Nexus DR Digital X-ray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3)
Applicant
Varex Imaging Corporation
Product Code
MQB · Radiology
Decision Date
Oct 24, 2017
Decision
SESE
Submission Type
Special
Regulation
21 CFR 892.1680
Device Class
Class 2
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).
Device Story
Nexus DR is a digital X-ray imaging system; replaces conventional film or existing digital systems. Inputs: X-ray radiation captured by PaxScan 4343RC or 4343Rv3 flat panel detectors. Operation: X-rays converted to visible light via scintillator; light converted to digital electronic signal by TFT array. System includes computer, monitor, and imaging software. Used in clinical settings by operators to acquire, process, and display images. Features grid suppression; interfaces with X-ray generators via external I/O box (RAD Mode) or automatic exposure detection (vTrigger Mode). Outputs: Digital images stored locally, archived to CD/DVD, printed via DICOM printers, or transferred to PACS. Benefits: High-quality diagnostic images; improved visualization of diagnostic details via image processing algorithms; efficient digital workflow.
Clinical Evidence
No clinical data. Substantial equivalence established via bench testing, including electrical safety (AAMI ANSI ES60601-1), EMC (IEC 60601-1-2), and performance validation protocols consistent with FDA guidance for solid-state X-ray imaging devices.
Technological Characteristics
Materials: a-Si sensor array with CsI or Gd2O2S:TB scintillator. Dimensions: 17" x 17". Connectivity: DICOM 3.0, networked. Software: Windows 10-based PC. Power: 110/120V or 230/240V, 50/60 Hz. Standards: AAMI ANSI ES60601-1, IEC 60601-1-2, 21 CFR Subchapter J (1020.30, 1020.31, 1020.32).
Indications for Use
Indicated for general radiographic examinations and applications, excluding fluoroscopy, angiography, and mammography, in patients requiring diagnostic X-ray imaging.
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 Grid Suppression) (K171138)
Submission Summary (Full Text)
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Image /page/0/Picture/0 description: The image shows the logo for the U.S. Food and Drug Administration (FDA). The logo consists of two parts: the Department of Health & Human Services seal on the left and the FDA acronym with the full name of the agency on the right. The FDA part of the logo is in blue, with the acronym in a blue square and the full name written out to the right of it. The full name reads "U.S. Food & Drug Administration".
October 24, 2017
Varex Imaging Corporation % Ms. Catherine Mulcahy Regulatory Affairs Manager 121 Metropolitan Drive LIVERPOOL NY 13088
## Re: K172951
Trade/Device Name: Nexus DR Digital X-ray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) Regulation Number: 21 CFR 892.1680 Regulation Name: Stationary x-ray system Regulatory Class: II Product Code: MOB Dated: September 27, 2017 Received: September 28, 2017
Dear Ms. Mulcahy:
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. 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); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
U.S. Food & Drug Administration 10903 New Hampshire Avenue Silver Spring, MD 20993 www.fda.qov
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If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education (DICE) at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address http://www.fda.gov/MedicalDevicesforYou/Industry/default.htm. 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 the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education (DICE) at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely,
Michael D. O'Hara For
Robert Ochs, 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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| | The Difetin Difting bung System (with Pax System and Pax Sean 4345 W | Device Name |
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| See PRA Statement below. | ndications for Use | |
| Expiration Date: 06/30/2020<br>Form Approved: OMB No: 0810-0120 | DEPARTMENT OF HEALTH AND HUMMA SERVICES<br>Food and Drug Administration | |
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Image /page/3/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: dark blue, light yellow, and green. To the right of the "V" is the word "VAREX" in dark blue and green. Below "VAREX" is the word "IMAGING" in smaller, dark blue letters.
# Section 3: 510(k) Summary
| Date Prepared: | 9/25/17 | |
|----------------------------------------------|-------------------------------------------|--|
| Contact Person: | Catherine Mulcahv | |
| | Regulatory Affairs Manager | |
| Telephone: | 315-234-6853 | |
| Fax: | 315-234-6801 | |
| Submitter Name: | Varex Imaging Corporation | |
| | 121 Metropolitan Drive | |
| | Liverpool, NY 13088 | |
| Subject Device | | |
| Trade Name: | Nexus DR™ Digital X-ray Imaging System | |
| | (with PaxScan 4343RC and PaxScan 4343Rv3) | |
| 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 Grid Suppression) |
|-----------------------|-------------------------------------------------------------------|
| 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: | K171138 |
### 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, PaxScan 4343RC or PaxScan 4343Rv3, computer, monitor, and the digital imaging 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 121 Metropolitan Park Drive, Liverpool, New York 13088
Main Document - Section 3 - Page 1 of 7
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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 of three vertical lines in different colors: dark blue, light yellow, and green. To the right of the "V" is the word "VAREX" in dark blue, with the "EX" in green. Below the word "VAREX" is the word "IMAGING" in smaller, dark blue letters.
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 DRTM 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 a PaxScan flat panel detector in vTrigger Mode or RAD Mode utilizing an external I/O box to interface with compatible X-ray generators, in non-integrated mode. The modified device also retains the ability to apply the grid suppression feature.
However, the modified device is capable of interfacing with the Varex PaxScan 4343RC and PaxScan 4343Rv3 detectors. The main difference between the additional detector models is mechanical; the PaxScan 4343RC is a cassette-sized portable tethered version whereas the PaxScan 4343v3 is utilized in a fixed configuration. Through the use of a digital flat panel detector, and a non-integrated generator, the Nexus DR™ Digital X-ray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) 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.
### 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 the word "VAREX" in blue, with the "X" in green. To the left of the word is a stylized "V" made up of three lines in blue, yellow, and green. Below the word "VAREX" is the word "IMAGING" in smaller, blue letters.
#### Technological Characteristics Comparison:
The Nexus DR™ Digital X-ray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) 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 PaxScan 4343RC and PaxScan 4343Rv3), has the additional ability to interface with the PaxScan 4343RC and PaxScan 4343Rv3 detectors in RAD Mode or vTrigger Mode with the grid suppression feature. Only minor modifications were necessary to provide the ability to interface with these additional detectors. All other features and functions remain unchanged.
The Nexus DR™ Digital X-ray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) operating in RAD Mode (Panel Acquisition Mode) is designed to communicate with X-ray generators that provide Select, Prep and Request signals. The Nexus DR™ Digital X-ray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) utilizes an external I/O box to interface with compatible X-ray generators; not integrated. If an X-ray generator does not provide Select, Prep and Request signals, vTrigger Mode (AED) is used; thus no connection to the generator is required.
| Feature/Item | Nexus DRTM<br>Digital X-ray Imaging<br>System (Grid<br>Suppression) | Nexus DRTM<br>Digital X-ray Imaging<br>System (PaxScan<br>4343RC, 4343Rv3) |
|----------------------------|---------------------------------------------------------------------|----------------------------------------------------------------------------|
| Device Type | Predicate Device | Subject Device |
| 510 (k) Number | K171138 | TBD |
| Flat Panel<br>Detector | Varex<br>PaxScan 4336Wv4 | Varex<br>PaxScan 4343RC/<br>PaxScan 4343Rv3 |
| Detector<br>Material | a-Si sensor array with<br>CsI or Gd2O2S:TB<br>scintillator | Same |
| Detector<br>Dimensions | 17" x 14" | 17" x 17" |
| Pixel<br>Size | 139 x 139 microns | Same |
| Detector Element<br>Matrix | 3072 x 2560 | 3072 x 3072 |
| Dynamic<br>Range | 16 bits | Same |
| QVAL<br>(Uniformity) | 14.1 +/- 3.8 | 17.3 +/- 4.2 |
## Comparison Chart:
121 Metropolitan Park Drive, Liverpool, New York 13088 Main Document - Section 3 - Page 3 of 7
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Image /page/6/Picture/0 description: The image is a logo for Varex Imaging. The logo consists of the word "VAREX" in blue, with the word "IMAGING" in smaller letters underneath. To the left of the word "VAREX" are four vertical lines, three of which are blue and one of which is yellow. The logo is simple and modern, and it is likely used to represent the company's brand.
| Spatial<br>Resolution | 3.2 lp/mm | Same |
|------------------------------------|---------------------------------------------------------------|---------------------------------------------------------------|
| Modulation<br>Transfer Function | 0.9 @ 1 cycle/mm<br>0.25 @ 2 cycles/mm<br>0.17 @ 3cycles/mm | 0.55 @ 1 cycle/mm<br>0.27 @ 2 cycles/mm<br>0.14 @ 3cycles/mm |
| Detective<br>Quantum<br>Efficiency | 0.58 @ 1 cycle/mm<br>0.43 @ 2 cycles/mm<br>0.26 @ 3 cycles/mm | 0.55 @ 1 cycle/mm<br>0.43 @ 2 cycles/mm<br>0.30 @ 3 cycles/mm |
| External<br>Connectivity | DICOM<br>3.0 Compatible | Same |
| Operator<br>Console | Graphical User<br>Interface | Same |
| Image<br>Processor | Intel CPU Based PC | Same |
| Image<br>Storage | Hard Drive | Same |
| Operating<br>System | Windows 10 | Same |
| Image Acquisition<br>Cycle Time | 12 seconds | 9 seconds |
| Power<br>Requirements | 110/120V,<br>230/240V,<br>50/60 Hz | Same |
| Grid<br>Suppression | Yes | Same |
| Panel Acquisition<br>Mode | vTrigger<br>or RAD Mode | Same |
| Generator<br>Interface | Applicable* | Same |
* Generators meeting these requirements can be interfaced with the Nexus DR™ Digital X-ray Imaging System (with PaxScan 4343RC or PaxScan 4343Rv3) in RAD Mode.
- -The Generator/Handswitch/Console shall (allow the user to) provide Select, Prep and Request radiographic exposure signals in the form of digital signals.
- The Generator shall be capable of accepting Expose signals available as relay outputs.
For example, the following generators are capable of interfacing with the Nexus DR™ Digital X-ray Imaging System in RAD Mode.
| Manufacturer | Model |
|--------------|----------------|
| Bennett | HFQ-1250P |
| Bennett | HFQ-1000 |
| CGR | Prestilix 1600 |
| CPI | CMP200 |
| CPI | Indico 100 |
| CPI | IQ |
| CPI | Millennia |
121 Metropolitan Park Drive, Liverpool, New York 13088 Main Document - Section 3 - Page 4 of 7
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Image /page/7/Picture/0 description: The image is the logo for Varex Imaging. The logo consists of the letter V, which is made up of three vertical lines in different colors: blue, yellow, and green. To the right of the V is the word "VAREX" in blue. Below the word "VAREX" is the word "IMAGING" in a smaller font size, also in blue.
| Continental | TM |
|------------------|--------------|
| DELL | ATC 525 |
| DELL | MP-500 |
| DELL | ATC 725 |
| Electromed | All Series |
| EMD | Epsilon |
| Gendex | ATC 525 |
| General Electric | MVP |
| General Electric | MPS |
| Holigic | TM |
| IMD | Atlas 100-30 |
| Gendex | ATC 725 |
| K&S Rontgenwerks | HFe |
| Philips | Optimus 80 |
| Picker | Convix |
| Picker | MTS |
| Picker | Synergen |
| Quantum | Odyssey |
| Sedecal | HF |
| Sedecal | SHF |
| Shimadzu | UD150-10 |
| Siemens | Polydoros 80 |
| Siemens | Polydoros IT |
| Summit | Innovet |
| Spellman | HFE |
| Toshiba | KX080 |
| Trex | TM |
| Universal | MP-500 |
### 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/Guidanc eDocuments/ucm073781.pdf.
Validation was completed in accordance with the Validation Protocols included with this submission. Protocols were designed, executed and documented according to the Design Validation process with predetermined test methods and corresponding acceptance criteria. In conclusion, all release criteria have been met and the Nexus DR™ Digital Xray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) is as safe and
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effective as the predicate devices and does not raise different questions of safety and effectiveness.
#### Clinical Tests Discussion:
Clinical images were not necessary to establish substantial equivalence based on the modifications to the device (the PaxScan 4343RC and PaxScan 4343Rv3 Flat Panel Detectors use identical technology as the predicate device image detector), and bench testing results provide enough evidence that the subject device works as intended.
#### Standards and Guidance Documents:
#### Electrical Safety and EMC Standards
The modified device conforms to these consensus standards and has passed all relevant required testing:
- 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 (2011)
### 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
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Image /page/9/Picture/0 description: The image shows the logo for Varex Imaging. The logo consists of the letter V, which is made up of three vertical lines in different colors. The first line is dark blue, the second line is yellow, and the third line is green. To the right of the letter V is the word "VAREX" in dark blue, and below that is the word "IMAGING" in smaller letters.
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) ●
### Conclusion:
Based upon the results of Verification and Validation testing, the Nexus DR™ Digital Xray Imaging System (with PaxScan 4343RC and PaxScan 4343Rv3) 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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At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
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.