The 8-CH Electroencephalography Amplifier is intended to be used by or under the direction of a physician for acquisition of EEG signals, to transmit them digitally to a computer, and display waveform in real-time. The device is intended for use on humans. The device is intended for use in a clinical environment (e.g., hospital, physician's office, etc). The device is not intended for use in life support systems.
Device Story
8-CH Electroencephalography Amplifier captures brain wave signals via non-invasive electrodes; amplifies analog signals; converts to digital format for computer transmission. Device features EEG monitoring panel for immediate real-time waveform display to verify signal quality; green light indicator signals readiness for testing. Used in clinical environments (hospitals, physician offices) by physicians or under their direction. Output allows healthcare providers to visualize brain activity for diagnostic assessment. Benefits include non-invasive brain wave monitoring and real-time signal quality assurance.
Clinical Evidence
No clinical data was used to support substantial equivalence. Evidence consists of bench testing, including software validation, electromagnetic compatibility, electrical safety, and performance/usability testing.
Technological Characteristics
8-channel EEG amplifier; 24-bit resolution; 500Hz sampling rate; active shielding for noise protection; >109 Ω input impedance; 94 dB CMRR (DC to 60 Hz). Powered by AC 100V-240V. Connectivity via USB. Complies with IEC 60601-1, IEC 60601-1-2, and IEC 60601-2-26. Non-invasive patient contact via external electrodes.
Indications for Use
Indicated for humans requiring EEG signal acquisition, digital transmission to a computer, and real-time waveform display. Intended for use in clinical environments (hospitals, physician offices) by or under the direction of a physician. Not for use in life support systems.
Regulatory Classification
Identification
A physiological signal amplifier is a general purpose device used to electrically amplify signals derived from various physiological sources (e.g., the electroencephalogram).
{0}------------------------------------------------
December 27, 2020
Image /page/0/Picture/1 description: The image contains the logo of the U.S. Food and Drug Administration (FDA). On the left is the Department of Health & Human Services logo. To the right of that is the FDA logo, which is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
HippoScreen Neurotech Corp. William Lan R&D Manager 2F., No. 578, Ruiguang Rd., Neihu District Taipei City, 11492 Taiwan
Re: K201747
Trade/Device Name: 8-CH Electroencephalography Amplifier Regulation Number: 21 CFR 882.1835 Regulation Name: Physiological Signal Amplifier Regulatory Class: Class II Product Code: GWL, OMC Dated: November 25, 2020 Received: November 27, 2020
Dear William Lan:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for
{1}------------------------------------------------
devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely.
for Jay Gupta Assistant Director DHT5A: Division of Neurosurgical. Neurointerventional and Neurodiagnostic Devices OHT5: Office of Neurological and Physical Medicine Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
{2}------------------------------------------------
#### DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration
# Indications for Use
510(k) Number (if known) K201747
Device Name
8-CH Electroencephalography Amplifier
#### Indications for Use (Describe)
The 8-CH Electroencephalography Amplifier is intended to be used by or under the direction of a physician for acquisition of EEG signals, to transmit them digitally to a computer, and display waveform in real-time. The device is intended for use on humans. The device is intended for use in a clinical environment (e.g., hospital, s office, etc). The device is not intended for use in life support systems.
| Type of Use (Select one or both, as applicable) | <span> <span style="padding-right: 20px;"> <span style="font-size: 16px;">☑</span> Prescription Use (Part 21 CFR 801 Subpart D) </span> <span> <span style="font-size: 16px;">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </span> |
|-------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|-------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
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
"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."
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
{3}------------------------------------------------
Traditional 510(k) 510 (k) Summary
# 510(k) Summary
{4}------------------------------------------------
Traditional 510(k) 510 (k) Summary
# 510(k) SUMMARY
| 1 | Type of Submission: | Traditional |
|---|---------------------|---------------------------------------------------------------------------------|
| 2 | Date of Summary: | 06/15/2020 |
| 3 | Submitter: | HippoScreen Neurotech Corp. |
| | Address: | 2F., No. 578, Ruiguang Rd., Neihu District, Taipei<br>City 11492, Taiwan, R.O.C |
| | Phone: | +886-2-87978060 |
| | Fax: | +886-2-87978090 |
| | Contact: | William Lan<br>(william_lan@Hipposcreen-nc.com) |
#### 4 Identification of the Device:
| Proprietary/Trade name: | 8-CH Electroencephalography<br>Amplifier |
|------------------------------|------------------------------------------|
| Classification Product Code: | |
| Primary Product Code: | GWL |
| Additional Product Code: | OMC |
| Regulation Number: | 882.1835 |
| Regulation Description: | Physiological signal amplifier |
| Review Panel: | Neurology |
| Device Class: | II |
#### 5 Identification of the Predicate Device:
| Predicate Device Name: | eego™ amplifiers |
|------------------------------|--------------------------------------------|
| Manufacturer: | Eemagine Medical Imaging Solutions<br>GmbH |
| Classification Product Code: | |
| Primary Product Code: | GWL |
| Additional Product Code: | GWQ, OMC |
| Regulation number: | 882.1835 |
{5}------------------------------------------------
Traditional 510(k) 510 (k) Summary
| Device Class: | II |
|----------------|---------|
| 510(k) Number: | K172312 |
# 6 Intended Use
Used to electrically amplify signals derived from electroencephalogram.
# 7 Indications for Use of the Device
The 8-CH Electroencephalography Amplifier is intended to be used by or under the direction of a physician for acquisition of EEG signals, to transmit them digitally to a computer, and display waveform in real-time. The device is intended for use on humans. The device is intended for use in a clinical environment (e.g., hospital, physician's office, etc). The device is not intended for use in life support systems.
# 8 Device Description
8-CH Electroencephalography Amplifier capture brain wave signals through non-invasive electrodes, amplify the analog signals and convert to digital signals for computer use. The EEG monitoring panel can immediately display patient's brain wave to assure signal quality of testing requirements. Begin to test when signal quality lamp on EEG monitoring panel shows green light.
# 9 Non-clinical Testing
A series of safety and performance tests were conducted on the subject device, 8-CH Electroencephalography Amplifier.
- . Software Validation
- Electromagnetic compatibility and electrical safety
- Performance
- Usability
{6}------------------------------------------------
All the test results demonstrate 8-CH Electroencephalography Amplifier meets the requirements of its pre-defined acceptance criteria and intended use, and is substantially equivalent to the predicate device.
# 10 Clinical and Usability Testing
No clinical test data was used to support the decision of substantial equivalence.
# 11 Substantial Equivalence Determination
The 8-CH Electroencephalography Amplifier submitted in this 510(k) file is substantially equivalent in intended use, has similar technology/principles of operation, and similar performance to the cleared eego™ amplifiers (K172312). Differences between the devices cited in this section do not raise any new issue of substantial equivalence.
| Item<br>Feature | Subject device | Predicate device | Substantial<br>equivalence<br>determination |
|-----------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------|
| Submitter | HippoScreen Neurotech Corp. | Eemagine Medical Imaging Solutions<br>GmbH | |
| Proprietary Name | 8-CH Electroencephalography<br>Amplifier | eegoTM amplifiers | |
| 510(k) No. | K201747 | K172312 | |
| Model Name | EAmp-0001 | EE-2XX series (EE-211, EE-212,<br>EE-213, EE-221, EE-222, EE-224)<br>and<br>EE-4XX series (EE-411, EE-430) | N/A |
| Intended Use | Used to electrically amplify signals<br>derived from electroencephalogram. | Used to electrically amplify signals<br>derived from electroencephalogram. | Same.<br>Both devices are<br>amplifiers of<br>EEG signals. |
| Item<br>Feature | Subject device | Predicate device | Substantial<br>equivalence<br>determination |
| Submitter | HippoScreen Neurotech Corp. | Eemagine Medical Imaging Solutions GmbH | |
| Proprietary Name | 8-CH Electroencephalography<br>Amplifier | eegoTM amplifiers | |
| 510(k) No. | K201747 | K172312 | |
| Indication for Use | The 8-CH Electroencephalography<br>Amplifier is intended to be used by or<br>under the direction of a physician for<br>acquisition of EEG signals, to<br>transmit them digitally to a computer,<br>and display waveform in real-time.<br>The device is intended for use on<br>humans. The device is intended for<br>use in a clinical environment (e.g.,<br>hospital, physician's office, etc). The<br>device is not intended for use in life<br>support systems. | The eego amplifier is intended to be<br>used by or under the direction of a<br>physician for acquisition of EEG<br>signals and to transmit them digitally<br>to a computer. The device is intendedfor use on humans. The device is<br>intended for use in a clinical<br>environment (e.g., hospital,<br>physician's office, etc). The device is<br>not intended for use in life support<br>systems. | Same.<br>Both devices are<br>intended for<br>acquisition of<br>EEG signals to a<br>computer. |
| Type of use | Prescription Use | Prescription Use | Same |
| Modes of<br>Operation | Electroencephalography (EEG) | Electroencephalography (EEG) | Same |
| Environment of<br>Use | Clinical environment<br>(Example: hospital, physician's<br>office, etc) | Clinical environment<br>(Example: hospital, physician's<br>office, etc) | Same |
| Size | 220 x 50 x 153 mm | 205 x 22 x 160 mm | Different but<br>does not impact<br>safety and<br>effectiveness of<br>subject device |
| Weight | 600g | < 500g | Different but |
| Item<br>Feature | Subject device | Predicate device | Substantial<br>equivalence<br>determination |
| Submitter | HippoScreen Neurotech Corp. | Eemagine Medical Imaging Solutions<br>GmbH | |
| Proprietary Name | 8-CH Electroencephalography<br>Amplifier | eegoTM amplifiers | |
| 510(k) No. | K201747 | K172312 | does not impact<br>safety and<br>effectiveness of<br>subject device |
| Resolution | 24 bit | 24 bit | Same |
| Data Storage | Yes | Yes | Same |
| Electrode<br>impedance<br>measurement | No | Yes | Different but<br>does not impact<br>safety and<br>effectiveness of<br>subject device |
| Filter | Low pass filtering in amplifier | Low pass filtering in amplifier | Same |
| Patient Contact | No<br>Patient contact is made by<br>commercially available electrodes<br>and transducers | No<br>Patient contact is made by the<br>WaveguardTM EEG Cap (K110223). | Same.<br>Both contacts are<br>made by EEG<br>cap. |
| Sampling rate | 500Hz | EE-2XX Series:<br>Up to 16384 Hz Set through the user<br>interface of the Software<br>Development<br>Kit (SDK) software | Same as eego<br>EE-430<br>(EE-430 is<br>500Hz) |
| Video | No | EE-4XX Series: 500 to 2048 Hz<br>Optional | Different but |
| Item | Subject device | Predicate device | Substantial<br>equivalence<br>determination |
| Feature | | | |
| Submitter | HippoScreen Neurotech Corp. | Eemagine Medical Imaging Solutions<br>GmbH | |
| Proprietary Name | 8-CH Electroencephalography<br>Amplifier | eegoTM amplifiers | |
| 510(k) No. | K201747 | K172312 | |
| | | | does not impact<br>safety and<br>effectiveness of<br>subject device |
| Amplifier active<br>shielding<br>technique | Yes<br>(Protects the referential EEG inputs<br>from environmental noise) | Yes<br>(Protects the referential EEG inputs<br>from environmental noise) | Same |
| Amplifier CMRR<br>(referential) | 94 db at dc to 60 Hz | >100 dB | Similar<br>(Subject device<br>had meet the<br>requirement of<br>IEC 60601-2-26) |
| Amplifier Input<br>Channels | 8 | Up to 64 | Same as eego<br>EE-430 |
| Amplifier input<br>impedance<br>(referential) | >109 Ω | >109 Ω | Same |
| Amplifier power | AC input 100V~240V, 50-60Hz<br>DC output 5V/ 2.0A | EE-2XX Series: Rechargeable<br>integrated battery<br>EE-4XX Series: USB from Computer | Different but<br>does not impact<br>safety and<br>effectiveness of<br>subject device |
| Amplifier<br>operating time on | Not applicable | EE-2XX Series: Up to 4 hours | Different but<br>does not impact |
| Item<br>Feature | Subject device | Predicate device | Substantial<br>equivalence<br>determination |
| Submitter | HippoScreen Neurotech Corp. | Eemagine Medical Imaging Solutions<br>GmbH | |
| Proprietary Name | 8-CH Electroencephalography<br>Amplifier | eegoTM amplifiers | |
| 510(k) No. | K201747 | K172312 | |
| battery power | | | safety and<br>effectiveness of<br>subject device |
| Amplifier<br>referential<br>DC input channels | 8 | Yes<br>8, 16, 32, or 64 channels | Same as eego<br>EE-430 |
| Amplifier trigger<br>input | No | Yes,<br>EE-2XX Series: Optional 8 bit TTL<br>EE-4XX Series: Optional 2 bit TTL | Different but<br>does not impact<br>safety and<br>effectiveness of<br>subject device |
| Amplifier trigger<br>input channel | No | Yes<br>(Parallel) | Different but<br>does not impact<br>safety and<br>effectiveness of<br>subject device |
| Amplifier USB<br>interface | Yes | Yes | Same |
| Safety standards<br>applied | IEC 60601-1<br>IEC 60601-1-2<br>IEC 60601-2-26 | IEC 60601-1<br>IEC 60601-1-2<br>IEC 60601-2-26<br>IEC 62133 | Similar<br>(Appropriate<br>standards are<br>applied on the<br>subject device.) |
{7}------------------------------------------------
{8}------------------------------------------------
{9}------------------------------------------------
{10}------------------------------------------------
{11}------------------------------------------------
# 12 Similarity and Difference
The 8-CH Electroencephalography Amplifier has been compared with eego™ amplifiers. The subject device and predicate device has same intended use, indication for use, type of use, modes of operation, environment of use, resolution, data storage function, filter, patient contact, sampling rate, amplifier active shielding technique, amplifier input channels, amplifier input impedance (referential), amplifier referential DC input channels, and amplifier USB interface.
Although there are some functions that are different between two devices, such as electrode impedance measurement, video function, amplifier power, amplifier trigger input function, and amplifier input channel, the function of subject device did not exceed that of the predicate device. Also, performance tests have been completed to demonstrate that the differences between these parameters would not impact the safety and effectiveness of the subject device.
As for amplifier CMRR (referential), subject device is a little bit lower than that of the predicated device. However, subject device had met the requirement of IEC 60601-2-26.
In conclusion, the subject device has undergone safety and performance tests, and the results complied with the test requests; therefore, the difference between the subject device and the predicate device did not raise any problem of substantial equivalence. The subject device is substantially equivalent to the predicate device in intended use, safety and performance claims.
# 13 Conclusion
In conclusion, HippoScreen Neurotech Corp. believes that 8-CH Electroencephalography Amplifier maintains the same safety and effectiveness, and thus, is substantially equivalent to the predicate device.
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.