The Examion X-AQS™ software, used together with a digital X-ray detector is a digital X-ray image processing system designed for acquiring images and processing acquired images. The main features of the software are controlling and interfacing the detector, acquiring images after X-ray, storing acquired images, managing data, optimizing window level and width of acquired images, rotating images, measuring images and other features used for imaging processing. The Examion X-AQS™ system is compatible with the DICOM 3.x communications standard. It can transfer images processed in PACS and print images with a film printer compatible with DICOM 3.x by using DICOM and network systems. Lossy compressed mammographic images and digitized film screen images must not be reviewed for primary image interpretations. Mammographic images may only be interpreted using a monitor that meets technical specification identified by FDA. Typical users of this system are trained professionals, e.g. physicians, radiologists, nurses, and medical technicians.
Device Story
Enterprise PACS software for digital X-ray image acquisition, processing, and management. Inputs: DICOM image data from digital X-ray detectors and other modalities (CT, MRT, US). Operation: Interfaces with X-ray detectors and generators to configure exposure parameters (kVp, mA, mAs); performs image enhancement (window/level, rotation, zoom, measurement, stitching); manages study data; supports DICOM 3.x, HL7, and JPEG standards. Output: Processed diagnostic images for review, storage, or printing. Used in clinical settings by trained professionals. Enhances workflow via integration with hospital networks and RIS workstations. Benefits: Facilitates efficient image handling, storage, and diagnostic review; supports standardized communication across clinical environments.
Clinical Evidence
Bench testing only. No clinical data provided. System performance verified against pre-determined functional requirements and software specifications; hazard analysis classified as moderate level of concern.
Technological Characteristics
Software-based PACS; DICOM 3.x, HL7, and JPEG compliant. Operates on standard network hardware (10/100/1000 Ethernet). Minimum display resolution 1024x768. Interfaces with digital X-ray detectors and generators via manufacturer-provided algorithms. Supports image manipulation (window/level, rotation, stitching, measurement).
Indications for Use
Indicated for trained professionals (physicians, radiologists, nurses, technicians) to acquire, process, store, manage, and review digital X-ray images. Contraindicated for creation of fluoroscopic, radioscopic, or angiographic images.
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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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
July 18, 2017
Examion GmbH % Mr. Carl Alletto Consultant OTech Inc. 8317 Belew Drive MCKINNEY TX 75071
Re: K170729
Trade/Device Name: Examion X-AQS™ Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: II Product Code: LLZ Dated: June 5, 2017 Received: June 9, 2017
Dear Mr. Alletto:
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 (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.
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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 at its toll-free number (800) 638 2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/Resourcesfor You/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 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 yours.
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
{2}------------------------------------------------
# Indications for Use
510(k) Number (if known) K170729
Device Name Examion X-AQSTM
#### Indications for Use (Describe)
The Examion X-AQS™ software, used together with a digital X-ray detector is a digital X-ray image processing system designed for acquiring images and processing acquired images. The main features of the software are controlling and interfacing the detector, acquiring images after X-ray, storing acquired images, managing data, optimizing window level and width of acquired images, rotating images, measuring images and other features used for imaging processing. The Examion X-AQS™ system is compatible with the DICOM 3.x communications standard. It can transfer images processed in PACS and print images with a film printer compatible with DICOM 3.x by using DICOM and network systems. Lossy compressed mammographic images and digitized film screen images must not be reviewed for primary image interpretations. Mammographic images may only be interpreted using a monitor that meets technical specification identified by FDA. Typical users of this system are trained professionals, e.g. physicians, radiologists, nurses, and medical technicians. Contraindications: Examion X-AQS™ is not intended for creation of fluoroscopic/ radioscopic. or angiographic images. The main functions of the Examion X-AQS™ system are: a) Acquisition and storage of digital X-ray images from a digital X-ray Detector, b) Input Study information (natient information, exam information), c) Management of stored (archived) images, d) Image processing for enhancement of archived images, e) Review of stored images, f) Editing of images, g) DICOM conformance (e.g. DICOM Storage, DICOM Work list, DICOM Print, etc.), h) For a DR system (X-ray machine and generator and Digital X-ray detector, etc.) or a need to interface with installed X-ray system, the . Ability to configure X-ray exposure condition (kVp, mA, Sec etc.) for various body parts and positions. · Communication between Generator Console and Examion X-AQS™. The X-ray generator control function depends on the X-ray Generator company. The X-ray generator is not part of the Examion X-AQS™ system since the Examion X-AQS™ system can only interface and control the Generator by the algorithm provided by the X-ray Company. The Examion X-AQS™ system can only select or change values of X-ray exposure parameters (kVp. mA second or kVp. mAs) according to the defined value determined by each X-rav company. The Examion X-AQS™ system does not control exposure and electrical charge and calibration X-ray. If the X-ray generator does not allow interfacing with external software the Examion X-AQS™ software cannot be interfaced with X-ray Generator.
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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information unless it displays a currently valid OMB number."
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This 510(k) Summary of Safety and Effectiveness information is being submitted in accordance with the requirements of SMDA 1990.
Date Prepared:
June 5, 2017
Submitter's Information: 21 CFR 807.92(a)(1)
Mr. Andreas Oppermann Chief Executive Officer (CEO) Examion GmbH Erich-Herion Strassa 37 70736 Fellbach, Germany Phone: +49-711-12-0002-263 Fax: +49-711-12-0002-22 Email: oppermann@examion.com
Trade Name, Common Name and Classification: 21 CFR 807.92(a)(2)
| Trade Name: | EXAMION X-AQS™ |
|------------------------|-----------------------------------------|
| Common Name: | Picture Archiving Communications System |
| Device Classification: | 892.2050 System, Image Processing |
| Product Code: | LLZ |
Predicate Device: 21 CFR 807. 92(a)(3)
| Device Classification Name | system, image processing, radiological |
|------------------------------|------------------------------------------------------|
| 510(k) Number | K123650 |
| Device Name | ARIX RAD ACQUISITION CONSOLE |
| Applicant | COMPANIA MEXICANA DE RADIOLOGIA<br>CGR, S.A. DE C.V. |
| Regulation Number | 892.2050 |
| Classification Product Code | LLZ |
| Date Received | 11/27/2012 |
| Decision Date | 02/20/2013 |
| Decision | substantially equivalent (SE) |
| Regulation Medical Specialty | Radiology |
| 510k Review Panel | Radiology |
| summary | summary |
| Type | Traditional |
Device Description: 21 CFR 807 92(a)(4)
The EXAMION X-AQS system is an enterprise Picture Archiving and Communications System (PACS) used to handle DICOM digital medical images and other associated data.
The system enables the receipt of DICOM images from various imaging devices (modalities) like CT, MRT, US DICOM and enables their storage, retrieval, distribution,
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# 510(k) Summary of Safety and Effectiveness
image manipulation and examination for diagnostic purposes, annotation and report generation The EXAMION X-AQS software system is customizable and scalable to meet various enterprise functional and size requirements. It is a standard based system Integrating the Health Enterprise (IHE) profiles. Digital Imaging and Communications in Medicine (DICOM). Joint Photographic Expert Group (JPEG) and Health Level Seven (HL-7) protocol standards for managing digital medical images as well as patient data. The EXAMION X-AQS supports all types of diagnostic radiographic images, mammography, endoscopy and multi-frame studies. The EXAMION X-AQS console comprise of two major components:
- . EXAMION X-AQS PACS Server: A server receives image data in DICOM format from archives, modalities and workstations via universal connections via the hospital network. EXAMION X-AQS PACS Server provides archiving for short term and long term archive. The system provider has to take own appropriate means like redundancy for safety against data loss.
- . EXAMION X-AQS PACS Viewer: Client server system that is used to view, edit, manipulate, annotate, and analyze imaqe that are stored on EXAMION X-AQS PACS server.
All acquired image data is preserved in the format in which it is received. Changes may be made to the presentation of the image. These changes are saved as a display definition (Presentation states) only and do not alter the acquired image pixel data. All display definitions can be reversed to the original state at any time System interfaces The EXAMION X-AQS software acts in two different ways based on the application. Firstly, as EXAMION X-AQS PACS system involves the interaction between various input devices like RIS work station, diagnostic station (or monitors) or Twain scanner documentation, US grabber, Digitizer CR and DR or any DICOM device and output device. Secondly as a standalone acquisition station which receives images from 3rd party RIS work station and sends to 3rd party PACS systems. The following block diagrams showing the major components of the larger system and interconnections that may be helpful to understand the Examion X-AQS in detail
#### Indications for Use: 21 CFR 807 92(a)(5)
The Examion X-AQS™ software, used together with a digital X-rav detector is a digital Xray image processing system designed for acquiring images and processing acquired images. The main features of the software are controlling and interfacing the detector, acquiring images after X-ray, storing acquired images, managing data, optimizing window level and width of acquired images, rotating images, zooming images, measuring images and other features used for imaging processing. The Examion X-AQS™ system is compatible with the DICOM 3.x communications standard. It can transfer images processed in PACS and print images with a film printer compatible with DICOM 3.x by using DICOM and network systems.
Lossy compressed mammographic images and digitized film screen images must not be reviewed for primary image interpretations. Mammographic images may only be interpreted using a monitor that meets technical specification identified by FDA. Typical users of this system are trained professionals, e.g. physicians, radiologists, nurses, and medical technicians.
Contraindications: Examion X-AQS™ is not intended for creation of fluoroscopic/ radioscopic, or angiographic images.
The main functions of the Examion X-AQS™ system are:
- a) Acquisition and storage of digital X-ray images from a digital X-ray Detector.
- b) Input Study information (patient information, exam information).
- Management of stored (archived) images. c)
{5}------------------------------------------------
- d) Image processing for enhancement of archived images.
- e) Review of stored images.
- f) Editing of images.
- DICOM conformance (e.g. DICOM Storage, DICOM Work list, DICOM Print, etc.) g)
- For a DR system (X-ray machine and generator and Digital X-ray detector, etc.) h) or a need to interface with installed X-ray system, the:
- Ability to configure X-ray exposure condition (kVp, mA, Sec etc.) for various . body parts and positions.
- Communication between Generator Console and Examion X-AQS™. .
The X-ray generator control function depends on the X-ray Generator company. The Xray generator is not part of the Examion X-AQS™ system since the Examion X-AQS™ system can only interface and control the Generator by the algorithm provided by the Xray Company. The Examion X-AQS™ system can only select or change values of X-ray exposure parameters (kVp, mA second or kVp mAs) according to the defined value determined by each X-ray company.
The Examion X-AQS™ system does not control exposure and electrical charge and calibration X-ray. If the X-ray generator does not allow interfacing with external software the Examion X-AQS™ software cannot be interfaced with X-ray Generator.
### Technological Characteristics: 21 CFR 807 92(a)(6)
EXAMION X-AQS™ device is a software product that acquires, handles, displays and manages digital medical images. The device does not contact the patient, nor does it control any life sustaining devices. A physician, providing ample opportunity for competent human intervention interprets images and information being displayed and printed. The general features and functions of the device are:
| Feature/Function | Predicate Device | Subject Device | Difference if<br>Any |
|----------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------|
| Intended Use | Software, used together<br>with a digital X-ray<br>detector is a digital X-ray<br>image processing system<br>designed for acquiring<br>images and processing<br>acquired images. The<br>main features of the<br>software are controlling<br>and interfacing the<br>detector, acquiring images<br>after X-ray, storing<br>acquired images,<br>managing data, optimizing<br>window level and width of<br>acquired images, rotating<br>images, zooming images,<br>measuring images and<br>other features used for<br>imaging processing. | Software, used together<br>with a digital X-ray<br>detector is a digital X-ray<br>image processing system<br>designed for acquiring<br>images and processing<br>acquired images. The<br>main features of the<br>software are controlling<br>and interfacing the<br>detector, acquiring images<br>after X-ray, storing<br>acquired images,<br>managing data, optimizing<br>window level and width of<br>acquired images, rotating<br>images, zooming images,<br>measuring images and<br>other features used for<br>imaging processing. | Substantially the<br>same |
| Intended user | Radiologist | Radiologist | None |
| Network | 10/100/100 Ethernet | 10/100/100 Ethernet | Substantially the<br>same |
| Monitor | Above 19inch monitor<br>(Above 1280x900) | Minimum display<br>resolution 1024 X 768 | Substantially the<br>same |
| Feature/Function | Predicate Device | Subject Device | Difference if<br>Any |
| User<br>interaction/input | Mouse, keyboard, touch<br>monitor | Mouse, keyboard, touch<br>monitor | Substantially the<br>same |
| Import / export<br>images | Yes | Yes | Substantially the<br>same |
| Acquisition<br>devices | Computed radiography<br>Digital X-Ray detector | DR | Slight<br>difference.<br>Subject device<br>only<br>uses Digital X-<br>Ray<br>detectors to<br>acquire<br>images, |
| Imaging interfaces | Yes | Yes | Substantially the<br>same |
| Image<br>organization | Yes. Patient ID, Name,<br>study instance UDI | Yes | Substantially the<br>same |
| Image search<br>available | Yes | Yes | Substantially the<br>same |
| Image storage | Yes | Yes | Substantially the<br>same |
| Image viewing | Yes | Yes | Substantially the<br>same |
| Image<br>measurement | Yes | Yes | Substantially the<br>same |
| Image<br>annotation | Yes | Yes | Substantially the<br>same |
| Image<br>operations | Yes | Yes | Substantially the<br>same |
| Security | Yes | Yes | Substantially the<br>same |
| DICOM 3.0<br>compatibility | Yes | Yes | Substantially the<br>same |
| Generator Control | Yes | Yes | Substantially the<br>same |
| Generator<br>Control Protocol | Yes | Yes | Substantially the<br>same |
| RAW Image data<br>processing | Yes | Yes | Substantially the<br>same |
| Post image data<br>processing | Yes | Yes | Substantially the<br>same |
| Worklist | Yes | Yes | Substantially the<br>same |
| Patient<br>size/Laterality | Yes | Yes | Substantially the<br>same |
| Display<br>radiographic<br>technique, kV,<br>mA, ms, mAs | Yes | Yes | Substantially the<br>same |
| Thumbnail<br>viewing | Yes | Yes | Substantially the<br>same |
| Feature/Function | Predicate Device | Subject Device | Difference if<br>Any |
| Login | Yes | Yes | Substantially the same |
| New patient<br>manual register | Yes | Yes | Substantially the same |
| X-Ray generator<br>window | Yes | Yes | Substantially the same |
| Bucky selection | Yes | Yes | Substantially the same |
| Body part | Yes | Yes | Substantially the same |
| Generator status<br>display | Yes | Yes | Substantially the same |
| Image reset | Yes | Yes | Substantially the same |
| panning | Yes | Yes | Substantially the same |
| Magnify glass | Yes | Yes | Substantially the same |
| Fit image | Yes | Yes | Substantially the same |
| Stitching | Yes | Yes | Substantially the same |
| Series/Image list | Yes | Yes | Substantially the same |
{6}------------------------------------------------
# 510(k) Summary of Safety and Effectiveness
{7}------------------------------------------------
# 510(k) Summary of Safety and Effectiveness
#### Testing
The complete system configuration has been tested at the factory and the device has passed all in-house pre-determined testing criteria without significant failures. The data presented in the submission demonstrates that EXAMION X-AQS™ performs all required actions according to the functional requirements specified in the Software Requirements Specification and the User Manual with no errors that had an impact on safety or efficacy.
### Conclusion: 21 CFR 807 92(b)(1)
The 510 (k) Pre-Market Notification for EXAMION X-AQS™ contains adequate information and data to enable FDA - CDRH to determine substantial equivalence to the predicate device. EXAMION X-AQS™ has been and will be manufactured in accordance with the voluntary standards listed in the enclosed voluntary standard survey. The submission contains the results of a hazard analysis and the "Level of Concern for potential hazards has been classified as "Moderate".
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Learn the FDA Browser
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
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.