High Intensity Focused Electromagnetic Stimulation Device (FE60)
K253790 · Beijing Winkonlaser Technology Limited · NGX · Aug 13, 2026 · Physical Medicine
Device Facts
Record ID
K253790
Device Name
High Intensity Focused Electromagnetic Stimulation Device (FE60)
Applicant
Beijing Winkonlaser Technology Limited
Product Code
NGX · Physical Medicine
Decision Date
Aug 13, 2026
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 890.5850
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The FE60 is indicated to be used for: • Improvement of abdominal tone, strengthening of the abdominal muscles, development of firmer abdomen. • Strengthening, Toning and Firming of buttocks, thighs and calves. • Improvement of muscle tone and firmness, for strengthening muscles in arms.
Device Story
Non-invasive therapeutic device; uses high-intensity focused electromagnetic fields to induce muscle contractions via nerve action potentials. System comprises control display panel, main control module, temperature module, four treatment applicators (two flat for abdomen/buttocks, two curved for arms/thighs/calves), and fan cooling. Operated by clinician in clinical setting; applicators secured with straps. User interface features color touchscreen for program selection, parameter adjustment (intensity, duration), and real-time therapy monitoring. Device provides muscle conditioning; benefits include improved muscle tone and firmness.
Clinical Evidence
No clinical data included. Substantial equivalence supported by non-clinical bench testing, including electrical safety (IEC 60601-1), electromagnetic compatibility (IEC 60601-1-2), performance testing (IEC 60601-2-10), and biocompatibility assessment per ISO 10993-1.
Technological Characteristics
Powered muscle stimulator; energy source: AC 110V. Magnetic field intensity: 0.55-1.89 T (flat) and 0.95-2.04 T (curved). Pulse repetition rate: 1-150 Hz; pulse duration: 280 µs. Four-channel output. Compliance with IEC 60601-1, IEC 60601-1-2, and IEC 60601-2-10. Biocompatibility per ISO 10993-1. Touchscreen interface for parameter control.
Indications for Use
Indicated for individuals seeking improvement of abdominal tone, strengthening of abdominal muscles, development of firmer abdomen, and strengthening, toning, and firming of buttocks, thighs, calves, and arms.
Regulatory Classification
Identification
A powered muscle stimulator is an electrically powered device intended for medical purposes that repeatedly contracts muscles by passing electrical currents through electrodes contacting the affected body area.
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**U.S. FOOD & DRUG**
ADMINISTRATION
August 13, 2026
Beijing Winkonlaser Technology Limited
% Ray Wang
General Manager
Beijing Believe-Med Technology Service Co., Ltd.
Rm.912, Bldg. #15, Xiyuehui, #5, Yihe N. Rd.
Fangshan District
Beijing, 102401
China
Re: K253790
Trade/Device Name: High Intensity Focused Electromagnetic Stimulation Device (FE60)
Regulation Number: 21 CFR 890.5850
Regulation Name: Powered Muscle Stimulator
Regulatory Class: Class II
Product Code: NGX
Dated: July 17, 2026
Received: July 17, 2026
Dear Ray Wang:
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
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K253790 - Ray Wang
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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 Management System Regulation (QMSR) (21 CFR Part 820), which includes, but is not limited to, ISO 13485 clause 7.3 (Design controls), ISO 13485 clause 8.3 (Nonconforming product), ISO 13485 clause 8.5.2 (Corrective action), and ISO 13485 clause 8.5.3 (Preventative action). Please note that regardless of whether a change requires premarket review, the QMSR requires device manufacturers to review and approve changes to device design and production (ISO 13485 clause 7.3 and ISO 13485 clause 7.5) and document changes and approvals in the Medical Device File (ISO 13485 clause 4.2.3).
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 Management System Regulation (QMSR) (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 the DICE website (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-
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K253790 - Ray Wang
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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,
# Tushar Bansal -S
Tushar Bansal, PhD
Acting Assistant Director, Acute Injury Devices Team
DHT5B: Division of Neuromodulation and Physical Medicine Devices
OHT5: Office of Neurological and Physical Medicine Devices
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
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# Indications for Use
| Please type in the marketing application/submission number, if it is known. This textbox will be left blank for original applications/submissions. | K253790 | ? |
| --- | --- | --- |
| Please provide the device trade name(s). | | ? |
| High Intensity Focused Electromagnetic Stimulation Device (FE60) | | |
| Please provide your Indications for Use below. | | ? |
| The FE60 is indicated to be used for: • Improvement of abdominal tone, strengthening of the abdominal muscles, development of firmer abdomen. • Strengthening, Toning and Firming of buttocks, thighs and calves. • Improvement of muscle tone and firmness, for strengthening muscles in arms. | | |
| Please select the types of uses (select one or both, as applicable). | ☑ Prescription Use (21 CFR 801 Subpart D) ☐ Over-The-Counter Use (21 CFR 801 Subpart C) | ? |
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510(k) Summary
The assigned 510(k) Number: K253790
## 510(k) Summary
This 510(k) Summary of 510(k) safety and effectiveness information is being submitted in accordance with requirements of SMDA 1990 and 21 CFR 807.92.
1. Date of Preparation: 08/12/2026
2. Sponsor Identification
**Beijing Winkonlaser Technology Limited**
Room 407, 4th Floor, Building 9#, Yard 3#, Boda Road, Chaoyang District, Beijing, China.
Zip code: 100020
Contact Person: Sindy Chang
Position: General Manager
Tel: +86-18533632296
Email: info@winkonlaser.com
3. Designated Submission Correspondent
**Beijing Believe-Med Technology Service Co., Ltd.**
Rm.912, Building #15, XiYueHui, No.5, YiHe North Rd., FangShan District, Beijing, China, 102401
Contact Person: Ray Wang
Position: General Manager
Tel: +86-18910677558
Fax: +86-10-56335780
Email: information@believe-med.com
4. Identification of Proposed Device
Trade Name: High Intensity Focused Electromagnetic Stimulation Device
Model: FE60
Common Name: Stimulator, Muscle, Powered, For Muscle Conditioning
Regulatory Information
Classification Name: Stimulator, Muscle, Powered, For Muscle Conditioning
Classification: II
Product Code: NGX
Regulation Number: 21 CFR 890.5850
Regulation Name: Powered muscle stimulator
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510(k) Summary
Review Panel: Physical Medicine
# Indication for use Statement:
The FE60 is indicated to be used for:
- Improvement of abdominal tone, strengthening of the abdominal muscles, development of firmer abdomen.
• Strengthening, Toning and Firming of buttocks, thighs and calves.
- Improvement of muscle tone and firmness, for strengthening muscles in arms.
# Device Description:
The High Intensity Focused Electromagnetic Stimulation Device (Model: FE60) is a non-invasive therapeutic device. The device produces electromagnetic field that interacts with the tissues of the human body.
The proposed device can simultaneously apply multiple treatment applicators to patients, and the applicators are held in place by straps. The device has four outputs, two flat, two curved—to fit various body parts. The B1 and B2 applicators are flat applicators suitable for the abdomen and buttocks; The A1 and A2 applicators are curved applicators, suitable for the arms, thighs, and calves;
The High Intensity Focused Electromagnetic Stimulation Device (Model: FE60) is equipped with a large color touch screen with wide view angle that significantly facilitates the use of the device. The on-screen information guides the user step-by-step through the entire therapy procedure. Easily adjust programs, parameters, and treatment durations using the intuitive touchscreen interface. During the therapy the device keeps information about the applied therapy type, remaining therapy time and main therapy parameters on the screen.
The High Intensity Focused Electromagnetic Stimulation Device (Model: FE60) is composed of control display panel module, main control module, temperature module, treatment handle module, and fan cooling module.
## 5. Identification of Predicate Device(s)
Predicate Device:
510(k) Number: K250038
Product Name: Muscle Stimulator Device (Model: PZ-100)
Manufacturer: Zhengzhou PZ Laser Slim Technology Co., Ltd.
## 6. Non-Clinical Test Conclusion
Non clinical tests were conducted to verify that the proposed device met all design specifications as was Substantially Equivalent (SE) to the predicate device. The test results demonstrated that
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510(k) Summary
the proposed device complies with the following standards:
- IEC 60601-1:2020 Medical electrical equipment - Part 1: General requirements for basic safety and essential performance
- IEC 60601-1-2:2020 Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances - Requirements and tests
- IEC 60601-2-10:2016 Medical electrical equipment - Part 2-10: Particular requirements for the basic safety and essential performance of nerve and muscle stimulators
Additionally, biocompatibility assessment was conducted per Attachment G: Biocompatibility of Certain Devices in Contact with Intact Skin of the FDA biocompatibility guidance "Use of International Standard ISO 10993-1, 'Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process.'"
# 7. Clinical Test Conclusion
No clinical study is included in this submission.
# 8. Substantially Equivalent (SE) Comparison
Table 1 General Comparison
| Item | Proposed Device | Predicate Device (K250038) Muscle Stimulator Device | Remark |
| --- | --- | --- | --- |
| Product Code | NGX | NGX | SAME |
| Regulation No. | 21 CFR 890.5850 | 21 CFR 890.5850 | SAME |
| Classification | II | II | SAME |
| Regulation Name | Stimulator, Muscle, Powered, For Muscle Conditioning | Stimulator, Muscle, Powered, For Muscle Conditioning | SAME |
| Indications for use | The FE60 is indicated to be used for: • Improvement of abdominal tone, strengthening of the abdominal muscles, development of firmer abdomen. • Strengthening, Toning and Firming of buttocks, thighs and calves. • Improvement of muscle tone and firmness, for strengthening muscles in arms. | The Muscle Stimulator Device is indicated to be used for: • Improvement of abdominal tone, strengthening of the abdominal muscles, development of firmer abdomen. • Strengthening, Toning and Firming of buttocks, thighs and calves. • Improvement of muscle tone and firmness, for strengthening muscles in arms. | SAME |
| Principle of Action | Initiating action potential of nerves results in muscle contraction | Initiating action potential of nerves results in muscle contraction | SAME |
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510(k) Summary
| Clinical Use | Prescription use | Prescription use | SAME |
| --- | --- | --- | --- |
| Electrical Protection | Class I, BF | Class I, BF | SAME |
| User Interface | Touch screen | Touch screen | SAME |
| Firmware Controlled | Yes | Yes | SAME |
| Type of Energy | Magnetic field | Magnetic field | SAME |
| Number of outputs | 4 | 4 | SAME |
| Number of Magnetic Coils in the Applicator | 1 | 1 | SAME |
| Magnetic Field Intensity | 0.55-1.89 T ±20% (per Flat Applicator) | PZ 100-A & PZ 100-B: 0.5 - 1.8 T ±20% | Difference 1 |
| | 0.95–2.04 T ±20% (per Curved applicator) | PZ 100-C & PZ 100-D: 0.7 - 2.0 T ±20% | Difference 1 |
| Maximum Magnetic Field Intensity at Applicator Center Surface | 1.28 T ±20% (per Flat Applicator) | PZ 100-A & PZ 100-B: 1.154 T ±20% | Difference 2 |
| | 0.96 T ±20% (per Curved applicator) | PZ 100-C & PZ 100-D: 1.130 T ±20% | Difference 2 |
| Pulse Repetition Rate | 1-150 Hz | 1 – 150 Hz | SAME |
| Pulse Duration | 280 ± 20% µs | 280 ± 10% µs | SAME |
| Selection of parameters (Intensity, Time) | Yes | Yes | SAME |
| Therapy Time | Up to 60 min | 5-60 min | Difference 3 |
| Energy Source | AC 110V, 50/60 Hz | 100 – 120 V AC, 50–60 Hz | Difference 4 |
| System Dimensions | 137*53*49 cm | 567×1148×380 mm (22×45×15 in) | Difference 4 |
| Applicator dimensions | 305*176*100 mm (per Flat Applicator) 283*177.26*87.85 mm (per Curved Applicator) | PZ 100-A & PZ 100-B: 287*170*86mm PZ 100-C & PZ 100-D: 292*170*77mm | Difference 4 |
| Applicator surface area | B1 & B2: 247.45cm² (Flat Applicator) A1 & A2: 221.25cm² (Curved Applicator) | PZ 100-A & PZ 100-B: 200.96cm² PZ 100-C & PZ 100-D: 184.08cm² | Difference 5 |
| Ambient Temperature | 10°C to 30°C | 5°C – 30°C | Difference 4 |
| Relative Humidity | ≤80% | ≤80% | SAME |
| Environmental Specifications | For indoor use only | For indoor use only | SAME |
| **Applied Standards:** | | | |
| Biocompatibility | ISO 10993-1 | ISO 10993-5, ISO 10993-10, ISO 10993-23 | Difference 6 |
| Electrical Safety | IEC 60601-1 | IEC 60601-1 | SAME |
| EMC | IEC 60601-1-2 | IEC 60601-1-2 | SAME |
| Performance | IEC 60601-2-10 | IEC 60601-2-10 | SAME |
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510(k) Summary
# Analysis 1:
The proposed device is different in Magnetic Field Intensity from the predicate device (K250038). The Magnetic Field Intensity of the PZ 100-A & PZ 100-B are: 0.5-1.8 T ±20%, PZ 100-C & PZ 100-D are 0.7-2.0T ±20%. The proposed device is within the allowable error range of the predicate device, so we believe that this difference will not raise any risks in safety and effectiveness.
# Analysis 2:
The proposed device is different in Maximum Magnetic Field Intensity at Applicator Center Surface from the predicate device (K250038). The Maximum Magnetic Field Intensity at Applicator Center Surface of the PZ 100-A & PZ 100-B are 1.154 T±20%, PZ 100-C & PZ 100-D are 1.130 T ±20%. The proposed device is within the allowable error range of the predicate device, so we believe that this difference will not raise any risks in safety and effectiveness.
# Analysis 3:
The proposed device is different in Therapy Time from the predicate device (K250038). The Therapy Time of the predicate device is 5-60min, and the proposed device is up to 60 min. We believe that this minor difference will not raise any risks in safety and effectiveness
# Analysis 4:
The proposed device is different in Energy Source, System Dimensions, Applicator dimensions and Ambient Temperature from the predicate device (K250038). However, the configuration difference are just in physical specification and this difference will not raise any issues in safety and effectiveness. By complying with IEC 60601-1, the mechanical performance, Ambient Temperature and Relative Humidity of the proposed device is determined to be accepted. Therefore, these difference will not affect safety and effectiveness of the proposed device.
# Analysis 5:
The proposed device's Applicator surface area have slight differences from the predicate device (K250038), but the applicator (flat handle and curved handle) surface area of the predicate device are within the allowable error range of proposed device, which is ±20%. We believe that this minor difference will not raise any risks in safety and effectiveness, both the proposed device and predicate device (K250038) are safe and effective.
# Analysis 6:
To support biocompatibility of the tissue contacting Applicator and Straps, information was provided per Attachment G: Biocompatibility of Certain Devices in Contact with Intact Skin of the FDA biocompatibility guidance "Use of International Standard ISO 10993-1, 'Biological evaluation of medical devices - Part 1: Evaluation and testing within a risk management process'" consistent with ISO 10993-1 principles for the evaluation of biological safety within a risk management process.
# 9. Substantially Equivalent (SE) Conclusion
The conclusions drawn from the nonclinical tests demonstrate that the device is as safe, as effective, and is substantially equivalent to the legally marketed predicate device (K250038).
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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.