The Tyece OTC TENS Device, Model SEM44 is to be used for temporary relief of pain associated with sore and aching muscles in the lower back, arms, or legs due to strain from exercise or normal household activities.
Device Story
Tyece OTC TENS Device (Model SEM44) is a dual-channel, battery-operated (3 AAA) transcutaneous electrical nerve stimulator. Device delivers electrical pulses to muscles via two pairs of electrode pads to provide temporary pain relief. User interface includes a full-screen display for selecting 15 pre-programmed modes, adjusting intensity (0-50), and setting timers (5-100 minutes). Device is intended for use in clinics, hospitals, and home environments. Healthcare providers or patients use the device to manage muscle pain; output affects clinical decision-making by providing non-pharmacological pain management. Benefits include portable, adjustable pain relief for muscle strain.
Clinical Evidence
Bench testing only. No clinical data was conducted or relied upon. Device performance was validated through testing against recognized consensus standards including IEC 60601-1, IEC 60601-2-10, IEC 60601-1-2, and IEC 60601-1-11. Biocompatibility of electrode pads was established via reference to K132588.
Technological Characteristics
Dual-channel TENS device; ABS plastic housing; 4.5V DC power (3 AAA batteries). Delivers biphasic square-wave pulses; frequency 1-150Hz; pulse duration 50-360μS. Connectivity: Standalone. Software: Microprocessor-controlled with moderate level of concern. Standards: IEC 60601-1, IEC 60601-2-10, IEC 60601-1-2, IEC 60601-1-11. Sterilization: Not applicable (electrodes are patient-contacting components).
Indications for Use
Indicated for temporary relief of pain associated with sore and aching muscles in the lower back, arms, or legs due to strain from exercise or normal household activities. Contraindicated for patients with cardiac pacemakers, implanted defibrillators, or other implanted metallic/electronic devices; do not use with life-supporting or body-worn medical electronic devices (e.g., artificial heart/lung, ECG).
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.
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Image /page/0/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo features a stylized depiction of three human profiles facing right, with three curved lines above them, possibly representing the flow of information or services. The text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" is arranged in a circular fashion around the emblem.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
November 5, 2015
Tyece Ltd % Guenter Ginsberg Consultant Media Trade Corporation 11820 Red Hibiscus Drive Bonita Springs, Florida 34135
Re: K150386
Trade/Device Name: Tyece OTC TENS Device, Model SEM44 Regulation Number: 21 CFR 882.5890 Regulation Name: Transcutaneous Electrical Nerve Stimulator for Pain Relief Regulatory Class: Class II Product Code: NUH Dated: April 4, 2015 Received: September 30, 2015
Dear Mr. Ginsberg:
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
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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 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/ResourcesforYou/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 J.Hoffmann -A
for Carlos L. Peña, PhD, MS Director Division of Neurological and Physical Medicine Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K150386
Device Name Tyece OTC TENS Device, Model SEM44
Indications for Use (Describe)
The Tyece OTC TENS Device, Model SEM44 is to be used for temporary relief of pain associated with sore and aching muscles in the lower back, arms, or legs due to strain from exercise or normal household activities.
| Type of Use (Select one or both, as applicable) | |
|-------------------------------------------------|--|
Prescription Use (Part 21 CFR 801 Subpart D)
|X | Over-The-Counter Use (21 CFR 801 Subpart C)
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# 510(k) SUMMARY (revised 6.30.2015)
#### Date of Summary Prepared: 02/05/2015
#### 1. Submitter's Name: Tyece Ltd.
Unit 801, Block A, Po Lung Centre, 11 Wang Chiu Rd., Address: Kowloon Bay, Kowloon, Hong Kong, SAR
Contact person: Parshid Falahati
Tel: 852- 2 - 3497456
Fax: 852 -2 - 3499166
E-mail sales@tyece.com
#### 2. Proposed New Device:
Trade Name: Tyece OTC TENS Device, Model SEM44 Classification Name: TENS Regulation Number: 882.5890 Product Code: NUH Device Class: II
#### 3. Predicate (cleared) Device:
Counter TENS Device, Model PTS-IV
510(k) Number: K132993
Manufacturer: Counter Scientific Development Ltd.
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### 4. Description of Proposed Device:
The Tyece OTC TENS Device, Model SEM44 is a dual channel TENS device operated by DC 4.5V (3 AAA batteries). It is made up of one main unit, two electrode cables, and two pairs of electrode pads. There are 12 selectable, pre-programmed output waveforms (modes) to choose from, blus 3 programmable modes. The two channels can be individually adjusted for intensity from 0 to 50. Running time can be selected from 5 to 100 minutes.
All parameters (Menu, Program Number, Impulse intensity for channels, Jow battery, key-lock, frequency, pulse width and timer) are displayed on a full screen display.
The only patient contacting components are the Electrode Pads. The patient contacting materials are FDA cleared under K132588.
The device has been tested to and meets the requirements of the following recognized consensus standards:
IEC 60601-1:2005+Corr.1(2006)+Corr.2(2007) + AM1(2012). EN 60601-1:2006/A1:2013 general requirements for basic safety and essential performance
IEC 60601-2-10 Edition 2.0 2012-08 basic safety and essential performance of nerve and muscle stimulators. (Neurology)
IEC 60601-1-2 Edition 2007-03 medical electrical equipment - part 1-2: general requirements for basic safety and essential performance - collateral standard: electromagnetic disturbances requirements and tests. (General II (ES/EMC)
IEC 60601-1-11 First Edition: 2010 medical electrical equipment - part 1-11: general requirement for basic safety and essential performance -- collateral standard: requirements for medical electrical equipment and medical electrical systems used in the home healthcare environment
#### 5. Indication for Use:
This Tyece OTC TENS Device. Model SEM44 is to be used for temporary relief of pain associated with sore and aching muscles in the lower back, arms, or legs due to strain from exercise or normal household work activities.
#### 6. Environment of Use:
Clinics. Hospitals and home environments
#### 7. Contraindications:
Do not use this device if you have a cardiac pacemaker, implanted defibrillator, or other implanted metallic or electronic device. Such use could cause electrical shock, burns, electrical interference, or death.
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Do not use this device together with a life-supporting medical electronic device such as an artificial heart or lung.
Do not use this device together with a body-worn medical electronic device such as an ECG.
# 8. Technological Characteristics Compared to the Predicate Device
The Tyece OTC TENS Device, Model SEM44 is substantially equivalent to the Counter healthcare product OTC TENS for muscle pain relief, Model PTS-IV, The function, performance, and intended use of the two devices are very similar. Both systems are designed to relief pain in the muscle areas. Outputs are almost the identical, each can produce square electronic pulses and positive-going, reverse and bidirectional waveform output. Each can produce an asymmetrical biphasic pulse with peak voltages up to 60/70 volts on 500 Ohms Joad. Both devices have selection modes to allow users to select programs and adjust intensity level by pressing the keypad on the main unit. Both devices are transiting pulses by the use of Electrode Pads. Both are portable devices. Technological characteristics, features, specifications, materials and intended uses of the new device are substantially equivalent to the quoted predicate device. The differences that exist between the devices are insignificant in terms of safety or effectiveness.
#### Differences:
1. Device SEM44 has 15 preset programs, while the predicate device has 7.
2. Intensity levels of SEM44 are selectable from 0 to 50, while the predicate device is from 0 to 16, however, the maximum intensity settings of both units produce very similar outputs to the electrode pads. The SEM44 model can be adjusted in finer increments.
3. All other parameters such as waveform, frequency, pulse width, output current and voltage, although not exactly similar to this particular predicate, they do not raise any new questions of safety or effectiveness.
Note: It is very difficult, if not impossible, to find predicate devices that completely match the specifications of the subject device.
# 9. Discussion of Non-Clinical Tests Performed for Determination of Substantial Equivalence is as follows:
Savia did not conduct, nor rely upon, clinical tests to determine substantial equivalence of the SEM44 vs. the predicate. Non-clinical testing was performed in order to validate the design according to the company's specified design requirements, and to assure conformance with the following voluntary design standards:
IEC 60601-1:2005+Corr.1(2006)+Corr.2(2007) + AM1 (2012), EN 60601-1:2006/A1:2013 general requirements for basic safety and essential performance
IEC 60601-2-10 Edition 2.0 2012-08 basic safety and essential performance of nerve and muscle stimulators. (Neurology) .. 1991 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 1992 - 199
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IEC 60601-1-2 Edition 2007-03 medical electrical equipment - part 1-2: general requirements for basic safety and essential performance - collateral standard: electromagnetic disturbances requirements and tests. (General II (ES/EMC)
IEC 60601-1-11 First Edition: 2010 medical electrical equipment - part 1-11: general requirement for basic safety and essential performance - collateral standard: requirements for medical electrical equipment and medical electrical systems used in the home healthcare environment
# a. EMC and electrical safety
IEC 60601-1:2005+Corr.1(2006)+Corr.2(2007) + AM1 (2012), EN 60601-1:2006/A1:2013 general requirements for basic safety and essential performance
IEC 60601-2-10 Edition 2.0 2012-08 basic safety and essential performance of nerve and muscle stimulators. (Neurology)
IEC 60601-1-2 Edition 2007-03 medical electrical equipment - part 1-2: general requirements for basic safety and essential performance - collateral standard: electromagnetic disturbances requirements and tests. (General II (ES/EMC)
IEC 60601-1-11 First Edition: 2010 medical electrical equipment -- part 1-11: general requirement for basic safety and essential performance - collateral standard: requirements for medical electrical equipment and medical electrical systems used in the home healthcare environment
# b. Biocompatibility
The electrode pads are the only body contacting parts. They have been FDA cleared for OTC under K132588. The patient contacting electrodes comply with ISO 10993 and are considered Class A ≤ 24 hrs contact.
# c. Software
Based upon the test results it was concluded that the software performs within specifications and is safe to the stated intended use. The software of this device carries a MODERATE level of concern. Since a permanent hazard analysis is implemented in the software development process, and due to the clear software architecture, it is believed that the test protocol sufficiently verifies the software's main functional operation.
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# d. Cleaning
The cleaning instructions as described the Instruction Manual have been tested to be sufficient. Testing involved validation of the manual cleaning method as per the instructions. All testing concluded that that the Tyece OTC TENS Device, Model SEM44 can be cleaned by the use of the methods described in the Instruction Manual.
# 10. Conclusions:
The Tyece OTC TENS Device, Model SEM44 has the same intended use and similar technological characteristics as the predicate device. Moreover, bench testing and safety report documentation demonstrate that the submitted device could maintain the same safety and effectiveness as that of predicate device. In the other words, the differences do not affect the intended use and do not raise any new questions of safety or effectiveness or alter the fundamental scientific technology of the device. Thus, the Tyece OTC TENS Device, Model SEM44 is substantially equivalent to the predicate device.
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#### Output Specifications:
| Parameter | Your device | Predicate Device |
|-------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------|
| Mode or Program Name | PAIN THERAPY DEVICE,<br>SEM44 | PAIN THERAPY DEVICE,<br>PTS-IV |
| Waveform (e.g. positive-going,<br>reverse, biphasic) | Biphasic | Positive-going, Reverse and<br>Biphasic |
| Shape(e.g., spike, rectangular,<br>square ware) | Square ware | Square ware |
| Maximum Output Voltage (Volts)<br>(+/-15%) | 70vp p@500 Ω<br>110vp p@2K Ω<br>190vp p@10K Ω | 69.2vp p@500 Ω<br>86.4vp p@2K Ω<br>88.8vp p@10K Ω |
| Maximum Output Current (+/-15%) | 86mA@500 Ω<br>23.3mA@2K Ω<br>3.75mA@10K Ω | 69.2mA@500 Ω<br>21.6mA@2K Ω<br>4.4mA@10K Ω |
| Duration of primary Phase | 0 | 0 |
| Pulse Duration | 50-360μS | 200μS |
| Frequency | 1-150Hz | 1-136Hz |
| For multi Symmetrical<br>Program Programs<br>waveforms Pulse duration<br>only: | N/A | N/A |
| Net Charge (micro coulombs μC)<br>(per pulse) (if zero, State method<br>of achieving zero net charge) | 0.001μC@500 Ω | 0.0013μC@500 Ω |
| Maximum Phase Charge (mC) | 0.0454mC@500 Ω | 0.0135mC@500 Ω |
| Maximum Current Density<br>(mA/cm2, r.m.s) | 0.790mA/cm2@500 Ω | 3.270mA/cm2@500 Ω |
| Maximum Average Current<br>(average absolute value), mA | 16.0mA | 2.218mA |
| Maximum Average Power Density,<br>(W/cm2)(using smallest electrode<br>conductive surface area) | 0.00632W/cm2@500 Ω 1.0S | 0.00116W/cm2@500 Ω 1.0S |
| Burst Mode(i.e.<br>pulse trains) | (a) Pulses per burst 4<br>(b) Bursts per second 4/83Hz<br>(c) Burst duration<br>(seconds) 180μS<br>(d) Duty Cycle 35ms/60ms | 4/2<br>30/136Hz<br>800μS/400μS<br>24ms/54.4ms |
| ON Time (seconds) | 2s | 0.5s |
| OFF Time (seconds) | 2s | 0.5s |
| Additional Features (specify, if<br>applicable) | N/A | N/A |
| Electrode area: | 20.25sqcm x 4 (81sqcm) | 21.16sqcm x 4(84.64sqcm) |
| Basic Unit Characteristics: | | |
| Parameter | Your Device | Predicate Device |
| 510(k) Number | K150386 | K132993 |
| Device Name and See attached photo Program | PAIN THERAPY DEVICE<br>SEM44 | PAIN THERAPY DEVICE<br>PTS-IV |
| Manufacturer | SAVIA LTD. | COUNTER Scientific Development (GZ) Limited |
| Power Source | 4.5V(batteries, 3x1.5V AAA) | 3.7v Lithium ( Power supply) |
| Method of Line Current Isolation | N/A | N/A |
| Patient Leakage Current | N/A | N/A |
| Normal Condition (µA) | N/A | N/A |
| Single Fault Condition (µA) | N/A | N/A |
| Average DC current through electrodes when device is on but no pulse are being applied (µΑ) | 0µA | 0µA |
| Numbers of Output Modes | 15 Modes(01-15) | 7 modes(A,B,C,D,E,F,ALL) |
| Number Synchronous or Alternating? | 2 Synchronous | 2 Synchronous |
| Channels Method of Channel Isolation | PCB Insulation<br>Boost Isolation | Boost Isolation |
| Regulated current or regulated voltage? | Regulated voltage | Regulated voltage |
| Software/firmware/microprocessor control? | Yes | Yes |
| Automatic overload trip? | No | No |
| Automatic no-load trip? | Yes | Yes |
| Automatic shut off? | Yes | Yes |
| Users override control? | Yes | Yes |
| Indicator On/off status? | Yes | Yes |
| display Low battery? | Yes | Yes |
| Voltage/current level? Only voltage level display | Yes for voltage | Yes for voltage |
| Timer range (minutes) | 5-100min | 20-40 min |
| Compliance with voluntary standards? | Yes | Yes |
| Compliance with 21CFR898-7? | Yes | Yes |
| Dimensions | L135xW65xT20mm | L120xW70xT18mm |
| Housing materials and construction | ABS | ABS |
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#### Basic Unit Characteristics:
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1 ---------------
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.