K121184 · Neurometrix, Inc. · GZJ · Aug 2, 2012 · Neurology
Device Facts
Record ID
K121184
Device Name
SENSUS
Applicant
Neurometrix, Inc.
Product Code
GZJ · Neurology
Decision Date
Aug 2, 2012
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 882.5890
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The NeuroMetrix SENSUS device is intended for use as a transcutaneous electrical nerve stimulator for the symptomatic relief and management of chronic intractable pain.
Device Story
SENSUS is a one-channel transcutaneous electrical nerve stimulator (TENS) for chronic intractable pain management. Device uses microprocessor-controlled high-voltage circuit to generate biphasic, rectangular electrical pulses (80 Hz, 100 µs phase duration). Input: patient-controlled intensity via accelerometer-detected taps on enclosure; push-button for power/start/stop. Output: electrical stimulation delivered via two disposable, self-adhering electrodes (≥ 20 cm2). Powered by rechargeable Lithium-Ion battery. Used by patients under medical professional direction. Device provides symptomatic pain relief by delivering controlled electrical pulses to nerves. Safety features include automatic overload/no-load trips and automatic shut-off after 60-minute timer.
Clinical Evidence
No clinical data. Substantial equivalence demonstrated via non-clinical bench testing, including electrical, mechanical, and software verification/validation against target specifications and voluntary standards (IEC 60601-1, IEC 60601-1-2, IEC 60601-1-6, IEC 62304).
Technological Characteristics
Plastic housing; 22mm x 66mm x 108mm; 95g. Single-channel, biphasic, rectangular waveform (80 Hz, 100 µs phase duration). Powered by 3.7V rechargeable Li-Ion battery. Microprocessor-controlled stimulation. Connectivity: USB for charging. Standards: IEC 60601-1, IEC 60601-1-2, IEC 60601-1-6, IEC 62304. Sterilization: N/A (disposable electrodes).
Indications for Use
Indicated for symptomatic relief and management of chronic intractable pain in patients requiring prescription-based transcutaneous electrical nerve stimulation.
Regulatory Classification
Identification
A transcutaneous electrical nerve stimulator for pain relief is a device used to apply an electrical current to electrodes on a patient's skin to treat pain.
Predicate Devices
EMPI Active Transcutaneous Nerve Stimulator (K090922)
Submission Summary (Full Text)
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# 5. 510(K) SUMMARY
510(k) Summary for NeuroMetrix SENSUS™
K121184
SPONSOR
NeuroMetrix, Inc. 62 Fourth Avenue Waltham, MA 02451 USA
| Contact Person: | Rainer Maas |
|-----------------|----------------|
| Telephone: | (781) 314-2781 |
| Date Prepared: | July 23, 2012 |
## DEVICE NAME
Proprietary Name: SENSUS Common/Usual Name: Transcutaneous Electrical Nerve Stimulator, TENS Classification Name: 882.5890 GZJ Transcutaneous electrical nerve stimulator for pain relief
### PREDICATE DEVICE
EMPI Active Transcutaneous Nerve Stimulator (K090922)
#### INTENDED USE
The NeuroMetrix SENSUS device is intended for use as a transcutaneous electrical nerve stimulator for the symptomatic relief and management of chronic intractable pain.
# DEVICE DESCRIPTION
SENSUS is a one-channel transcutaneous electrical nerve stimulator with a single output mode. The stimulator utilizes a microprocessor running embedded software to control a high-voltage circuit that generates stimulating pulses with specific technical characteristics including waveform shape, current intensity, waveform duration and frequency. The stimulator is powered by a permanent rechargeable Lithium-Ion battery that is recharged through a USB cable connected to an AC adapter.
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The stimulator delivers electrical stimulation to the patient through two disposable, single-patient use electrodes placed on the patient's body. The stimulator, as labeled, is for use with legally available electrodes. The electrodes should be self-adhering with an electrical connection made through a male medical snap connector and an electrode area ≥ 20 cm2. The stimulator connects to the electrodes through a patient cable consisting of two lead-wires that terminate in an insulated female medical snap connector.
The stimulator has a push-button that initiates and halts stimulation. Taps to the stimulator enclosure, detected by an embedded accelerometer, control the stimulation intensity. The push button serves the dual purpose of powering up the device from a standby state and initiating and halting stimulation.
# COMPARISON TO PREDICATE
The NeuroMetrix SENSUS device and predicate Empi Active Transcutaneous Nerve Stimulator (ACTIVE) have the same intended use, i.e., they are intended for the symptomatic relief and management of chronic intractable pain. The SENSUS Indications for Use represent a subset of the predicate Indications for Use. Specifically, while both SENSUS and the predicate are indicated for the relief and management of chronic intractable pain, the predicate is additionally indicated for the relief of pain associated with arthritis and as an adjunctive treatment for post-surgical and post-trauma acute pain. Both are prescription devices to be used under the direction of a medical professional.
SENSUS and the predicate have the same basic technological characteristics as listed below.
- . One stimulation channel
- Single output mode .
- Patient controlled intensity .
- LED indicators (no intensity display) .
- Powered by rechargeable battery .
SENSUS and the predicate device have output characteristics that are within the range of output parameters of legally-marketed transcutaneous electrical nerve stimulators. The basic unit characteristics and output specifications of the two devices are summarized in the tables below.
| Parameter | NeuroMetrix SENSUS | Empi Active Transcutaneous<br>Nerve Stimulator (K090922) |
|-------------------------------------------------------------------|------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------|
| 510(k) Number | (to be assigned) | K090922 |
| Device Name and Model Number | SENSUS | Active Transcutaneous Nerve<br>Stimulator |
| Manufacturer | NeuroMetrix | Empi |
| Power Source(s) | 1 rechargeable 3.7V Lithium-<br>Ion battery | 1 rechargeable battery (type<br>unknown) |
| Method of Line Current Isolation | Physically isolated; device<br>cannot connect to electrodes<br>and battery recharger<br>concurrently | Physically isolated; device cannot<br>connect to electrodes and battery<br>recharger concurrently |
| Patient Leakage Current | | |
| Normal Condition | < 10 µA, battery powered | Unknown |
| Single Fault Condition | < 100 µA, battery powered | Unknown |
| Average DC current through<br>electrodes when device is on but no | < 1 μΑ | Unknown |
### Basic Unit Characteristics.
NeuroMetrix, Inc. SENSUS 510(k)
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・
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| pulse are being applied (µA) | | | |
|---------------------------------------------|-------------------------------|--------------------------------------------|----------------------------------------------------------------------------------------------------------|
| Number of Output Modes | | 1 | 1 |
| Number<br>of output<br>channels | Synchronous or<br>alternating | 1 | 1 |
| Method of channel<br>isolation | | N/A | N/A |
| Regulated Current or Regulated<br>Voltage | | Current | Nominally constant voltage in the<br>positive phase, nominally constant<br>current in the negative phase |
| Software/Firmware/Microprocessor<br>Control | | Yes | Yes |
| Automatic Overload Trip? | | Yes | No |
| Automatic No-Load Trip? | | Yes | No |
| Automatic Shut Off? | | Yes after timer elapses | Yes if left at 0 mA for 5 minutes |
| User Override Control? | | Yes, press STIM button | Yes, press POWER button |
| Indicator<br>Display: | On/Off Status? | Yes, upon pressing STIM<br>button | Yes, status LED flashes when on |
| | Low Battery? | Yes | Yes |
| | Voltage/Current<br>Level? | No | No |
| Timer Range | | 60 minutes | N/A |
| Compliance with Voluntary<br>Standards | | IEC 60601-1<br>IEC 60601-1-2 | IEC 60601-1-2<br>UL: 60601-01<br>CAN/CSA C22.2 No.601.1-M90<br>with Amendment A2.2005 |
| Compliance with 21 CFR 898 | | Yes | Yes |
| Weight | | 95g (3.4 oz) | 0.99 oz |
| Dimensions (W x H x D) | | 22mm (0.9") x 66mm (2.6")<br>x108mm (4.3") | 0.57"x1.94"x2.54" |
| Housing Materials & Construction | | Plastic | Plastic |
## Output Specifications.
t
| Parameter | NeuroMetrix SENSUS | Empi Active Transcutaneous<br>Nerve Stimulator (K090922) |
|------------------------------------------|--------------------------------------------------|--------------------------------------------------------------------------------------------|
| Mode or Program Name | N/A | N/A |
| Waveform | Biphasic | Biphasic |
| Shape (output current) | Rectangular | Approximately rectangular<br>initial phase, slowly decaying<br>second phase |
| Maximum Output Voltage (10 +/- %) | 50 V @500 Ω<br>100 V @2000 Ω<br>100 V @10000 Ω | 25 V @500 Ω<br>35 V @2000 Ω<br>39 V @10000 Ω |
| Maximum Output Current (10 +/- %) | 100 mA @500 Ω<br>50 mA @2000 Ω<br>10 mA @10000 Ω | 50 mA @500 Ω<br>18 mA @2000 Ω<br>4 mA @10000 Ω |
| Duration of primary (depolarizing) phase | 100 μs | 400 μs at maximum intensity |
| Pulse Duration (both phases) | 230 μs, includes 30 μs inter-<br>phase delay | Approximately 1 msec, exact<br>duration unspecified due to<br>slowly decaying second phase |
| Frequency | Constant, 80 Hz | Modulated, 2-125 Hz |
| For multiphasic | Symmetrical phases Yes | No |
NeuroMetrix, Inc.
SENSUS 510(k)
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| waveforms only: | Phase Duration | | |
|----------------------------------|---------------------|-----------------------------------------|-------------------------------------------------------------|
| Net Charge (per pulse) | | Nominally 0 μC @ 500Ω, zero net current | Nominally 0 μC because pulse shape is described as balanced |
| Maximum Phase Charge | | 10 μC @ 500Ω<br>10 μC @ 1000Ω | 17 μC @ 500Ω<br>10 μC @ 1000Ω |
| Maximum Current Density (r.m.s.) | | 0.63 mA/cm² @ 500Ω | 1.73 mA/cm² @ 500Ω |
| Maximum Average Current | | 1.6 mA @ 500 Ω | 10 mA @ 500Ω |
| Maximum Average Power Density | | 4 mW/cm² @ 500Ω | 8 mW/cm² @ 500Ω |
| Burst Mode | Pulses per burst | N/A | N/A |
| | Bursts per second | N/A | N/A |
| | Burst duration | N/A | N/A |
| | Duty Cycle | N/A | N/A |
| ON Time | | N/A | N/A |
| OFF Time | | N/A | N/A |
| Additional Features | | N/A | N/A |
| | 100 μs (each phase) | | 400 μs (initial phase), at maximum intensity |
The primary differences between the two devices relate to the output specifications, specifically the (i) pulse waveform shape and duration, (ii) maximum output voltage and maximum output current, and (iii) pulse pattern.
- (i) Pulse waveform shape and duration: SENSUS generates a symmetrical biphasic rectangular output current pulse while ACTIVE generates a balanced asymmetrical biphasic pulse with the initial phase approximately rectangular and a slowly decaying second phase. The SENSUS pulse duration is fixed at 100 usec per phase while the initial phase of the ACTIVE pulse duration varies with the intensity setting, and the overall duration is approximately 1000 usec. Because the physiological effectiveness of nerve stimulation is primarily dependent on charge delivered, either pulse waveform shape will be effective. Therefore this difference does not raise new types of questions of safety or effectiveness. -
- (ii) Maximum output voltage and maximum output current: SENSUS has a higher maximum output voltage than ACTIVE (50 V for SENSUS versus 25V for ACTIVE into a 500Ω load). SENSUS also has a higher maximum output current, i.e, 100 mA as compared to 50 mA in ACTIVE (500Ω Because the SENSUS pulse duration is shorter and the charge delivered per pulse is load). titrated by the patient, the maximum charge per pulse is similar for the two devices. Therefore this difference does not raise new types of questions of safety or effectiveness.
- (iii)Pulse pattern: SENSUS stimulates with a fixed duration pulse at a constant frequency of 80 Hz while ACTIVE stimulates with pulses that automatically cycle through a range of durations and frequencies between 2 and 125 Hz. This difference between SENSUS and ACTIVE does not raise new types of safety or effectiveness questions because (i) neither device gives the patient control over frequency, (ii) both devices are using standard TENS stimulation frequencies, (ii) constant frequency stimulation is standard practice, and (iv) the clinical effectiveness of transcutaneous electrical nerve stimulation for chronic intractable pain is not dependent on the use of modulated pulse trains such as those generated by ACTIVE, and can be achieved through either constant or modulated frequency and duration.
SENSUS and the predicate device have similar types of control over stimulation intensity, with minor differences in the specific user interaction sequences. These differences do not raise new types of safety or effectiveness questions because in both devices the (i) stimulation intensity is under patient control such that he/she can change the intensity, stop further intensity increases, and halt stimulation
NeuroMetrix, Inc. SENSUS 510(K)
.
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at any time and (ii) the stimulation intensity always starts at 0 mA and increases gradually, smoothly and predictably, thereby avoiding the risk of sudden changes in intensity that may startle the patient.
In sum, SENSUS and the predicate have the same intended use and the only technological differences relate to several output specifications and aspects of intensity control. As discussed above, these differences in technological characteristics are relatively minor and do not raise new types of safety or effectiveness questions and do not adversely affect the safety and effectiveness of the SENSUS device compared to the predicate. As a result, the SENSUS device is substantially equivalent to the predicate ACTIVE device.
#### GUIDANCE DOCUMENT
The FDA's "Draft Guidance for Industry and Staff: Class II Special Controls Guidance Document: Transcutaneous Electrical Nerve Stimulator for Pain Relief (April 5, 2010)" addresses transcutaneous electrical nerve stimulators with product code GZJ. The recommendations from the draft guidance were taken into account in preparing this 510(k) submission. NeuroMetrix believes that SENSUS complies with the special controls as outlined in the draft guidance, thereby providing additional assurance of safe and effective use of the SENSUS device.
## NON-CLINICAL TESTING
Verification testing of SENSUS includes electrical, mechanical, and software tests to show that the device meets its target specifications over a range of operating and storage conditions. Validation and performance testing demonstrates that it meets user needs as reflected in the functional specification.
SENSUS conforms to the following voluntary standards:
- . IEC 60601-1 Medical electrical equipment - Part 1: General requirements for basic safety and essential performance 2005 (300 Ed) plus Amendments 1:2006 and 2:2007
- . IEC 60601-1-2 Medical Electrical Equipment - Part 1-2: General Requirements for Safety -Collateral standard: Electromagnetic Compatibility - Requirements and Tests (Edition 2007)
- IEC 60601-1-6 Medical Electrical Equipment Part 1-6: General Requirements for Safety -. Collateral standard: Usability (3td Ed) 2010-1
- IEC 62304:2006 Medical device software -- Software life cycle processes ●
### CLINICAL TESTING
NeuroMetrix determined that non-clinical (i.e., bench) testing was sufficient to demonstrate that SENSUS is as safe and effective as the predicate.
#### CONCLUSION
The verification, validation and performance data presented in this 510(k) submission demonstrate that the NeuroMetrix SENSUS device is substantially equivalent to the predicate device.
NeuroMetrix, Inc. SENSUS 510(K)
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# DEPARTMENT OF HEALTH & HUMAN SERVICES
Image /page/5/Picture/1 description: The image is a black and white logo for the Department of Health & Human Services - USA. The logo is circular, with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" arranged around the top half of the circle. Inside the circle is a stylized image of an eagle.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Room -WO66-G609 Silver Spring, MD 20993-0002
> 2 2012 AUG
NeuroMetrix, Inc. c/o Mr. Rainer Maas Director of QA/RA 62 Fourth Ave. Waltham, MA 02451
Re: K121184
Trade/Device Name: SENSUS Regulation Number: 21 CFR 882.5890 Regulation Name: Transcutaneous electrical nerve stimulator for pain relief Regulatory Class: II Product Code: GZJ Dated: July 23, 2012 Received: July 24, 2012
Dear Mr. Maas:
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
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# Page 2 - Mr. Rainer Maas
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.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please go to http://www.fda.gov/AboutFDA/CentersOffices/CDRH/CDRHQffices/ucm115809.htm for the Center for Devices and Radiological Health's (CDRH's) Office of Compliance. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21CFR 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 Small Manufacturers, International and Consumer Assistance 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.
Sincerely yours,
Kesia Alexander
Malvina B. Eydelman, M.D. Director Division of Ophthalmic. Neurological, and Ear. Nose and Throat Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# 4. INDICATIONS FOR USE STATEMENT
Indications for Use
510(k) Number (if known):
Device Name: NeuroMetrix SENSUS
Indications for Use:
The NeuroMetrix SENSUS is intended for use as a transcutaneous electric nerve stimulation device for the symptomatic relief and management of chronic intractable pain.
X Prescription Use (Part 21 CFR 801 Subpart D)
AND/OR
Over-The-Counter Use (21 CFR 801 Subpart C)
# (PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE IF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
(Division Sign-Off)
Division of Ophthalmic, Neurological and Ear, Nose and Throat Devices
510(k) Number K121184
Page 1 of 1
NeuroMetrix, Inc. SENSUS 510(k) Page 12
CONFIDENTIAL
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.