K253784 · Singular Health Pty, Ltd. · LLZ · Jan 8, 2026 · Radiology
Device Facts
Record ID
K253784
Device Name
3DICOM MD Cloud
Applicant
Singular Health Pty, Ltd.
Product Code
LLZ · Radiology
Decision Date
Jan 8, 2026
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.2050
Device Class
Class 2
Attributes
Software as a Medical Device
Indications for Use
3DICOM MD Cloud is intended for use as a diagnostic and analysis tool for multi-modality medical images and their associated reports and information, enabling qualified healthcare professionals from hospitals, imaging centres, radiologists, and reading practices to view patient images, documents, and related data. 3DICOM MD Cloud enables qualified users to manipulate medical images, create markups, and perform measurements using a range of tools. 3DICOM MD Cloud is not intended for diagnostic use with mammography images. Usage for mammography is for reference and referral only. 3DICOM MD Cloud is not intended for diagnostic use on mobile devices.
Device Story
3DICOM MD Cloud is a web-based software as a medical device (SaMD) for diagnostic viewing/analysis of multi-modality DICOM images. Input: DICOM studies from site-provisioned cloud storage. Operation: Authorized users access studies via desktop web browsers to perform 2D multi-planar viewing (MPR), 3D visualization, window/level adjustments, measurements (line, poly-line, bi-directional, rectangle, angle, freehand ROI, circle, ellipse, Cobb angle), and annotations. Output: Visualized images, DICOM-structured reports, and exported snapshots/measurement tables. Used in clinical settings by healthcare professionals. The device does not generate automated diagnoses or clinical interpretations. Benefits include remote access to diagnostic-quality imaging and standardized measurement tools for clinical decision-making.
Clinical Evidence
Bench testing only. No clinical data was required. Software verification and validation activities were performed in accordance with FDA guidance, including measurement accuracy and usability testing. Cybersecurity controls were validated per FDA guidance.
Technological Characteristics
Web-based SaMD hosted on cloud/server infrastructure. Compatible with Windows, macOS, and Linux via desktop browsers (Chrome, Edge, Safari, Firefox). Supports CT, MRI, XR, US, and PET modalities. Features include 2D/3D visualization, windowing, and measurement tools. Cybersecurity implemented per FDA guidance. No hardware components; software-only.
Indications for Use
Indicated for qualified healthcare professionals (hospitals, imaging centers, radiologists, reading practices) to view, manipulate, markup, and measure multi-modality medical images (CT, MRI, XR, US, PET). Not for diagnostic use with mammography images (reference/referral only). Not for diagnostic use on mobile devices.
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).
{0}
FDA U.S. FOOD & DRUG ADMINISTRATION
January 8, 2026
Singular Health Pty, Ltd.
Andre Marchezini Rocha
Chief Quality Officer
E3/661 Newcastle St.
Leederville, 6007
Australia
Re: K253784
Trade/Device Name: 3DICOM MD Cloud
Regulation Number: 21 CFR 892.2050
Regulation Name: Medical Image Management And Processing System
Regulatory Class: Class II
Product Code: LLZ
Dated: November 17, 2025
Received: November 26, 2025
Dear Andre Marchezini Rocha:
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 (the 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 available 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.
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
{1}
K253784 - Andre Marchezini Rocha
Page 2
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
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 Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reporting-combination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-devices/medical-device-safety/medical-device-reporting-mdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See
{2}
K253784 - Andre Marchezini Rocha
Page 3
the DICE website (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
Jessica Lamb, Ph.D.
Assistant Director
Imaging Software Team
DHT8B: Division of Radiological Imaging
Devices and Electronic Products
OHT8: Office of Radiological Health
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
{3}
FORM FDA 3881 (8/23)
Page 1 of 1
PSC Publishing Services (301) 443-6740
EF
| DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration Indications for Use | Form Approved: OMB No. 0910-0120 Expiration Date: 07/31/2026 See PRA Statement below. |
| --- | --- |
| 510(k) Number (if known) | |
| K253784 | |
| Device Name | |
| 3DICOM MD Cloud | |
| Indications for Use (Describe) | |
| 3DICOM MD Cloud is intended for use as a diagnostic and analysis tool for multi-modality medical images and their associated reports and information, enabling qualified healthcare professionals from hospitals, imaging centres, radiologists, and reading practices to view patient images, documents, and related data. 3DICOM MD Cloud enables qualified users to manipulate medical images, create markups, and perform measurements using a range of tools. 3DICOM MD Cloud is not intended for diagnostic use with mammography images. Usage for mammography is for reference and referral only. 3DICOM MD Cloud is not intended for diagnostic use on mobile devices. | |
| Type of Use (Select one or both, as applicable) ☑ Prescription Use (Part 21 CFR 801 Subpart D) ☐ Over-The-Counter Use (21 CFR 801 Subpart C) | |
| CONTINUE ON A SEPARATE PAGE IF NEEDED. | |
| This section applies only to requirements of the Paperwork Reduction Act of 1995. *DO NOT SEND YOUR COMPLETED FORM TO THE PRA STAFF EMAIL ADDRESS BELOW.* | |
| The burden time for this collection of information is estimated to average 79 hours per response, including the time to review instructions, search existing data sources, gather and maintain the data needed and complete and review the collection of information. Send comments regarding this burden estimate or any other aspect of this information collection, including suggestions for reducing this burden, to: Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff@fda.hhs.gov | |
| "An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number." | |
{4}
singular health
# 3DICOM MD Cloud 510(k) Summary
Submitter information
| Submitter | Singular Health Pty Ltd
E3/661 Newcastle St
Leederville WA 6007
AUSTRALIA |
| --- | --- |
| Contact person | Andre Marchezini Rocha
Chief Quality Officer
Singular Health
amarchezini@singular.health
P: +61 1300 167 795 |
| Date prepared | 10 November 2025 |
Subject device information
| Trade/Proprietary name | 3DICOM MD Cloud |
| --- | --- |
| Model number | v1.0.0 |
| Regulation number | 892.2050 |
| Regulation name | Medical Image Management and Processing System |
| Product class | LLZ |
| Review panel | Radiology |
| Class | II |
# Device Description
3DICOM MD Cloud is a software as a medical device that provides diagnostic viewing and analysis of multi-modality DICOM images in a secure, web-based, cloud/server-hosted environment. Authorized users access studies from site-provisioned cloud storage sources and perform 2D multi-planar viewing (MPR) and 3D visualization, apply window/level and other standard adjustments, make 2D measurements and annotations, generate a DICOM-structured report summarizing tracked measurements, and export snapshots/measurement tables. The device does not generate diagnoses or provide automated clinical interpretation.
# Indications for Use
3DICOM MD Cloud is intended for use as a diagnostic and analysis tool for multi-modality medical images and their associated reports and information, enabling qualified healthcare professionals from hospitals, imaging centres, radiologists, and reading practices to view patient images, documents, and related data. 3DICOM MD Cloud enables qualified users to manipulate medical images, create markups, and perform measurements using a range of tools.
3DICOM MD Cloud is not intended for diagnostic use with mammography images. Mammography usage is for reference and referral only. 3DICOM MD Cloud is not intended for diagnostic use on mobile devices.
{5}
# Predicate Devices
Primary predicate (FlexView Diagnostic)
| Item | Detail |
| --- | --- |
| Device name | FlexView Diagnostic |
| 510(k) number | K233226 |
| Manufacturer | Radical Imaging LLC |
| Regulation number | 21 CFR 892.2050 |
| Regulation name | Medical Image Management and Processing System |
| Product code | LLZ |
Reference device (3Dicom MD)
| Item | Detail |
| --- | --- |
| Device name | 3Dicom MD |
| 510(k) number | K222470 |
| Manufacturer | Singular Health Pty Ltd |
| Regulation number | 21 CFR 892.2050 |
| Regulation name | Medical Image Management and Processing System |
| Product code | LLZ |
The primary predicate supports intended use and technological characteristics for a web-based diagnostic viewer; the reference predicate supports technical lineage from the sponsor's previously cleared client-installed application. The predicates have not been subject to a design-related recall.
Predicate Device Comparison
| Feature | 3DICOM MD Cloud (Subject) | FlexView Diagnostic (Primary Predicate) | Comments |
| --- | --- | --- | --- |
| Intended Use | Diagnostic viewing and analysis of multi-modality medical images with associated information; supports mark-ups, measurements, applicable 3D visualization; not for diagnostic use with mammography; not for diagnostic use on mobile devices. | Diagnostic viewing and analysis of multi-modality medical images with associated information; supports mark-ups, measurements, 3D visualization; not for diagnostic use with mammography; not for diagnostic use on mobile devices. | Same intended use and limitations. |
| Mammographic Use | No (diagnostic) | No (diagnostic) | Same |
| DICOM Image Loading and Visualization | Yes (loads DICOM objects from 3DICOM cloud storage). | Yes | Both load and visualize DICOM images. |
| Can Search Patient Study Data | Yes (within provisioned 3DICOM cloud study lists). | Yes | Same |
| User Authentication | Yes | Yes | Same |
| Window/Level Adjustments | Yes. | Yes | Same |
{6}
| Control the Image View: Rotate, Pan, and Zoom | Yes | Yes | Same |
| --- | --- | --- | --- |
| Image Display Operations | Flip horizontal, vertical
Rotate left, right
Reset
Magnification
Scroll
Layout 1x1 -3x3
Thumbnails left, right, top, bottom
Volumetric rendering | Flip horizontal, vertical
Rotate left, right
Reset
Magnification
Scroll
Layout 1x1 -3x3
Thumbnails left, right, top, bottom
Volumetric rendering | Same |
| 2D Measurement Functions Included | Line
Poly-line
Bi-directional,
Rectangle
Angle
Freehand ROI
Circle
Ellipse
Cobb angle | Line
Poly-line
Bi-directional,
Rectangle
Angle
Freehand ROI | Subject includes,
circle, ellipse and
Cobb angle; predicate
does not. However
this does not raise any
concerns as the
reference predicate
device supports these
measurement
functions. |
| Text Annotations | Yes | Yes | Same |
| Report Generation | Yes | Yes | Same |
| Print Reports | PDF | PDF | Same |
| Export | Yes | Yes | Same |
| Share Function | Yes | No | The subject device
allows saving and
exporting of sessions
to other users. |
| DICOM Windowing | Yes | Yes | Same |
| Imaging Modalities | CT
MRI
XR
US
PET | CT
MRI
XR
US | Subject additionally
supports PET. |
| Communications | API (cloud-storage ingest
via 3DICOM cloud) | DICOM/DICOMweb and
PACS Connection | Principal architectural
difference. |
| Operating Systems Supported | Windows, macOS, Linux
(via supported desktop
browsers). | Windows, macOS, Linux
(via supported desktop
browsers). | Both are desktop
browser viewers; OS-
agnostic via the
browser. |
| Web Browsers Supported | Chrome, Edge, Safari,
Firefox (desktop). | Chrome, Edge, Safari,
Firefox (desktop). | Same |
| Mobile Device Support | No | No | Same |
| Store, Display, and Transfer Medical Images | Yes | Yes | Same |
| Connects to Existing PACS | No (ingest via 3DICOM
cloud storage only; no
direct PACS/DICOM
network). | Yes (institutional
PACS/VNA via
DICOM/DICOMweb). | Key architectural
difference. |
{7}
4
# Reference Predicate - 3Dicom MD
Reference predicate—3Dicom MD (K222470). 3Dicom MD is a locally installed desktop viewer (Windows/macOS) that connects to local/PACS/removable DICOM sources; supports CT, MR, and PET; includes ellipse, circle, and Cobb angle tools with ROI statistics; and offers broad image/research exports (e.g., JPEG/PNG, NIfTI/NRRD). It supports saving and exporting of sessions to other users and includes desktop collaboration/recording features. 3Dicom MD and 3DICOM MD Cloud follow the same master validation protocol, with the subject device adapted for the cloud environment. Cited solely for technical lineage; differences are chiefly deployment/workflow and do not raise new questions of safety or effectiveness.
# Performance Testing
Software verification and validation activities for 3Dicom MD Cloud were performed in accordance with FDA guidance, Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices (June 2023), including measurement accuracy and usability tests.
The documentation provided in this application meets the Basic level definition.
Singular Health has implemented security features for the device and data protection. Cybersecurity requirements, risk analysis, and mitigation were addressed in accordance with FDA guidance Cybersecurity in Medical Devices: Quality System Considerations and Content of Premarket Submission (June 2025).
No clinical testing was required to demonstrate safety or effectiveness for the subject device as the device's non-clinical (bench) testing was sufficient to support the intended use of the device.
# Evaluation of Similarities and Differences
- Intended use/indications: Similar to the primary predicate, with the same mammography and mobile-device limitations.
- Technological characteristics: All devices are medical image management and processing systems (21 CFR 892.2050, LLZ). The subject and the primary predicate are based on the same open-sourced software and share a similar code base.
- Principles of operation: Load → display → manipulate → measure/annotate → export are comparable across the devices/web browsers.
Observed differences (e.g., specific UI layout, omission of some measurement tools, additional modality support (PET scan), integration with user account management, sharing of saved sessions, etc) do not raise new questions of safety or effectiveness. They are mitigated by software V&V, risk management, usability evaluation (as applicable), interoperability checks, and cybersecurity controls.
# Conclusion
Based on the identical intended use/indications, comparable technological characteristics and principles of operation, and the demonstrated non-clinical performance, 3DICOM MD Cloud is substantially equivalent to the identified predicate device.
Predicate graph will load when search results are available.
Embedding visualization will load when search results are available.
PDF viewer will load when search results are available.
Loading panels...
Select an item from Submissions
Click any panel, subpart, regulation, product code, or device to see details here.
Section Matches
Results will appear here.
Product Code Matches
Results will appear here.
Special Control Matches
Results will appear here.
Loading collections...
Loading
My Alerts
You will receive email notifications based on the filters and frequency you set for each alert.
Sort by:
Create Alert
Search Filters
Agent Token
Create a read-only bearer token for Claude, ChatGPT, or other agents that can call HTTP APIs.
Copy this now. It will not be shown again.
Connected apps
Apps you authorized through browser sign-in. Disconnecting revokes their access immediately.
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.