Vivally System Wearable, Non-Invasive Neuromodulation System and Mobile Application
K220454 · Avation Medical, Inc. · NAM · Apr 3, 2023 · Gastroenterology, Urology
Device Facts
Record ID
K220454
Device Name
Vivally System Wearable, Non-Invasive Neuromodulation System and Mobile Application
Applicant
Avation Medical, Inc.
Product Code
NAM · Gastroenterology, Urology
Decision Date
Apr 3, 2023
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 876.5310
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Vivally® System is a wearable neuromodulation system to treat patients with the bladder conditions of urge urinary incontinence and urinary urgency.
Device Story
Vivally System is a wearable, non-invasive neuromodulation device for bladder control therapy. It delivers electrical signals to the tibial nerve to modulate the sacral plexus and detrusor muscle. The system includes a rechargeable stimulator, an ankle-worn garment with electrodes, and gel cushions. It operates in a closed-loop mode using EMG signals from the foot to provide physiological feedback, or in open-loop mode if feedback is unreliable. Patients use a mobile application to manage therapy sessions and track symptoms via an electronic bladder diary. A HIPAA-compliant cloud database stores therapy statistics and compliance data for physician monitoring. The device is intended for at-home use, allowing patients to perform 30-minute sessions 1-3 times per week. By providing non-invasive, patient-managed therapy, the system aims to reduce urinary urgency and incontinence events, improving patient quality of life without surgery, drugs, or needles.
Clinical Evidence
Prospective, multi-center study (N=96) evaluated safety and effectiveness over 12 weeks, with long-term follow-up up to 12 months. Primary endpoints were responder rates (≥50% improvement in UUI/urgency, ≥30% in voiding frequency). At 12 weeks, responder rates were 61.8% (UUI), 55.4% (urgency), and 34.8% (voiding). At 12 months, rates were 62.9% (UUI), 69.0% (urgency), and 27.8% (voiding). Safety profile was favorable; 12 device/procedure-related adverse events were mild/moderate (foot pain, irritation, etc.). Analysis was post-hoc/descriptive.
Technological Characteristics
Wearable ankle-worn device; silver ink electrodes (22x50mm); 20Hz stimulation frequency; 40-600µs pulse width; 20mA fixed current. Powered by 240-mAh, 3.7V Li-Ion battery. Connectivity via Bluetooth to mobile app and cloud. Closed-loop control via EMG sensing. Standards: ISO 10993-1, IEC 60601-1, IEC 60601-1-2, IEC 60601-2-10, IEC 60601-1-10, IEC 62366-1.
Indications for Use
Indicated for patients with urge urinary incontinence and urinary urgency.
Regulatory Classification
Identification
A nonimplanted, peripheral electrical continence device is a device that consists of an electrode that is connected by an electrical cable to a battery-powered pulse source. The electrode is placed onto or inserted into the body at a peripheral location and used to stimulate the nerves associated with pelvic floor function to maintain urinary continence. When necessary, the electrode may be removed by the user.
Special Controls
*Classification.* Class II, subject to the following special controls:(1) That sale, distribution, and use of this device are restricted to prescription use in accordance with § 801.109 of this chapter.
(2) That the labeling must bear all information required for the safe and effective use of the device as outlined in § 801.109(c) of this chapter, including a detailed summary of the clinical information upon which the instructions are based.
In addition to the general controls of the act, the Percutaneous SANS Device is subject to the following special controls: (1) The sale, distribution and use of this device are restricted to prescription use in accordance with 21 CFR 801.109. (2) Clinical data are necessary. (3) The labeling must include (a) warnings indicating the need to evaluate the patient during treatment for pain or skin irritation/inflammation; (b) precautions indicating the need to read and understand all directions before using this device; (c) specific instructions to describe proper patients set-up prior to the start of treatment, including proper placement of the electrodes; (d) stimulation parameters and duration and frequency of treatments in accordance with the protocol used during clinical trial; and (e) a summary of the clinical data collected including a listing of adverse events reported.
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April 3, 2023
Avation Medical, Inc. Manish Vaishya Chief Technical Officer 1375 Perry Street Columbus, OH 43201
Re: K220454
Trade/Device Name: Vivally System Wearable, Non-Invasive Neuromodulation System and Mobile Application Regulation Number: 21 CFR§ 876.5310 Regulation Name: Nonimplanted, peripheral electrical continence device Regulatory Class: II Product Code: NAM Dated: March 2, 2023 Received: March 3, 2023
Dear Manish Vaishya:
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. 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 located 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.
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.
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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 of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatoryinformation/postmarketing-safety-reporting-combination-products); good manufacturing practice requirements as set forth in the quality systems (OS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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 https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/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-device-advice-comprehensive-regulatoryassistance/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,
Angel A. Soler-garcia -S
for Jessica K. Nguyen, Ph.D. Assistant Director DHT3B: Division of Reproductive, Gynecology and Urology Devices OHT3: Office of GastroRenal, ObGyn, General Hospital and Urology Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K220454
Device Name
Vivally System Wearable, Non-Invasive Neuromodulation System and Mobile Application
### Indications for Use (Describe)
The Vivally® System is a wearable neuromodulation system to treat patients with the bladder conditions of urge urinary incontinence and urinary urgency.
Type of Use (Select one or both, as applicable)
| <span style="font-family: Arial, sans-serif;">☑</span> Prescription Use (Part 21 CFR 801 Subpart D) |
|-----------------------------------------------------------------------------------------------------|
| <span style="font-family: Arial, sans-serif;">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) |
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## 510 (k) Summary
#### Submitter Information 1.
| 510 (k) submitter | Avation Medical, Inc. |
|-------------------|---------------------------------------------------|
| Address | 1375 Perry St, Suite 13-150<br>Columbus, OH 43201 |
| Contact Person | Manish Vaishya, PhD |
|----------------|--------------------------------|
| | Chief Technology Officer Phone |
| | 614.591.4201 |
| | Email : Manish@Aviation.com |
Preparation date March 31, 2023
#### 2. Device Name
| Trade Name of the Device | Vivally System Wearable, Non-Invasive Neuromodulation<br>System and Mobile Application |
|---------------------------|----------------------------------------------------------------------------------------|
| Common Name | Non-implanted peripheral nerve stimulator for incontinence |
| Classification Name | Nonimplanted, Peripheral Electrical Continence Device |
| Classification Regulation | 21 CFR 876.5310 |
| Device Class | II |
| Panel | Gastroenterology/Urology |
| Product Code | NAM |
#### Predicate and Reference Devices 3.
| | Predicate | Reference |
|-----------------------------|-----------------------------------------|--------------------------------|
| 510(k) Number | K192731 | K132561 |
| Trade Name of the<br>Device | ZIDA Wearable<br>Neuromodulation System | NURO Neuromodulation<br>System |
#### Device Description 4.
The Vivally System is a wearable, non-invasive, bladder control therapy with a mobile application to treat patients with the conditions of urge urinary incontinence and urinary urgency, without the need for surgery, implants, drugs, or needle-electrodes.
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The Vivally System utilizes neuromodulation to deliver electrical signals to the tibial nerve. The tibial nerve is a mixed (motor and sensory) peripheral nerve that feeds into the sacral plexus which contains the nerves that innervate the detrusor muscle surrounding the urinary bladder. The Vivally System also includes an analog input that measures the electromyogram (EMG) signal from the patient's foot via three additional EMG electrodes embedded on the Garment. The system operates in a combination of closed-loop using EMG as the physiological feedback, as well as in open-loop when the feedback signal is unreliable or unreadable.
The main components of the Vivally System include a rechargeable-controller (Stimulator) powered by a rechargeable lithium-ion battery, an ankle worn Garment designed to be used on the left or right ankle, Gel Cushions and charging accessories.
The Vivally System also includes a mobile application on the patient's personal device and a HIPAAcompliant cloud database. The Vivally Mobile Application allows the patient to start and manage a therapy session and provides access to condition support tools such as an electronic bladder diary to record symptoms, fluid intake and other factors impacting their condition and a record of therapy compliance. The HIPAA-compliant Vivally Cloud Database collects patient therapy statistics, therapy compliance and symptom tracking over time and can be accessed by the patient and physician as a tool to monitor and manage treatment.
#### ર. Indications For Use
The Vivally® System is a wearable neuromodulation system to treat patients with the bladder conditions of urge urinary incontinence and urinary urgency.
| Device & Predicate<br>Device(s): | K220454 | K192731 (Predicate) | K132561(Reference) |
|----------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Device Name | Vivally | ZIDA Wearable<br>Neuromodulation System | Nuro Neuromodulation<br>System |
| Indications for Use | The Vivally® System is a<br>wearable neuromodulation<br>system to treat patients with<br>the bladder conditions of<br>urge urinary incontinence<br>and urinary urgency. | ZIDA Wearable<br>Neuromodulation System<br>is a neuromodulation<br>system that is intended to<br>treat patients with an<br>overactive bladder (OAB)<br>and associated symptoms<br>of urinary urgency, urinary<br>frequency, and urge<br>incontinence | The Nuro neuromodulation<br>system (stimulator model<br>Nuro 100) is intended to<br>treat patients with<br>overactive bladder (OAB)<br>and associated symptoms of<br>urinary urgency, urinary<br>frequency, and urge<br>incontinence. |
| Prescription or OTC | Prescription | Prescription | Prescription |
| Operating Principle | It is a non-invasive<br>wearable bladder control<br>therapy system utilizing<br>neuromodulation to treat<br>patients with bladder<br>conditions of the urge<br>urinary incontinence and<br>urinary urgency by<br>stimulating the tibial nerve. | It is a non-invasive<br>wearable device which<br>provides transcutaneous<br>electrical stimulation of<br>the posterior tibial nerve to<br>treat OAB. | It is designed as a<br>percutaneous tibial nerve<br>stimulation system (PTNS)<br>to deliver retrograde access<br>to the sacral nerve plexus<br>through percutaneous<br>electrical stimulation of the<br>posterior tibial nerve treat<br>overactive bladder (OAB)<br>and associated symptoms. |
| | For closed loop operation<br>EMG electrodes are<br>embedded on the Garment | No EMG electrodes are<br>present | No EMG electrodes are<br>present |
| Power source | Rechargeable Battery | 1x AAA Battery (non-<br>rechargeable) | Rechargeable Battery |
#### Comparison of the Technological Characteristics with primary Predicateand Reference Devices 6.
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| | 240-mAh, 3.7V Li-Ion | | 130-mAh, 3.7V Li-Ion |
|-------------------------------|-------------------------------------------------------------------------------|----------------------------------------------------|---------------------------------------------|
| Number of Output<br>Modes | 4 modes: Calibration,<br>therapy, test therapy, and<br>diary | 2 modes: Therapy and<br>testing | 2 modes: Calibration and<br>Therapy |
| Therapy schedule | 30 minutes per session, 1x<br>or 3x per week or as<br>prescribed by clinician | 30 minutes per session, 1x<br>per week | 1x per week |
| Therapy session<br>duration | 30 minutes | 30 minutes | 30 minutes |
| Wireless<br>Technology | Bluetooth | Not present | Not present |
| Electrode<br>dimension (each) | 22 X 50 mm<br>Estimated surface area of<br>996 mm² | 20 X 40 mm<br>Estimated surface area of<br>800 mm² | 34 gauge<br>Acupuncture needle<br>electrode |
| Stimulation<br>Frequency | 20 Hz | 20 Hz | 20 Hz |
| Pulse width | 40 – 600 us | 200 µs, fixed | 200 us |
| Current amplitude | 20 mA fixed | 0-156 mA, adjustable | 0 - 9 mA pk-to-pk |
| Electrode material | Silver ink coating | 80% nylon 20%<br>silver | Needle: stainless steel |
As evidenced by the above table, both the subject and the predicate devices have similar intended use, but the subject and predicate devices have different technological characteristics. However, performance testing was conducted on the subject device, and it was established that the differences in technological characteristics between the subject and the predicate does not raise different questions of safety or effectiveness.
## 7. Non-Clinical Testing
Below is a list of the tests that have been performed and successfully completed for the subject device per the below guidance and standards:
- Biocompatibility testing according to ISO 10993-1:2018 Biological evaluation of medical O devices - Part 1: Evaluation and testing within a risk management process and FDA Guidance "Use of International Standard ISO 10993-1" (2016).
- O Electrical Safety testing according to IEC 60601-1: 2020 - Medical electrical equipment -Basic safety and essential performance
- Electromagnetic Compatibility testing according to IEC 60601-1-2: 2020 General O requirements for basic safety and essential performance -- Collateral Standard: Electromagnetic disturbances -- Requirements and tests
- IEC 60601-2-10:2016 Particular requirements for the basic safety and essential o performance of nerve and muscle stimulators
- 0 IEC 60601-1-10 Ed 1.2 :2020 General Requirements for Basic Safety And Essential Performance - Collateral Standard: Requirements For The Development Of Physiologic Closed-Loop Controllers
- o IEC 62366-1 Ed 1.1: 2020 Medical devices Part 1:Application of Usability Engineering to Medical Devices
- o Software Verification and Validation Testing according to FDA's Guidance for
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the Content of Premarket Submissions for Software Contained in Medical Devices"
Additionally, performance bench data was submitted for device performance and durability of the subject device. This data included:
- o Stimulation performance and closed-loop functionality tests.
- o Testing for Medical Devices Home Use, including environmental, operating, shock and vibration.
- o System and component durability and cycle testing.
- o Use case testing for comfort, safety and tolerability.
- o Cybersecurity testing
All predetermined acceptance criteria were met.
#### Clinical Study Summary 8.
To confirm the safety, effectiveness of the subject device. Avation Medical conducted a prospective, multi-center study which evaluated the safety and effectiveness of the Vivally System for thirty minutes per session one to three times per week for 12 weeks , and then once every other week in the long-term follow up. After 12 weeks, subjects who met additional inclusion/exclusion criteria, such as completion of the 12 weeks of study with a minimum compliance of 90% for diary entries were able to continue in the long-term follow-up (24 months) portion of the study to assess the sustainability of therapeutic effect provided by the subject device. However, only 12 month follow-up data were submitted to support this 510(k).
Nine centers within the United States screened and enrolled subjects that met the inclusion and exclusion criteria. 96 subjects, confirmed to suffer from one or more symptoms of OAB as measured by a baseline 3-day bladder diary, and who met the other inclusion criteria, were enrolled into the study. 88.5% subjects in the study were female. 80.2% study subjects were white and 10.4% were black. Mean age of the subjects was 60.8 years. Objective confirmation of the activation of the subject's tibial nerve (via EMG signal feedback) was achieved, and a personalized therapeutic range was set for each subject by their physician. Therapy sessions were performed by the subject at-home for 30 minutes per session, one to three times per week for 12 weeks, and twice per month during the long-term follow up portion. 96 subjects were enrolled and included in the Intent-to-Treat (ITT) population, 94 were deemed evaluable and 73 were deemed per protocol (PP). 47 subjects continued in the long-term follow-up phase of the study and completed the 6 month follow-up, followed by 39 for 12 months follow-up.
Baseline Symptoms - Daily average events per day:
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| | ITT (N=96) | | PP (N=73) | |
|-----------------------------------------|------------------------------------------------|----------------------------------------------------------------------------------------|------------------------------------------------|-------------------------------------------------------------------------------------|
| OAB Symptom | Number of Subjects<br>Reporting Symptom<br>(%) | Average Daily of<br>Symptom Events at<br>Baseline<br>(Mean ± SD;<br>Median [Min, Max]) | Number of Subjects<br>Reporting Symptom<br>(%) | Average Daily<br>Symptom Events at<br>Baseline<br>(Mean ± SD;<br>Median [Min, Max]) |
| UUI<br>(Urinary Incontinence<br>events) | 76 (79.1%) | 4.82 ± 4.13<br>3.67 [0.33, 16.0] | 58 (79.5%) | 4.92 ± 4.13<br>3.83 [0.33, 15.67] |
| Urges<br>(Urinary urgency<br>events) | 74 (77.1%) | 6.94 ± 5.85<br>6.0 [0.33, 28.0] | 54 (74.0%) | 6.99 ± 6.06<br>6.67 [0.33, 28.0] |
| Voids (Voiding<br>frequency) | 89 (92.7%) | 13.34 ± 4.13<br>12.0 [8.67, 38.33] | 73 (100%) | 13.28 ± 3.13<br>12.0 [10.0, 28.0] |
### Effectiveness Outcome:
Effectiveness results were measured using responder rate, where a responder is a subject with an improvement of 50% or greater over baseline symptoms for UUI and urinary urgency events, and 30% improvement over baseline for voiding events. The responder rates at 12 weeks, 6 months and 12 months are listed in the table below-
| Treatment<br>duration | Effectiveness Metric | UUI (Incontinence<br>Events, ≥ 50%<br>improvement) | Urges (Urgency<br>Events, ≥ 50%<br>improvement) | Voiding<br>Frequency<br>(Voiding Events,<br>≥ 30%<br>improvement) |
|-----------------------|--------------------------------------------------------------|----------------------------------------------------|-------------------------------------------------|-------------------------------------------------------------------|
| 12 Weeks<br>(N = 94) | # with symptoms at baseline (Y) | 76 | 74 | 89 |
| | # of responders (X) | 47 | 41 | 31 |
| | Responder Rate (X/Y)*100% | 61.8% | 55.4 % | 34.8 % |
| | Symptom Event Reduction<br>(Mean ± SD;<br>Median [Min, Max]) | 1.91 ± 3.10<br>1.33 [-8.67, 11.67] | 3.10 ± 3.85<br>2.33 [-3.0, 23.0] | 2.92 ± 2.53<br>3.0 [-3.67, 10.33] |
| 6 months<br>(N = 47) | # with symptoms at baseline (Y) | 43 | 36 | 44 |
| | # of responders (X) | 27 | 25 | 15 |
| | Responder Rate (X/Y)*100% | 62.8 % | 69.4 % | 34.1 % |
| | Symptom Event Reduction<br>(Mean ± SD;<br>Median [Min, Max]) | 2.13 ± 3.03<br>1.67 [-9.0, 10.0] | 3.97 ± 5.22<br>2.17 [-4.0, 23.0] | 2.67 ± 2.50<br>2.50 [-4.67, 7.0] |
| 12 months<br>(N = 39) | # with symptoms at baseline (Y) | 35 | 29 | 36 |
| | # of responders (X) | 22 | 20 | 10 |
| | Responder Rate (X/Y)*100% | 62.9 % | 69.0 % | 27.8 % |
| | Symptom Event Reduction<br>(Mean ± SD;<br>Median [Min, Max]) | 1.29 ± 3.85<br>1.67 [-10.67, 10.33] | 2.84 ± 4.87<br>1.33 [-5.0, 21.0] | 1.85 ± 2.80<br>2.33 [-6.33, 5.33] |
# Responder Rates and Daily Average Symptom Event Reduction
Safety Outcome:
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The sponsor reported a total of 77 adverse events throughout the first 12 weeks of the study among which 61 were mild. The sponsor reported 12 device/procedure related adverse events which were all mild or moderate. No device-or procedure related severe adverse events were reported. The device or procedure related adverse events were foot pain (02), foot contusion (01), frequent urination (03), skin irritation (01), mild thermal burn (01) and urinary incontinence (01). One subject exited the study due to frequent urination. All the other adverse events were resolved either by reducing the stimulation parameters or replacing the device components (e.g., gel cushion replacement resolved the adverse event related to mild thermal burn).
In the long-term follow up to 12 months, 12 additional adverse events were recorded, all listed as mild (10) to moderate (2) and only one noted as possibly related to the device. That adverse event was recorded as prominent varicose veins. No treatment was needed for the adverse event.
# Quality of Life (QOL):
5 QOL (OAB-q, I-QoL, IIQ-7, PGIC, and OHG) assessments were conducted as part of the clinical study. Outcomes for all QOL domains exceeded the threshold validated for the minimal clinically important difference confirming that the Vivally System has a positive impact on Quality of Life.
### Assessment of Clinical Data:
The statistical analysis of the clinical data was not pre-specified and post-hoc in nature. Therefore, all the clinical data presented in this summary are descriptive.
The clinical data submitted in this 510(k) demonstrate the subject device provides a clinically meaningful improvement in UUI and urinary urgency symptoms. While the lack of pre-specified statistical analyses increases the uncertainty around the clinical data, considering the favorable safety profile of the device, the non-invasive nature of the treatment, the potential for the device to increase accessibility of the treatment, and the percent of responders for UUI and urinary urgency, the benefits of the device in treating the specific symptoms of UUI and urinary urgency outweigh the risks.
#### 9. Conclusions
Based on the information presented in this submission, it can be concluded that the subject device is substantially equivalent to the predicate.
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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.