaging System (with Integrated Generator), has the same intended use for the DR application. The modified device, however, has the ability to allow the operator to control the CPI CMP200 X-ray generator through the Nexus DR™ Graphical User Interface (GUI). All control functions currently available to the operator on the CPI Membrane Rad Console will be available via the Nexus DR GUI. The Nexus DR Digital X-ray Imaging System can then store the images on the local computer, archive them to CD/DVD media, transfer them to Hard Copy format via DICOM printers, or transfer them to PACS reviewing stations in DICOM format.
#### Indications for Use:
The Varex Nexus DR. Digital X-ray Imaging System is a high resolution digital imaging system intended to replace conventional film techniques, or existing digital systems, in multipurpose or dedicated applications specified below. The Nexus DR. Digital X-ray Imaging System enables an operator to acquire, display, process, export images to portable media, send images over a network for long term storage and distribute hardcopy images with a laser printer. Image processing algorithms enable the operator to bring out diagnostic details difficult to see using conventional imaging techniques. Images can be stored locally for temporary storage. The major system components include an image receptor, computer, monitor and imaging software.
The Varex Nexus DR. Digital X-ray Imaging System is intended for use in general radiographic examinations and applications (excluding fluoroscopy, angiography, and mammography).
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Image /page/5/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of three vertical lines in different colors: blue, yellow, and green. To the right of the "V" is the text "VAREX" in blue, and below that is the text "IMAGING" in a smaller font, also in blue.
#### Technological Characteristics Comparison:
The Nexus DR. Digital X-ray Imaging System (with Integrated Generator) supports the same modality as the predicate device with similar components or imaging concepts, has the same Indications for Use as the predicate device, and delivers equivalent image quality as the predicate device. The comparison chart below reveals that functions performed by the predicate device are performed by the modified device for the DR application. Therefore, the modified device is substantially equivalent to the predicate device.
However, the modified device, Nexus DR. Digital X-ray Imaging System (with Integrated Generator), has the ability to allow the operator to control the CPI CMP200 X-ray generator through the Nexus DR™ Graphical User Interface (GUI). All control functions currently available to the operator on the CPI Membrane Rad Console will be available via the Nexus DR GUI. All other features and functions remain unchanged.
Through the use of a digital flat panel detector, the Nexus DR™ Digital X-ray Imaging System (with Integrated Generator) is capable of acquiring digital radiographic images, processing and then displaying them in high quality for clinical diagnosis. The Nexus DR™ Digital X-ray Imaging System can then store the images on the local computer, archive them to CD/DVD media, transfer them to Hard Copy format via DICOM printers, or transfer them to PACS reviewing stations in DICOM format.
Nexus DR™ Digital X-ray Imaging System (with Integrated Generator) is an additional feature to the stationary X-Ray system which allows the operator to control the CPI CMP200 X-ray generator through the Nexus DR™ Graphical User Interface (GUI). All control functions currently available to the operator on the CPI Membrane Rad Console will be available via the Nexus DR GUI. Acquired imaging can be stored on the local computer, archived to CD/DVD, transferred to Hard Copy format via DICOM printers. or transferred to a PACS reviewing station in DICOM format.
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Image /page/6/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of four vertical lines in different colors: blue, blue, yellow-green, and green. To the right of the "V" is the text "VAREX" in blue, with the word "IMAGING" in smaller letters below it.
## Comparison Chart:
| Feature/Item | Nexus DR™ Digital<br>X- ray Imaging<br>System (with<br>Stitching) | CPI Rad Vision | Nexus DR™<br>with Integrated<br>Generator |
|-----------------------------------------------------|------------------------------------------------------------------------------------------|--------------------------------------------------------------|-------------------------------------------|
| Device Type | Primary<br>Predicate Device | Secondary Predicate<br>Device | Subject Device |
| 510 (k) Number | K183212 | K122726 | Pending |
| Integrated CPI<br>CMP200<br>Generator | No | Yes | Same as<br>Secondary<br>Predicate Device |
| Panel<br>Acquisition<br>Mode | Vtrigger or RAD mode | Generator<br>synchronization | RAD mode only |
| External<br>Connectivity | DICOM 3.0 Compatible | DICOM 3.0 synchronization | Same |
| Operator<br>Console | Graphical User<br>Interface | Graphical User<br>Interface | Same |
| Image<br>Processor | Intel CPU Based PC | Intel CPU Based PC | Same |
| Image<br>Storage | Hard Drive | Hard Drive | Same |
| Operating<br>System | Windows 10 | Windows XP | Same as Primary<br>Predicate Device |
| Digital<br>Imaging<br>Systems<br>Digital<br>Imaging | Radiography modes<br>(remote control) - using a large flat panel detector<br>Radiography | | Same |
| Supported<br>Flat panels | Varian PaxScan<br>4343Rv3<br>Varian PaxScan<br>4336Wv4 | Varian PaxScan<br>4343R(v1)*<br>Varian PaxScan<br>4336R(v1)* | Same as K183212 |
| Power<br>Requirements | | 110/120V,<br>230/240V,<br>50/60 Hz | Same |
*these panels are not supported by the Subject Device (Nexus DR v4.3.0)
{7}------------------------------------------------
Image /page/7/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of four vertical lines in different colors: blue, yellow, blue, and green. To the right of the "V" is the word "VAREX" in blue, with the "X" in green. Below "VAREX" is the word "IMAGING" in smaller, blue letters.
Varex Imaging Corporation iverpool, NY 13088- USA www.vareximaging.com
#### Non-clinical Tests Discussion:
Non-clinical Data submitted is consistent with FDA guidance document "Guidance for Industry and/or for FDA Reviewers/Staff and/or Compliance: Guidance for the Submission of 510(k) 's for Solid State X-ray Imaging Devices" available at the website http://www.fda.gov/downloads/MedicalDevices/DeviceRegulationandGuidance/GuidanceDocuments/uc m073781.pdf.
Both non-clinical Verification and Validation testing was completed. Verification confirmed the technical functionality of the Nexus DR Integrated Generator design requirements while, Validation confirmed the design requirements of the Nexus DR Integrated Generator feature from a clinical workflow perspective.
Non-clinical Verification testing of the Nexus DR Integrated Generator feature was completed using a simulated (bench test) clinical environment and confirmed all design requirement associated with the integrated generator feature. Verification included testing service settings for configuring the generator, configuration and modification of the acquisition profile generator settings, confirming image acquisition, as well as a full system regression.
Non-clinical Validation testing was performed using a standard clinical workflow in a simulated (bench test) clinical environment to test the Integrated Generator feature in combination with other Nexus DR functions such as, Worklist Patients with Multiple Studies, Auto Position Advance and Auto DICOM Send. The validation of the Integrated Generator feature included confirming the initial generator settings or exposure factors upon opening a new patient study, confirming the correct detector is selected based on the active generator workstation, and confirming display of the generator data in the image overlay after an image acquisition has completed. The generator settings include: Workstation, focal spot, exposure mode, and technique factors.
Non-clinical Verification and Validation testing was completed in accordance with the Verification and Validation Protocols included with this submission. Protocols were designed, executed and documented per the Design Control Process with predetermined test methods and corresponding acceptance criteria. All associated tests described above completed successfully without errors and the both devices preformed as intended. In conclusion, all release criteria have been met and the Nexus DR Digital X-ray Imaging System with Integrated Generator is as safe and effective as the predicate devices and does not raise different questions of safety and effectiveness.
The table below outlines where the submitted verification and validation documentation are located.
| Verification Documents | VOL_010_Appendix J Verification Tests |
|------------------------|---------------------------------------|
| Validation Documents | VOL_011_Appendix K Validation Tests |
### Clinical Tests Discussion:
No clinical testing was performed as a result of this modification. However, Usability Testing was performed and the results of the Usability Tests can be found in VOL 011 Appendix K Validation Tests.
Please refer to Appendix O for the completed form "FDA 3674 Certification of Compliance with Clinical Trials".
### Standards and Guidance Documents:
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Image /page/8/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of four vertical lines in different colors: blue, blue, yellow, and green. To the right of the "V" is the word "VAREX" in blue, all capitalized. Below "VAREX" is the word "IMAGING" in smaller, capitalized letters.
Varex Imaging Corporation 121 Metropolitan Drive Liverpool, NY 13088- USA www.vareximaging.com
#### Electrical Safety and EMC Standards
The modified device conforms to these consensus standards and has passed all relevant required testing:
- IEC 60601-1-2 Edition 4.0 2014-02, Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and tests.
{9}------------------------------------------------
Image /page/9/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of three diagonal lines in blue, yellow, and green, followed by the word "VAREX" in blue. Below "VAREX" is the word "IMAGING" in a smaller, sans-serif font, also in blue.
Varex Imaging Corporation 121 Metropolitan Drive Liverpool, NY 13088- USA www.vareximaging.com
- IEC 60601-2-54 CONSOLIDATED VERSION Edition 1.1 2015-04. Medical electrical equipment - Part 2-54: Particular requirements for the basic safety and essential performance of X-ray equipment for radiography and radioscopy [Including: Amendment 2 (2018)]
- AAMI ANSI ES60601-1:2005/(R)2012 and A1:2012, C1:2009/(R)2012 and A2:2010/(R)2012; ● Medical electrical equipment - Part 1: General requirements for basic safety and essential performance
- IEC 60601-1-2 Edition 3: 2007-03; Medical electrical equipment Part 1-2: General requirements ● for basic safety and essential performance - Collateral standard: Electromagnetic compatibility -Requirements and tests (2007)
### Data Storage and Exchange Standards
The Nexus DR. Digital X-ray Imaging System is designed to meet American College of Radiology / American College of Cardiology / National Electrical Manufacturers Association DICOM. Version 3.0, Parts 1 through 8, Part 10 (Media Storage and File Formats), Part 11 (Media Storage Applications Profiles) and Part 12 (CD-R Annex):
- NEMA PS 3.1 3.20; Digital Imaging and Communications in Medicine (DICOM) Set (2016) .
### Radiation Control
The Nexus DR. Digital X-ray Imaging System meets the requirements of the Radiation Performance Standards of 21 CFR Subchapter J, applicable Sections 21 CFR 1020.30. 1020.31 and 1020.32.
Any video monitors chosen for this application meet the requirements of the Radiation Performance Standards of 21 CFR Subchapter J, applicable Section 21 CFR 1020.10.
Optical disk storage devices (reader and writer) comply with Radiation Performance Standards of 21 CFR Subchapter J, applicable Section 21 CFR 1040.10.
### Guidance
The following guidance documents were considered and utilized in the development of the modified device. Applicable identified requirements derived from these guidance documents have been met.
- Guidance for the Submission of 510(k)'s for Solid State X-ray Imaging Devices ●
- How to Prepare a Special 510(k)
- Guidance for Content of Premarket Submissions for Software Contained in Medical Devices ●
- Deciding When to Submit a 510(k) for a Change to and Existing Device ●
- Pediatric Information for X-ray Imaging Device Premarket Notifications
- Applying Human Factors and Usability Engineering to Medical Devices
- Use of Symbols in Medical Device Labeling
- Content of Premarket Submissions for Management of Cybersecurity in Medical Devices
- Refuse to Accept Policy for 510(k)s ●
- eCopy Program for Medical Device Submissions
- . Global Unique Device Identification Database (GUDID)
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Image /page/10/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of a stylized "V" made up of four vertical lines, with the second line from the left being yellow and the other three being blue. To the right of the "V" is the word "VAREX" in blue, and below that is the word "IMAGING" in a smaller font, also in blue.
#### Conclusion:
Based upon the results of Verification and Validation testing, the Nexus DR. Digital X-Ray Imaging System (with Integrated Generator) has no new indications for use, has no significant technological differences, and is as safe and effective as, does not raise different questions of safety and effectiveness and is therefore substantially equivalent to the above listed current legally marketed predicate device.
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Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.