K152432 · Bioelectronics Corporation · PQY · Feb 3, 2017 · Physical Medicine
Device Facts
Record ID
K152432
Device Name
ActiPatch(R)
Applicant
Bioelectronics Corporation
Product Code
PQY · Physical Medicine
Decision Date
Feb 3, 2017
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 890.5290
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
Adjunctive treatment of musculoskeletal pain related to: (1) plantar fasciitis of the heel; and (2) osteoarthritis of the knee
Device Story
ActiPatch is a pulsed shortwave therapy device for non-thermal treatment of musculoskeletal pain. Device consists of low-voltage (3V) digital/analog electronics, battery, and antenna. Operates by generating pulsed radiofrequency (RF) field (27.12MHz) delivered via induction coil antenna placed directly over target tissue. Designed for over-the-counter (OTC) use; patient applies device to affected area (knee or heel) for minimum 12 hours daily. Device provides localized therapy without far-field effects. Output is non-thermal electromagnetic energy; intended to reduce pain levels and potentially decrease reliance on pharmacological therapy. Benefits include non-invasive pain management for chronic conditions like osteoarthritis and plantar fasciitis.
Clinical Evidence
Supported by two double-blind, placebo-controlled RCTs and usability testing. Knee OA study (n=60): 36% treatment vs 9% placebo achieved >30% VAS pain reduction; 18% treatment vs 3% placebo achieved >30% WOMAC pain reduction. Plantar fasciitis study (n=70): 40% average AM pain reduction in treatment vs 7% in control over 7 days. Usability study (n=46) confirmed lay users can correctly operate device and understand indications.
Technological Characteristics
Pulsed shortwave therapy (non-thermal diathermy). Carrier frequency: 27.12MHz. Pulse rate: 1000 Hz. Pulse width: 100 µsec. Duty cycle: 10%. Power: 3V CR2032 battery. Peak spatial power density: 73 µW/cm². Antenna: 12cm or 6cm. Connectivity: None. Sterilization: Not specified. Software: ASIC-based timing control. Standards: ISO 13485, ISO 10993, IEC/EN 60601 series.
Indications for Use
Indicated for adjunctive treatment of musculoskeletal pain related to plantar fasciitis of the heel and osteoarthritis of the knee in patients requiring pain management.
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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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
February 3, 2017
BioElectronics Corporation Andrew Whelan President 4539 Metropolitan Court Frederick, Maryland 21704
Re: K152432
Trade/Device Name: ActiPatch® Regulation Number: 21 CFR 890.5290 Regulation Name: Shortwave Diathermy Regulatory Class: Class II Product Code: PQY Dated: December 2, 2016 Received: December 2, 2016
Dear Mr. Whelan:
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 devicerelated adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in
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the quality systems (OS) 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 -S
Carlos L. Peña, PhD, MS for 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) K152432
Device Name ActiPatch®
Indications for Use (Describe)
Adjunctive treatment of musculosketal pain related to: (1) plantar fasciitis of the heel; and (2) osteoarthritis of the knee
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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# Section 5: ActiPatch 510(k) Summary
- 1. Submitter's Name:
BioElectronics Corporation
- 2. Address: 4539 Metropolitan Court Frederick, MD 21704 United States Phone: 301-874-4890 Fax: 301-874-6935
#### Contact Person:
Andrew Whelan President and Chief Executive Officer
- 3. Date Prepared:
December 1, 2016
- 4. Trade Name:
ActiPatch®
#### 5. Common Name
Non-thermal Shortwave Therapy
- 6. Product Classification: 21 CFR § 890.5290(b) Product code ILX
### 7. Predicate Devices:
ActiBand (K022404), Ivivi (K070541), Orthocor (K092044)
### 8. Description of Device:
The ActiPatch® device is a pulsed shortwave therapy device. The circuitry consists of low voltage (3 V) digital/analog electronics that control all timing functions to produce the therapeutic radiofrequency (RF) field, where the antenna is placed directly above the therapeutic site. This closed loop system of the antenna, low energy signal generator circuit, and battery power supply, transfers the RF energy to the target tissue as a localized therapy with no far field effects.
#### 9. Intended Use:
Adiunctive treatment of musculoskeletal pain related to: (1) plantar fasciitis of the heel; and (2) osteoarthritis of the knee.
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#### 10. Standards:
ISO 13485:2003 Quality System Standard
ISO 13485:2012 Medical Devices: Quality Management Systems ISO 14155 Clinical investigation of medical devices for human subiects.
ISO 14971: 2012 Risk Management
ISO 10993-6:2009 Part 6 Evaluations of Medical Devices SOR/ 98-282 G D 207 & GD 210 Canadian MDR Quality Systems 93/42/EEC 2012/47/EC Council Directive
BS EN ISO 15223-1:2012 Labeling of Medical Devices
EN 1041:2008 Information Supplied with Medical Devices
EN 60601-1-2:2012 Electromagnetic Compatibility Requirements & Tests
EN 60601-1-11: 2010 Home Health Care Environment EN 60601 -1: 2006 Medical Electrical Equipment Requirements and
Tests
EN 60601-2-3: 2012 Short-Wave Therapy Equipment
EN 60601-2-10: 2001 Safety of Nerve and Muscle Stimulators MEDDEV 2.7.1 Rev. 3 Clinical Evaluation
MEDDEV 2.12-1 Rev.8 Vigilance System in Europe
MEDDEV 2.12/2 rev. 2 Post Market Clinical Follow-Up Studies
MEDDEV 12.2-2 Rev. 2 Post Market Surveillance
#### 11. Summary of technological characteristics:
The ActiPatch® device has the following technological characteristics (TABLE 1). The ActiPatch operates at 27.12MHz shortwave frequency, pulsing at a 1000 pulses per second with a pulse width of 100psecs. The duty cycle is therefore 10%. The power source is a 3V battery (CR 2032), producing a peak spatial power density of 73 microWatts/cm².
Table 1. Technological characteristics of the ActiPatch® Shortwave Therapy Device
| Carrier frequency | 27.12MHz |
|--------------------------------------|-----------------------------|
| Peak spatial power density | 73 microwatts/ cm² |
| Pulse rate | 1000 pulses per second |
| Pulsed on duration | 100 micro seconds |
| Power source | Battery CR2032 |
| Antenna size | 12cm or 6cm |
| Treatment area | 110cm² or 30cm² |
| Weight | 9.5 grams |
| Operation time (lifetime of battery) | 720 hours |
| Recommended Treatment Time | Minimum of 12 hours per day |
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# 12. Substantial Equivalence:
| | BioElectronics<br>ActiPatch® | ActiBand<br>(K022404) | Ivivi<br>(K070541) | Orthocor<br>(K092044) |
|----------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Indication for<br>Use | Adjunctive<br>treatment of<br>musculoskeletal<br>pain related<br>to: (1) plantar<br>fasciitis of the<br>heel; and (2)<br>osteoarthritis of<br>the knee | Treatment of edema<br>Following<br>Blepharoplasty | Adjunctive use<br>in the palliative<br>treatment of<br>post-operative<br>pain and edema<br>in superficial<br>soft tissue. | Adjunctive use in<br>the palliative<br>treatment of<br>postoperative<br>pain and<br>edema in<br>superficial soft<br>tissue.<br>Temporary relief of<br>minor muscular and<br>joint aches and<br>pains associated<br>with over-exertion,<br>strains, sprains,<br>and arthritis. |
| Technology | Pulsed<br>Shortwave<br>Therapy (Non-<br>thermal<br>Diathermy) | Pulsed<br>Shortwave<br>Therapy (Non-<br>thermal Diathermy) | Pulsed<br>Shortwave<br>Therapy (Non-<br>thermal<br>Diathermy) | Pulsed Shortwave<br>Therapy (Non-<br>thermal Diathermy) |
| Product Code | ILX | ILX | ILX | ILX<br>IMD |
| Regulation | 21 CFR<br>890.5290(b) | 21 CFR 890.5290(b) | 21 CFR<br>890.5290(b) | 21 CFR<br>890.5290(b)<br>21 CFR 890.5710 |
| Classification<br>Name | Shortwave<br>diathermy | Shortwave diathermy | Shortwave<br>diathermy | Shortwave diathermy |
| Anatomical sites | Superficial soft<br>tissue | Superficial soft<br>tissue | Superficial soft<br>tissue | Superficial soft tissue |
| How energy is<br>coupled | Induction coil | Induction coil | Induction coil | Induction coil |
| Carrier<br>Frequency | 27.1 MHz | 27.1 MHz | 27.1 MHz | 27.1 MHz |
| Pulse duration | 100 µsecs | 100 µsecs | 2 ms | 2 ms |
| Pulse rate | 1000 Hz | 1000 Hz | 2 Hz | 2 Hz |
| Duty cycle | 10% | 10% | 0.4% | 0.4% |
| Power source | 3V DC<br>(1 X CR2032<br>Lithium Battery) | 3V DC (Battery) | 6V DC<br>(2 X CR2032<br>Lithium Battery)<br>(or) Mains | 3V - 4.2V DC<br>(Battery) |
| Antenna size<br>(treatment area) | 110 cm² | 65 cm² | 285 cm² | Undisclosed by<br>manufacturer |
| Averagespatial<br>power<br>density (RMS) | 4.4 µWatts/cm² | 4.4 µWatts/cm² | 4.4 µWatts/cm² | 4.4 µWatts/cm² |
| Specific<br>absorption rate<br>(W/kg) (Peak) | 0.0007 W/kg | 0.0007 W/kg | Undisclosed by<br>manufacturer | Undisclosed by<br>manufacturer |
| Operation time | 720 hours | 720 hours | Undisclosed by | Undisclosed by |
| (battery lifetime) | | | manufacturer | manufacturer |
| Recommended<br>treatment<br>duration (use<br>time) based on<br>clinical evidence | Minimum of 12<br>hours per day, up<br>to 24 hours per<br>day | Minimum of 12 hours<br>per day, up to 24<br>hours per day | Undisclosed by<br>manufacturer | Undisclosed by<br>manufacturer |
## Substantial Equivalence Comparison Table
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The table above compares the indication for use and technological characteristics of the ActiPatch with those of the predicate devices.
ActiPatch's technological features are almost identical to those of the ActiBand, with only slight differences that do not affect the technological performance of the device, such as the adoption of an ASIC microchip, compared to larger, discrete circuitry components (both active and passive) in the ActiBand, and a slightly larger antenna in the ActiPatch. The therapeutic effects of ActiBand® and ActiPatch® are due to the pulsed shortwave signal that is identical between the two devices.
ActiPatch's technological characteristics are also similar to those of the other predicates, for example, ActiPatch has the same carrier frequency as the Ivivi SofPulse device (K070541) and the OrthoCor Knee System (K092044), with only slight technological differences, for example in the pulse duration, pulse rate and duty cvcle.
The minor differences in the antenna size between ActiPatch and the predicate devices do not affect the average spatial power density levels. The performance data submitted in the premarket notification, including the electrical safety, electromagnetic safety, biocompatibility, and clinical data described in Section 13 below, show that any differences in technology do not adversely affect the safety and effectiveness of the ActiPatch compared to the predicates, and that the ActiPatch is at least as safe and effective as the predicates.
ActiPatch has the same intended use as the predicate devices, i.e., the application of electromagnetic energy to non-thermally treat pain. The difference in indications between the predicate products and ActiPatch, including the OTC use, does not result in a new intended use, and the available data on ActiPatch show that it is as safe and effective as the predicates.
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### 13. Testing:
#### Non-Clinical/Performance Data:
Electrical safety, electromagnetic safety, biocompatibility testing, and testing in accordance with the special controls of the October 13, 2015 Final Reclassification Order for Non-thermal Shortwave Therapy devices was performed for the ActiPatch®.
The ActiPatch was tested for conformity to the following standards and was determined to conform to these standards:
- a. General Safety and Requirements Medical Equipment- IEC/EN 60601-1-2:2012
- b. General Safety and Requirements Medical Equipment- IEC 60601-1:2005+A1:2012
- c. General Safety and Requirements Medical Equipment-EN 60601-1:2006
Biocompatibility testing was conducted for the ActiPatch. The skin sensitization test performed in accordance with ISO 10993-10:2010 showed no evidence of an ActiPatch extract causing skin sensitization in guinea pigs. The skin irritation test conducted in accordance with ISO 10993-10:2010 demonstrated that gauze material saturated with extract from the ActiPatch showed no evidence of causing skin irritation in New Zealand white rabbits. The cytotoxicity test performed in accordance with ISO 10993-5:2009 showed that no observable in vitro cytotoxicity in L- 929 mouse fibroblast cells that were placed in contact with an extract prepared from ActiPatch.
The testing that was conducted in accordance with the special controls of the October 13, 2015 Final Reclassification Order demonstrated that the ActiPatch performs as intended under anticipated conditions of use. The testing determined and considered the peak output power; the pulse width; the pulse frequency: the duty cycle; the average measured output powered into the RF antenna/applicator; the specific absorption rates in a saline gel test load; the characterization of the electrical and magnetic fields in saline gel test load for each RF antenna and prescribed RF antenna orientation/position; and the characterization of the deposited energy density in saline gel test load.
Clinical Data:
Two IRB approved double blind and placebo controlled
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randomized controlled trials were conducted in support of this premarket notification. Usability testing was conducted to support the OTC use of the device.
- d. The osteoarthritis of the knee study was a double blind randomized controlled study in 66 intent-to-treat patients, out of which 60 patients completed the four-week study. The primary effectiveness endpoints were improvements in pain level over the four weeks as measured by the before and after VAS score and WOMAC scores, and the primary safety endpoint was all treatment-related adverse events during the study. 36% of the treatment group reported a clinically significant decrease in VAS pain, defined as a >30% decrease in pain, compared to 9% for the placebo group, and 18% of the treatment group reported a clinically significant decrease in total WOMAC pain, defined as a >30% decrease in pain, compared to 3% for the placebo group. In the treatment group, 26% stopped pharmacological therapy whereas in the placebo group 33% started a new pharmacological therapy during the study. No adverse events were recorded.
- e. The plantar fasciitis study was a double-blind, multicenter, randomized, placebo-controlled study to evaluate the safety and effectiveness of the ActiPatch to reduce the pain level of patients diagnosed with plantar fasciitis. A total of 70 patients completed the study. The primary effectiveness endpoint was the daily morning (AM) VAS score, and the primary safety endpoint was all treatment-related adverse events during the 7-day study. The results showed that the average reported pain reduction between the first day's AM pain score and the 7th day's AM pain score for the treatment group was 40% compared to 7% for the control group.
- f. Usability testing was conducted on 46 men and women over the age of 17 with a wide range of education levels. These subjects demonstrated use of the ActiPatch on either the knee, lower back, or shoulder. TThe testing showed that lay users understand the indications for use and when not to use the device. In addition, the study showed that users understand how to turn the device on, place it correctly on the right part of the body, and how long to use the device.
Conclusion: The non-clinical and clinical data demonstrate that the ActiPatch is at least as safe and effective as its predicate devices, and can be used as an over-the-counter device.
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.