K243112 · Enraf-Nonius, B.V. · IMJ · Jun 25, 2025 · Physical Medicine
Device Facts
Record ID
K243112
Device Name
Curapuls 670
Applicant
Enraf-Nonius, B.V.
Product Code
IMJ · Physical Medicine
Decision Date
Jun 25, 2025
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 890.5290
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Curapuls 670 is indicated to be used for applying therapeutic deep heat in body tissues for the treatment of selected medical conditions such as: 1. Relieving pain; 2. Reducing muscle spasm; 3. Increasing range of motion of contracted joints using heat and stretch techniques; and 4. Increasing blood flow to tissues in the treatment area.
Device Story
Curapuls 670 is a two-channel, microprocessor-controlled pulsed shortwave diathermy unit; used in clinical settings by physicians. Device generates high-frequency electric currents at 27.12 MHz; energy delivered via inductive capacitive electrodes (Circuplodes) to soft tissues. Three applicator sizes available; positioned using a mechanical arm. User controls activation via touchscreen console. Device produces therapeutic deep heat (40-45°C) to treat pain, muscle spasms, and joint contractures; increases local blood flow. System includes remote stop control. Benefits include non-invasive thermal therapy for musculoskeletal conditions.
Clinical Evidence
Bench testing only. Testing included electrical safety (ANSI AAMI ES60601-1), EMC (IEC 60601-1-2), biocompatibility (ISO 10993-1, -5, -10), usability, and software life cycle (IEC 62304). Thermal effect testing demonstrated the device maintains tissue temperatures of approximately 40-45°C in vivo.
Technological Characteristics
High-frequency electromagnetic current (27.12 MHz); pulsed mode. Materials: Aluminum, polycarbonate-ABS, polycarbonate, ABS, glass, polyethylene, POM. Dimensions: 22.0" x 43.3" x 18.9". Power: 100–240 VAC. Electrical protection: Class II, BF. User interface: Touchscreen. Standards: IEC 60601-1, IEC 60601-1-2, IEC 62304, ISO 14971, ISO 10993 series.
Indications for Use
Indicated for adults requiring therapeutic deep heat for pain relief, muscle spasm reduction, increased range of motion in contracted joints, and increased blood flow to tissues.
Regulatory Classification
Identification
A nonthermal shortwave therapy is a prescription device that applies to the body pulsed electromagnetic energy in the RF bands of 13.56 MHz or 27.12 MHz and that is intended for adjunctive use in the palliative treatment of postoperative pain and edema of soft tissue by means other than the generation of deep heat within body tissues as described in paragraph (a) of this section.
Special Controls
*Classification: Class II (special controls).* The device is classified as class II. The special controls for this device are:(i) Components of the device that come into human contact must be demonstrated to be biocompatible.
(ii) Appropriate analysis/testing must demonstrate that the device is electrically safe and electromagnetically compatible in its intended use environment.
(iii) Non-clinical performance testing must demonstrate that the device performs as intended under anticipated conditions of use. Non-clinical performance testing must characterize the output waveform of the device and demonstrate that the device meets appropriate output performance specifications. The output characteristics and the methods used to determine these characteristics, including the following, must be determined:
(A) Peak output power;
(B) Pulse width;
(C) Pulse frequency;
(D) Duty cycle;
(E) Characteristics of other types of modulation that may be used;
(F) Average measured output powered into the RF antenna/applicator;
(G) Specific absorption rates in saline gel test load or other appropriate model;
(H) Characterization of the electrical and magnetic fields in saline gel test load or other appropriate model for each RF antenna and prescribed RF antenna orientation/position; and
(I) Characterization of the deposited energy density in saline gel test load or other appropriate model.
(iv) A detailed summary of the clinical testing pertinent to use of the device to demonstrate the effectiveness of the device in its intended use.
(v) Labeling must include the following:
(A) Output characteristics of the device;
(B) Recommended treatment regimes, including duration of use; and
(C) A detailed summary of the clinical testing pertinent to the use of the device and a summary of the adverse events and complications.
(vi) Nonthermal shortwave therapy devices marketed prior to the effective date of this reclassification must submit an amendment to their previously cleared premarket notification (510(k)) demonstrating compliance with these special controls.
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FDA U.S. FOOD & DRUG ADMINISTRATION
June 25, 2025
Enraf-Nonius, B.V.
% Scott Blood
Principal Regulatory Consultant
QARA Consulting LLC
151 Gleasondale Road
Stow, Massachusetts 01775
Re: K243112
Trade/Device Name: Curapuls 670
Regulation Number: 21 CFR 890.5290
Regulation Name: Shortwave Diathermy
Regulatory Class: Class II
Product Code: IMJ
Dated: September 30, 2024
Received: September 30, 2024
Dear Scott Blood:
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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K243112 - Scott Blood
Page 2
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical device-related adverse events) (21 CFR Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reporting-combination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-devices/medical-device-safety/medical-device-reporting-mdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-
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K243112 - Scott Blood
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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,
Lauren E. Woodard -S
for Amber Ballard, PhD
Assistant Director
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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DEPARTMENT OF HEALTH AND HUMAN SERVICES
Food and Drug Administration
Indications for Use
Form Approved: OMB No. 0910-0120
Expiration Date: 07/31/2026
See PRA Statement below.
Submission Number (if known)
K243112
Device Name
Curapuls 670
Indications for Use (Describe)
The Curapuls 670 is indicated to be used for applying therapeutic deep heat in body tissues for the treatment of selected medical conditions such as:
1. Relieving pain;
2. Reducing muscle spasm;
3. Increasing range of motion of contracted joints using heat and stretch techniques; and
4. Increasing blood flow to tissues in the treatment area.
Type of Use (Select one or both, as applicable)
☑ Prescription Use (Part 21 CFR 801 Subpart D)
☐ Over-The-Counter Use (21 CFR 801 Subpart C)
# CONTINUE ON A SEPARATE PAGE IF NEEDED.
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*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:
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Page 1 of 5
510(k) Summary
Curapuls 670
1. Basic Information-Submitter:
510(k) Owner:
Enraf-Nonius B.V
127, Vareseweg
Rotterdam, Zuid-Holland, NL-3047AT
THE NETHERLANDS
Official Correspondent:
Scott Blood
Principal Consultant
Phone: 978.729.5978
Fax: +49 731 9761 118
E-Mail: scottqara@gmail.com
Date Summary Prepared: May 27, 2025
2. Device Name:
Trade Name: Curapuls 670
Classification Name: Diathermy, Shortwave, For the Use in Applying
Therapeutic Deep Heat
Regulation Number: 890.5290
Product Code: IMJ
Classification: Class II
3. Predicate Device:
Company Name: BTL Industries, Inc.
K182363
BTL-703
4. Device Description:
The Curapuls 670 is a two-channel microprocessor-controlled unit for pulsed shortwave therapy. Through inductive electrodes (Circuplodes), high-frequency electric currents are produced within the body. Pulsed energy at 27.12 MHz is absorbed by soft tissues. Three sizes of Circuplodes (140mm, 90mm and elliptical) are available to accommodate different size treatment areas.
Deep heating of tissue is achieved with ease by means of inductive electrodes. The user can connect two applicators. Activation of each applicator can be controlled from the console menu.
This device is a prescription equipment. Use by any persons other than physicians is prohibited.
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5. Indications for Use Statement:
| Indications for Use | SUBJECT DEVICE
Enraf-Nonius B.V.
Curapuls 670
This Submission | PREDICATE DEVICE
BTL Industries, Inc.
BTL-703
K182363 |
| --- | --- | --- |
| Indications for Use | Used for applying therapeutic deep heat in body tissues in adults for the treatment of selected medical conditions such as: 1. Relieving pain; 2. Reducing muscle spasm; 3. Increasing range of motion of contracted joints using heat and stretch techniques; and 4. Increasing blood flow to tissues in the treatment area. | Used for applying therapeutic deep heat in body tissues for the treatment of selected medical conditions such as: 1. Relieving pain; 2. Reducing muscle spasm; 3. Increasing range of motion of contracted joints using heat and stretch techniques; and 4. Increasing blood flow to tissues in the treatment area. |
The Indications for Use statement for Curapuls 670 is similar to the predicate device.
6. Technological Characteristics:
Both the subject device and predicate device use the same frequency (27.12 MHz) to meet their Indications for Use. The devices are mostly technologically equivalent. The minor differences shown below do not raise new questions of safety or effectiveness.
| Technological Characteristics | SUBJECT DEVICE
Enraf-Nonius B.V.
Curapuls 670
This Submission | PREDICATE DEVICE
BTL Industries, Inc.
BTL-703
K182363 | Substantial
Equivalence
Comments |
| --- | --- | --- | --- |
| Working Frequency | 27.12 MHz | 27.12 MHz | Identical |
| Power source | 100 – 240 VAC +/- 10% | Internal, 120 VAC | Different |
| Peak Output Power | 200 W | 2 x 100 W (Continuous) | Similar |
| Pulse Width | 65 – 400 μs | Not publicly available | --- |
| Pulse Frequency | 26 – 800 Hz | Not publicly available | --- |
| Mean Power | 0 – 64 W | Not publicly available | --- |
| Electrical Protection | Class II, BF | Class II, BF | Identical |
| User Interface | Touchscreen | Touchscreen | Identical |
| Firmware Controlled | Yes | Yes | Identical |
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| Technological Characteristics | SUBJECT DEVICE
Enraf-Nonius B.V.
Curapuls 670
This Submission | PREDICATE DEVICE
BTL Industries, Inc.
BTL-703
K182363 | Substantial Equivalence Comments |
| --- | --- | --- | --- |
| Energy Type | High-frequency electromagnetic current | High-frequency electromagnetic current | Identical |
| Mode of Operation | Pulsed | Continuous | Different |
| Applicator type | Capacitive | Capacitive | Identical |
| Applicator size | 90 mm diameter
140 mm diameter
Oval | 100mm diameter | Similar |
| Indicator Display On/Off Status?
Low Battery?
Voltage/Current level? | Yes
Yes
Yes | Yes
Yes
Yes | Identical |
| Way of Applicator Attachment | Mechanical | Negative Pressure | Different |
| Applicator sleeves | No | Yes | Different |
| Thermal Stabilization System | No | Yes | Different |
| Arm Control | Mechanical | Electrical / Mechanical | Similar |
| Hands-Free Application | Yes | Yes | Identical |
| Stop Remote Control | Yes | Yes | Identical |
| Applicator Contact Monitor | No | Yes | Different |
| Timer Range (minutes) | 0 – 30 min | 0 – 30 min | Identical |
| Compliance to Standards | IEC 60601-1 | IEC 60601-1 | Identical |
| | IEC 60601-1-2 | IEC 60601-1-2 | |
| | IEC 62304 | IEC 62304 | |
| | ISO 14971 | ISO 14971 | |
| | ISO 10993-1 | ISO 10993-1 | |
| | ISO 10993-5 | ISO 10993-5 | |
| | ISO 10993-10 | ISO 10993-10 | |
| | ISO 10993-10 | ISO 10993-10 | |
| Weight | 60 lbs | Not publicly available | Unknown |
| Dimensions (W x H x D) | 22.0" x 43.3" x 18.9" | 24.7" x 38.8" x 26.5" | Different |
Page 3 of 5
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Page 4 of 5
| Technological Characteristics | SUBJECT DEVICE
Enraf-Nonius B.V.
Curapuls 670
This Submission | PREDICATE DEVICE
BTL Industries, Inc.
BTL-703
K182363 | Substantial
Equivalence
Comments |
| --- | --- | --- | --- |
| Housing Materials and Construction | Aluminum, polycarbonate-ABS, polycarbonate, ABS, glass, polyethlyene, POM | Not publicly available | --- |
## Discussion of Differences
Indications for use are identical for both subject and predicate devices.
| Technological Characteristics | Characteristic differences between Curapuls 670 and predicate device | Discussion on why this difference does not affect the overall safety and effectiveness of the subject device when compared to the predicate device |
| --- | --- | --- |
| Mode of Operation | Pulsed versus Continuous | Both pulses and continuous modes of shortwave diathermy are used in already-cleared medical devices. While continuous mode does allow for faster temperature rise in tissue, both modes have been tested for thermal effect in tissue as part of device clearance. |
| Way of Application Attachment | Mechanical versus Negative Pressure | The predicate device uses negative pressure to hold the applicator in place on the patient's skin. The silicone applicator sleeves, thermal stabilization system, and applicator contact monitor are all part of that negative pressure system. The subject device uses a mechanical arm system to hold the applicator in position. The negative pressure applicator accessories are not needed when mechanical means of applicator attachment are employed. |
| Applicator sleeves | None versus Yes | |
| Thermal Stabilization System | None versus Yes | |
| Applicator Contact Monitor | None versus Yes | |
| Power Source | 100 – 240 VAC +/- 10% versus 120 VAC | Subject device has been tested for electrical safety per IEC 60601-1. The power source does not create any new questions of safety and effectiveness. |
| Dimensions | 22.0" x 43.3" x 18.9" versus 24.7" x 38.8" x 26.5" | Different form factor has no influence on the safety or effectiveness of the device. |
## 7. Summary of Non-clinical Testing:
The technological characteristics of the Curapuls 670 device has been verified based on assessments of electrical safety, performance, biocompatibility, software and usability.
The device has been found to comply with applicable medical device safety standards:
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IEC 60601-1 Medical electrical equipment – Part 1: General requirements for basic safety and essential performance
IEC 60601-1-2 Medical electrical equipment – Part 1-2: General requirements for basic safety and essential performance - Collateral standard: Electromagnetic Disturbance – Requirements and tests
IEC 62304 Medical device software – Software life cycle processes
ISO 14971 Medical devices – Application of risk management to medical devices
ISO 10993-1 Biological evaluation of medical devices – Part 1: Evaluation and testing within a risk management process
ISO 10993-5 Biological evaluation of medical devices – Part 5: Tests for in vitro cytotoxicity
ISO 10993-10 Biological evaluation of medical devices – Part 10: Tests for irritation and skin sensitization
The following testing has been conducted with satisfactory results:
- Usability: Usability assessments were done to verify user interface, safety features and satisfactory performance.
- Electromagnetic compatibility: EMC testing was done to evaluate emissions and immunity to electromagnetic fields in accordance with IEC 60601-1-2.
- Electrical and mechanical safety: Full electrical safety testing was done in compliance with ANSI AAMI ES60601-1.
- Thermal effect on tissue: Demonstrated the device is able to maintain temperature in the range of approximately 40-45°C in vivo.
Testing has been performed on final, finished devices and these systems have met the required specifications for the completed tests.
8. Conclusion:
There are no differences with respect to the indications for use and many of the technological characteristics between the Curapuls 670 and the predicate device. The minor differences mentioned above do not raise new questions of safety or effectiveness.
Page 5 of 5
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.