K153224 · Djo, LLC · IPF · Feb 17, 2016 · Physical Medicine
Device Facts
Record ID
K153224
Device Name
VitalStim(R) Plus Electrotherapy System
Applicant
Djo, LLC
Product Code
IPF · Physical Medicine
Decision Date
Feb 17, 2016
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 890.5850
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
For VMS™ - VitalStim Waveforms and sEMG Triggered Stimulation. Muscle re-education by application of external stimulation to the muscles necessary for pharyngeal contraction. VMS waveform is a square symmetrical biphasic waveform with the application for use on the musculature of the face. The intended uses are: Optional application of sEMG biofeedback with Muscle Stimulation VMS TM waveform for prevention or retardation of disuse atrophy, for muscle re-education, and for relaxation of muscle spasms in the treatment of swallowing musculature dysfunction in post-traumatic conditions or after neurological insult with impaired neuromuscular function. VitalStim waveform is a square symmetrical biphasic waveform with interphase interval pulse with the application for use on the swallowing musculature in the anterior portion of the neck. The intended uses are: The VitalStim waveform intended uses are muscle re-education of the swallowing musculature in the treatment of dysphagia (swallowing problems) from any etiology except mechanical causes that would need surgical intervention (for instance, obstructing tumors). Nonmechanical causes of dysphagia include: neurological and muscle disorders; cardiovascular accidents; respiratory disorders with swallowing complications; iatrogenic conditions (conditions caused by surgery); fibrosis/stenosis arising from radiation; disuse due to stroke, intubation, or birth-related anoxic injuries; and trauma to the head and neck. This device is a prescription device intended for use by or on the order of a physician or other licensed health professional. sEMG is surface biofeedback for use on the swallowing musculature of the face and/or anterior portion of the neck. The intended uses are: The sEMG intended uses are surface electromyography biofeedback for relaxation training and muscle re-education.
Device Story
VitalStim Plus is a 4-channel electrotherapy and 2-channel sEMG biofeedback system. It delivers square symmetrical biphasic electrical pulses to facial and neck muscles to treat dysphagia and muscle atrophy. Input consists of surface EMG signals from patient musculature; device processes these signals to provide biofeedback and trigger electrical stimulation. Output is delivered via lead wires and electrodes to the patient. Used in clinical settings by physicians or licensed health professionals. Device features Bluetooth connectivity to PC software for data management. Benefits include muscle re-education, relaxation of spasms, and prevention of disuse atrophy in patients with neurological or post-traumatic swallowing dysfunction. System is battery-powered and portable compared to the desktop predicate.
Clinical Evidence
Bench testing only. No clinical data provided. Performance testing included electrical safety (IEC 60601-1), EMC (IEC 60601-1-2), usability (IEC 60601-1-6), home healthcare environment (IEC 60601-1-11), and nerve/muscle stimulator performance (IEC 60601-2-10). Wireless coexistence testing confirmed performance in 2.4 GHz environments. Software verification conducted per FDA guidance.
Technological Characteristics
Battery-powered (4x1.5V AA) 4-channel electrotherapy system. Delivers square symmetrical biphasic waveforms (VMS and VitalStim). Features sEMG biofeedback, Bluetooth connectivity, and timer-based auto-shutoff. Regulated current output. Complies with 21 CFR 898 for patient lead safety. Dimensions: 3.5"W x 5.9"H x 1.37"D. Weight: 0.35lb.
Indications for Use
Indicated for patients with oropharyngeal dysphagia and head/neck disorders requiring muscle re-education of swallowing musculature. Contraindicated for mechanical causes of dysphagia requiring surgical intervention (e.g., obstructing tumors).
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.
{0}------------------------------------------------
Image /page/0/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo consists of a circular seal with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" arranged around the perimeter. Inside the circle is an abstract symbol that resembles a stylized caduceus or a representation of the human form.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
February 17, 2016
Djo, LLC Natalia Shirina Regulatory Affairs Specialist 3 1430 Decision Street Vista, California 92081
Re: K153224
Trade/Device Name: VitalStim® Plus Electrotherapy System Regulation Number: 21 CFR 890.5850 Regulation Name: Powered Muscle Stimulator Regulatory Class: Class II Product Code: IPF, HCC Dated: January 14, 2016 Received: January 19, 2016
Dear Natalia Shirina:
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
{1}------------------------------------------------
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 -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
{2}------------------------------------------------
## Indications for Use
510(k) Number (if known) K153224
Device Name VitalStim® Plus Electrotherapy System
Indications for Use (Describe)
For VMS™ - VitalStim Waveforms and sEMG Triggered Stimulation.
Muscle re-education by application of external stimulation to the muscles necessary for pharyngeal contraction
| Type of Use (Select one or both, as applicable) | |
|----------------------------------------------------------------------------------|--------------------------------------------------------------------------------|
| <div> <span> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> | <div> <span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
#### CONTINUE ON A SEPARATE PAGE IF NEEDED.
This section applies only to requirements of the Paperwork Reduction Act of 1995.
#### *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:
> Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff@fda.hhs.gov
"An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number."
{3}------------------------------------------------
#### 510(k) Summary
This 510(k) summary of safety and effectiveness is being submitted in accordance with the requirements of 21 CFR 807.92.
The assigned 510(k) number is K153224.
| Submitted by: | DJO, LLC<br>1430 Decision Street<br>Vista, CA 92081<br>FDA Establishment Registration: 2020737 |
|------------------------|------------------------------------------------------------------------------------------------|
| Contact Person: | Natalia Shirina<br>Regulatory Affairs Specialist 3<br>760-734-5534 |
| Date Summary Prepared: | February 8, 2016 |
| Trade Name: | VitalStim® Plus Electrotherapy System |
| Classification Name: | Stimulator, muscle, powered (21 CFR 890.5850)<br>Device, Biofeedback (21 CFR 882.5050) |
| Product Code: | IPF, Stimulator, muscle, powered<br>HCC, Device, Biofeedback |
| Regulatory Class: | Class II |
| Predicate Device: | VitalStim Experia (K070425)<br>Class II |
### Device Description:
The VitalStim® Plus Electrotherapy System is a 2 Channel EMG and 4 Channel electrotherapy system used in treating patients with Oropharyngeal Dysphagia and disorders of the head and neck, with Bluetooth connection to PC software.
#### Indications for Use:
For VMS™ - VitalStim Waveforms and sEMG Triggered Stimulation.
- . Muscle re-education by application of external stimulation to the muscles necessary for pharyngeal contraction.
{4}------------------------------------------------
#### Intended Uses- VMS™M Waveform
VMS waveform is a square symmetrical biphasic waveform with the application for use on the musculature of the face.
The intended uses are:
Optional application of sEMG biofeedback with Muscle Stimulation VMS TM waveform for prevention or retardation of disuse atrophy, for muscle re-education, and for relaxation of muscle spasms in the treatment of swallowing musculature dysfunction in post-traumatic conditions or after neurological insult with impaired neuromuscular function.
#### Intended Uses- VitalStim Waveform
VitalStim waveform is a square symmetrical biphasic waveform with interphase interval pulse with the application for use on the swallowing musculature in the anterior portion of the neck. The intended uses are:
The VitalStim waveform intended uses are muscle re-education of the swallowing musculature in the treatment of dysphagia (swallowing problems) from any etiology except mechanical causes that would need surgical intervention (for instance, obstructing tumors). Nonmechanical causes of dysphagia include: neurological and muscle disorders; cardiovascular accidents; respiratory disorders with swallowing complications; iatrogenic conditions (conditions caused by surgery); fibrosis/stenosis arising from radiation; disuse due to stroke, intubation, or birth-related anoxic injuries; and trauma to the head and neck. This device is a prescription device intended for use by or on the order of a physician or other licensed health professional.
#### Intended Uses- Surface EMG
sEMG is surface biofeedback for use on the swallowing musculature of the face and/or anterior portion of the neck. The intended uses are:
The sEMG intended uses are surface electromyography biofeedback for relaxation training and muscle re-education.
#### Technological Comparison to Predicate Devices:
Based on the critical functional characteristics and indications for use, the VitalStim® Plus Electrotherapy System is substantially equivalent to the VitalStim Experia device (K070425). Both are Class II devices, powered muscle stimulator, biofeedback devices, subject to 21 CFR 890.5850 and 21 CFR 882.5050. Both devices are for prescription use only and the indications for use are the same.
The differences between the VitalStim® Plus Electrotherapy System and the predicate devices are considered to be minor by nature. Any differences in technological characteristics are explained in this submission to demonstrate that these differences do not raise new issues of safety and effectiveness.
{5}------------------------------------------------
| Characteristic | New Device | Predicate Device | Similar/<br>Different |
|--------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------|
| 510(k) Number | K153224 | K070425 | Similar |
| Device Name, Model | VitalStim® Plus Electrotherapy<br>System, Model 5923-3 | VitalStim Experia, Model<br>5950 | Similar |
| Manufacturer | DJO, LLC | DJO, LLC 510(k)<br>sponsor:<br>Chattanooga Group | Similar |
| Type of device | A non-implantable, battery<br>powered, hand held, electrical<br>muscle conditioning device used<br>for the treatment of medical<br>purposes to apply an electrical<br>current to stimulate and re-<br>educate the swallowing<br>musculature (pharyngeal<br>contractions) in the treatment of<br>dysphagia from any etiology<br>except mechanical causes that<br>would need surgical intervention<br>(e.g., obstructing tumors) | A non-implantable,<br>mains powered, desktop,<br>electrical muscle<br>conditioning device used<br>for the treatment of<br>medical purposes to<br>apply an electrical<br>current to stimulate and<br>re-educate the<br>swallowing musculature<br>(pharyngeal contractions)<br>in the treatment of<br>dysphagia from any<br>etiology except<br>mechanical causes that<br>would need surgical<br>intervention (e.g.,<br>obstructing tumors) | Similar |
| Connection of device to electrodes | Lead wires | Lead wires | Similar |
| Indications for Use | For VMS™ and VitalStim<br>Waveforms and sEMG<br>Triggered Stimulation.<br>- Muscle re-education by<br>application of external<br>stimulation to the muscles<br>necessary for pharyngeal<br>contraction. | For VMS™ and<br>VitalStim Waveforms,<br>High Voltage Pulsed<br>Current (HVPC) and<br>sEMG Triggered<br>Stimulation.<br>- Muscle re-education by<br>application of external<br>stimulation to the<br>muscles necessary for<br>pharyngeal contraction. | Similar |
| Power Source(s) | 6V (4x1.5V AA battery cells) | 100-240V - 1.3 A Main<br>P. Supply | Different |
| Characteristic | New Device | Predicate Device | Similar/<br>Different |
| VMS™-Square Symmetrical Biphasic | Yes | Yes | Similar |
| HVPC™-Monophasic Pulsed | No | Yes | Different |
| VitalStim™ - Square Symmetrical Biphasic | Yes | Yes | Similar |
| Patient Leakage Current: Normal Condition & Single Fault Condition | | | |
| Channel 1 | <100μA | <100μA | Similar |
| Channel 2 | <100μA | <100μA | Similar |
| Channel 3 | <100μA | <100μA | Similar |
| Channel 4 | <100μA | <100μA | Similar |
| Number of Output Channels | Four | Four | Similar |
| Synchronous or Alternating? | Synchronous and Alternating | Synchronous and<br>Alternating | Similar |
| Regulated Current or Regulated Voltage? | Regulated current (all channels) | Regulated current (all<br>channels) | Similar |
| Software/Firmware/Microprocessor<br>Control? | Yes | Yes | Similar |
| Automatic Shut Off? | Yes (timer) | Yes (timer) | Similar |
| Patient Override Control? | Yes | Yes | Similar |
| Biofeedback Feature | Yes | Yes | Similar |
| Indicator Display<br>- On/Off Status? | Yes | Yes | Similar |
| Compliance with 21 CFR 898? | Yes, leads with conductive<br>connection to a patient are<br>constructed such that no<br>conductive connection remote<br>from the patient can contact earth<br>or hazardous voltages. | Yes, leads with<br>conductive connection to<br>a patient are constructed<br>such that no conductive<br>connection remote from<br>the patient can contact<br>earth or hazardous<br>voltages. | Similar |
| Weight | 0.35lb | 6lbs | Different |
| Dimensions in inches [W x H x D] | 3.5"Wx5.9"Hx1.37"D | 9.75"W x8.75"H x<br>12.75"D | Different |
## Basic Device Characteristics – Comparison with Predicate Device
{6}------------------------------------------------
# Output Specifications – Comparison with Predicate Device
VitalStim™ Square Symmetrical Biphasic Waveform Specification Matrix
| Characteristic | New Device | Predicate Device | Similar/<br>Different |
|--------------------------------|--------------------------------|-----------------------------------|-----------------------|
| Waveform | Symmetrical Biphasic (DC Zero) | Symmetrical Biphasic<br>(DC Zero) | Similar |
| Shape | Square | Square | Similar |
| Maximum Output Current (± 30%) | | | |
| 500Ω | 25mA | 25mA | Similar |
| 1000Ω | 25mA | 25mA | Similar |
{7}------------------------------------------------
| 2000Ω | 25mA | 25mA | Similar |
|--------------------------------------------------------------------------------------------------|----------------|---------------|-----------|
| 2500Ω | 25mA | 25mA | Similar |
| 10000Ω | 7mA | 12mA | Different |
| Pulse Width | Fixed 300 µsec | Fixed 300µsec | Similar |
| Frequency Hz | Fixed 80 Hz | Fixed 80Hz | Similar |
| Ramp Time | 2sec | 2sec | Similar |
| For multiphasic waveforms only: | Yes | Yes | Similar |
| Symmetrical phases? | Yes | Yes | Similar |
| Phase Duration (include units) (state range,<br>if applicable) (both phases, if<br>asymmetrical) | Fixed 300µsec | Fixed 300µsec | Similar |
| Net Charge [µC/pulse] | 0 µC | 0 µC | Similar |
| Stim + EMG Biofeedback | Yes | Yes | Similar |
Output Specifications – Comparison with Predicate Device VMS™ Square Symmetrical Biphasic Waveform Specification Matrix
| Characteristic | New Device | Predicate Device | Similar/<br>Different |
|--------------------------------------------------------------------------------------------------|--------------------------------|-----------------------------------|-----------------------|
| Waveform | Symmetrical Biphasic (DC Zero) | Symmetrical Biphasic<br>(DC Zero) | Similar |
| Shape | Square | Square | Similar |
| Maximum Output Current (± 30%) | | | |
| 500Ω | 25mA | 25mA | Similar |
| 1000ΩΩ | 25mA | 25mA | Similar |
| 2000ΩΩ | 25mA | 25mA | Similar |
| 2500Ω | 25mA | 25mA | Similar |
| 10000ΩΩ | 7mA | 12mA | Different |
| Pulse Width | 60-300 usec | 100 - 300psec | Different |
| Frequency Hz | 1 to 80 Hz | 5 to 80 Hz | Different |
| Ramp Time | 0-3 sec | 2 sec | Different |
| For multiphasic waveforms only: | Yes | Yes | Similar |
| Symmetrical phases? | Yes | Yes | Similar |
| Phase Duration (include units) (state range,<br>if applicable) (both phases, if<br>asymmetrical) | 60-300usec | 100 - 300usec | Different |
| Stim + EMG Biofeedback | Yes | Yes | Similar |
Although there are minor differences in the maximum output current, the physical dimensions, and the batteries used as a power source, the most significant difference between the two devices is the absence of HVPC™-Monophasic Pulsed waveform.
The intended use of the HVPC™-Monophasic Pulsed waveform of the VitalStim Experia device is the same as the VMS waveform offered in both the VitalStim Plus and the VitalStim
{8}------------------------------------------------
Experia devices. HVPC™-Monophasic Pulsed waveform is only an optional application of the same intended use. The same intended use can be achieved by the VMS waveform. Therefore, absence of HVPC™-Monophasic Pulsed waveform does not raise any question in regards to safety and effectiveness and is substantially equivalent.
### Performance Testing:
Electrical Safety and Electromagnetic Compatibility: The VitalStim® Plus Electrotherapv System was tested and found to comply with the following standards for electrical safety and electromagnetic compatibility.
- . IEC 60601-1 for basic safety and essential performance
- IEC 60601-1-2 for electromagnetic compatibility ●
- IEC 60601-1-6 for usability ●
- IEC 60601-1-11 for home healthcare ●
- IEC 60601-2-10 for performance of nerve and muscle stimulators ●
FCC Testing: The VitalStim® Plus Electrotherapy System was tested to FCC requirements and found to comply with the requirements of the following regulation:
- FCC Part 15 Subpart B:2008 Class B .
- FCC CFR Title 47 Part 15 Subpart C .
Software Verification: The device's software was verified in accordance with the requirements of FDA's guidance document: General Principles of Software Validation, January 11, 2002. The software testing demonstrated that the software meets its design requirements.
Wireless Coexistence Testing: The performance of VitalStim® Plus Electrotherapy System was evaluated in an environment with other VitalStim device and with other types of 2.4 GHz wireless devices (Bluetooth and Wi-Fi). The device met all specified requirements.
### Conclusion:
Based on the performance testing and the supporting documentation, it can be concluded that the VitalStim® Plus Electrotherapy System is as safe and effective as, and substantially equivalent to, the predicate 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.