K211971 · Dyansys, Inc. · PZR · Nov 5, 2021 · Neurology
Device Facts
Record ID
K211971
Device Name
Drug Relief v1
Applicant
Dyansys, Inc.
Product Code
PZR · Neurology
Decision Date
Nov 5, 2021
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 882.5896
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Drug Relief v1 is a percutaneous nerve field stimulator (PNFS) system, that can be used as an aid to reduce the symptoms of opioid withdrawal, through application to branches of cranial nerves V, VII, IX and X, and the occipital nerves identified by transillumination.
Device Story
Drug Relief v1 is a wearable, battery-operated percutaneous nerve field stimulator (PNFS) used as an aid to reduce opioid withdrawal symptoms. The device delivers low-level electrical pulses to branches of cranial nerves V, VII, IX, X and occipital nerves via titanium needles inserted into the ear. It operates for 120 hours post-activation. The system uses a constant current source to ensure consistent stimulation energy regardless of skin impedance. The stimulation pattern consists of rectangular pulses with varying inter-pulse intervals and a 2-hour ON/1-minute OFF duty cycle. A 3-pin connector allows clinicians to verify output voltage before application. The device is intended for use in clinics, hospitals, or home environments under the order of a licensed healthcare practitioner. By providing targeted nerve stimulation, the device aims to mitigate withdrawal symptoms, potentially improving patient comfort and adherence to treatment programs.
Clinical Evidence
Bench testing only. No clinical data provided. Performance testing included 120-hour functional monitoring, electrical safety (EMC), biocompatibility, and software verification/validation. Electrical output parameters (charge density, power density) were compared to the predicate and found to be near-identical.
Technological Characteristics
Wearable PNFS system; ABS plastic housing; titanium stimulation needles (0.4mm diameter x 2mm length). Energy source: 3 x 1.4V P13 zinc-air batteries. Constant current source; rectangular pulse waveform (1-10Hz, 0.980ms pulse width). Sterilization: EtO per ISO 11135. Connectivity: 3-pin connector for voltage measurement. Software-controlled with microcontroller.
Indications for Use
Indicated for adults as an aid to reduce symptoms of opioid withdrawal via percutaneous electrical stimulation of cranial nerves V, VII, IX, X and occipital nerves.
Regulatory Classification
Identification
A percutaneous nerve stimulator for substance use disorders is a device that stimulates nerves percutaneously to aid in the reduction of withdrawal symptoms associated with substance use disorders.
Special Controls
In combination with the general controls of the FD&C Act, the percutaneous nerve stimulator for substance use disorders is subject to the following special controls:
*Classification.* Class II (special controls). The special controls for this device are:(1) The patient-contacting components of the device must be demonstrated to be biocompatible.
(2) Electromagnetic compatibility and electrical, mechanical, and thermal safety testing must be performed.
(3) Electrical performance testing of the device and electrodes must be conducted to validate the specified electrical output and duration of stimulation of the device.
(4) Software verification, validation, and hazard analysis must be performed.
(5) Sterility testing of the percutaneous components of the device must be performed.
(6) Shelf life testing must be performed to demonstrate continued sterility, package integrity, and device functionality over the specified shelf life.
(7) Labeling must include the following:
(i) A detailed summary of the device technical parameters;
(ii) A warning stating that the device is only for use on clean, intact skin;
(iii) Instructions for use, including placement of the device on the patient; and
(iv) A shelf life.
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November 5, 2021
DyAnsys, Inc. Srini Nageshwar CEO 300, North Bayshore Boulevard San Mateo, CA 94401
Re: K211971
Trade/Device Name: Drug Relief v1 Regulation Number: 21 CFR 882.5896 Regulation Name: Percutaneous Nerve Stimulator For Substance Use Disorders Regulatory Class: Class II Product Code: PZR Dated: October 5, 2021 Received: October 6, 2021
Dear Srini Nageshwar:
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. 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
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devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 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 medical devices and radiation-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,
Pamela Scott Assistant Director DHT5B: Division of Neuromodulation and Physical Medicine Devices OHT5: Office of Neurological and Physical Medicine Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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## Indications for Use
510(k) Number (if known)
Device Name Drug Relief V 1
Indications for Use (Describe)
The Drug Relief v1 is a percutaneous nerve field stimulator (PNFS) system, that can be used as an aid to reduce the symptoms of opioid withdrawal, through application to branches of cranial nerves V, VII, IX and X, and the occipital nerves identified by transillumination.
| Type of Use (Select one or both, as applicable) | |
|------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------|
| <span style="text-decoration: overline;">☑</span> Prescription Use (Part 21 CFR 801 Subpart D) | <span style="text-decoration: overline;">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) |
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Image /page/3/Picture/0 description: The image shows the logo for DyAnsys. The logo consists of a stylized red symbol resembling an abstract letter 'A' or a stylized checkmark, followed by the company name "DyAnsys" in bold, black font. A registered trademark symbol is placed to the upper right of the company name.
# 510(k) SUMMARY
This summary of 510(k) safety and effectiveness information is submitted in accordance with the requirements of 21 CFR 807.87 and 21 CFR 807.92.
510(k) Number: K211971
#### 1. SUBMITTER
| Name: | DyAnsys, Inc |
|-------------------|------------------------------------------------------------|
| Address: | 300, North Bayshore Boulevard,<br>San Mateo, CA 94401, USA |
| Contact Person: | Srini Nageshwar |
| Phone Number: | 408.480.4700 |
| Facsimile Number: | (650)-556-1621 |
#### II. DEVICE INFORMATION
| Trade Name | : Drug Relief v1 |
|---------------------|----------------------------------------------------------------------------------|
| Classification Name | : Percutaneous nerve stimulator for substance use disorders<br>(21 CFR 882.5896) |
| Classification | : Class II |
| Product Code | : PZR |
#### III. PREDICATE DEVICE INFORMATION
| Model Name | : Drug Relief |
|---------------------|---------------------------------------------------------------------------------|
| Manufacturer | : DyAnsys Inc., |
| K Number | : K173861 |
| Classification Name | : Percutaneous nerve stimulator for substance use disorder<br>(21 CFR 882.5896) |
| Classification | : Class II |
| Product Code | : PZR |
#### IV. DEVICE DESCRIPTION
The Drug Relief v1 is designed to be used as an aid to reduce opioid withdrawal symptoms by the method of cranial electrical stimulation at the auricular stimulation points. The Drug Relief v1 is a wearable, battery-operated device that is designed to administer periodical low level electrical pulses to the ear over five days / 120 hours from the time of activation of the device.
The electrical pulse from the device will be delivered to the branches of cranial Nerves on the ear through a set of wire assembly and stimulation needles. Three zinc air batteries with 1.4 V each provide the required stimulation energy for 120 hours. There atimulation electrode and one ground electrode which constitute of a needle and lead/ wire with the snap-fit ring. The stimulation needles are inserted at three specific points, which have the ability to stimulate the cranial nerves. The ground electrode is inserted at one specific point (constant in all treatments) which forms the functional earthing to the device.
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This constant current source guarantees equivalent stimulation energy regardless of the individual impedance of the skin.
The stimulation pattern consists of rectangular pulses with differing inter-pulse intervals and a duty cycle of 2 hours ON/1 minute OFF.
A 3-pin connector is provided, which is used to check the output voltage of the device once it is activated and before applying to the patient with any one of the voltage measuring devices available in the market with the appropriate regulatory compliance
### V. INDICATIONS FOR USE
The Drug Relief v1 is a percutaneous nerve field stimulator (PNFS) system, that can be used as an aid to reduce the symptoms of opioid withdrawal, through application to branches of cranial Nerves V, VII, IX and X, and the occipital nerves identified by transillumination.
The Indications For Use statement of Drug Relief v1 is identical to that of Drug Relief, the cited predicate device.
#### VI. COMPARISON OF TECHNOLOGICAL CHARACTERISTICS WITH THE PREDICATE DEVICE
The DyAnsys, Inc Drug Relief v1 device is substantially equivalent to its own legally marketed predicate device Drug Relief (K173861). It was evaluated through performance and non-clinical testing.
| MODEL NAME | Drug Relief<br>(K173861) | Drug Relief v1<br>(Subject) | JUSTIFICATION<br>ON SAFETY &<br>EFFECTIVENES<br>S VARIATIONS | | |
|-------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------|--|--|
| MANUFACTURER | DyAnsys Inc | DyAnsys Inc | NA | | |
| INDICATIONS<br>FOR USE | The Drug Relief is a<br>percutaneous nerve field<br>stimulator (PNFS) system,<br>that can be used as an aid to<br>reduce the symptoms of<br>opioid withdrawal, through<br>application to branches of<br>Cranial Nerves V, VII, IX<br>and X, and the occipital<br>nerves identified by<br>transillumination. | The Drug Relief v1 is a<br>percutaneous nerve field<br>stimulator (PNFS) system,<br>that can be used as an aid to<br>reduce the symptoms of<br>opioid withdrawal, through<br>application to branches of<br>Cranial Nerves V, VII, IX<br>and X, and the occipital<br>nerves identified by<br>transillumination. | NA | | |
| PATIENT<br>POPULATION | Adults | Adults | NA | | |
| TECHNOLOGICAL CHARACTERISTICS | | | | | |
#### Table 6.1: Comparison of Technological Characteristics
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| PULSE GENERATOR | | | |
|----------------------------------------------|---------------------------------------------|---------------------------------------------|---------------------------------------------------------|
| SHAPE | Rectangle | Rectangle | NA |
| PRODUCT<br>DIMENSION<br>(mm) | $50 * 23 * 7$ | $38 * 21 * 10$ | NA |
| MASS (g) | 8 (including battery) | 6 (including battery) | NA |
| PRODUCT<br>SHAPE | Rectangle | Rectangle | NA |
| POWER | | | |
| FREQUENCY<br>(HZ) | 1 - 10 (Pulse with<br>modulating frequency) | 1 - 10 (Pulse with<br>modulating frequency) | NA |
| WAVEFORM | Rectangular Pulse | Rectangle pulse | NA |
| ENERGY<br>SOURCE | Battery Operated | Battery Operated | NA |
| BATTERY TYPE | P10 Zinc Air batteries | P13 Zinc Air batteries | Improved<br>specification |
| BATTERY<br>CAPACITY<br>(mAh) | 100 | 310 | validated by<br>electrical safety<br>and bench testing. |
| NO. * VOLTAGE | $3 * 1.4V$ | $3 * 1.4 V$ | NA |
| PULSE<br>WIDTH(ms) | 0.980 | 0.980 | NA |
| DUTY CYCLE | 2 hours ON / 1 min OFF | 2 hours ON/ 1 min OFF | NA |
| BATTERY<br>OPERATING<br>TIME (hours) | 120 | 120 | NA |
| ENVIRONMENTAL | | | |
| OPERATING<br>TEMPERATURE | 5°C to 45°C | 5°C to 45°C | NA |
| OPERATING<br>HUMIDITY<br>(NON<br>CONDENSING) | 40% to 80% | 40% to 80% | NA |
| ENVIRONMENT<br>OF USE | Clinics, Hospital and Home<br>environments | Clinics, Hospital and Home<br>environments | NA |
| STERILIZATION | EtO Sterilization | EtO Sterilization | NA |
| RE-USE | Single use Device | Single use Device | NA |
| SHELF LIFE | 6 months | 6 months | NA |
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Image /page/6/Picture/0 description: The image contains the logo for DyAnsys. The logo consists of a stylized red symbol resembling an arrow or checkmark, followed by the company name "DyAnsys" in black text. A registered trademark symbol is present to the upper right of the company name.
| System<br>Characteristic | Drug Relief<br>(K173861) | Drug Relief v1<br>(Subject) |
|----------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Pulse Generator | | |
| Battery Type | Zinc Air Batteries, P10 | Zinc Air Batteries, P13 |
| Software<br>Controlled | Yes | Yes |
| Mass (g) | 6 | 8 |
| Dimensions(mm) | 50 * 23 * 7 | 38 * 21 * 10 |
| Housing Material | ABS Plastic Material | ABS Plastic Material |
| Electrode Needle Arrays | | |
| Introduction<br>Method | Percutaneous | Percutaneous |
| Needle Material | Titanium | Titanium |
| Number of leads | 4 (3 signal and 1 ground) | 4 (3 signal and 1 ground) |
| Electrode<br>Configuration | Single needle in all the 4 leads | Single needle in all the 4 leads |
| Needle<br>Dimensions –<br>Diameter (mm) x<br>Length (mm) | 0.4 x 2 | 0.4 x 2 |
| Surface area of<br>needle (cm²) | 0.0201 | 0.0201 |
| System Characteristics (Output Specs) | | |
| Max Charge<br>Density<br>( $\mu$ C / cm²)per<br>needle | 65.67 @ 1 kΩ<br>7.96 @ 10 kΩ | 67.16 @ 1 kΩ<br>8.01 @ 10 kΩ |
| Max Average<br>Power Density<br>(W/ cm²) | 0.346 @ 1 kΩ<br>0.0509 @ 10 kΩ | 0.363 @ 1 kΩ<br>0.0516 @ 10 kΩ |
| Where and how it<br>is used | Low levels of electrical current are<br>delivered by the external stimulator<br>through electrodes placed<br>percutaneously on the ear to target<br>the associated cranial and occipital<br>nerves. | Low levels of electrical current are<br>delivered by the external stimulator through<br>electrodes placed percutaneously on the ear<br>to target the associated cranial and occipital<br>nerves. |
| Anodes /<br>Cathodes please<br>identify the | The ground electrode of Drug Relief<br>is a single isolated wire separated<br>from the assembly of signal wires, | The ground electrode of Drug Relief vl is a<br>single isolated wire separated from the<br>assembly of signal wires, which creates a |
| ground | which creates a closed circuit for<br>safe and proper functioning of the<br>stimulation device. | closed circuit for safe and proper<br>functioning of the stimulation device. |
| Wire Assembly | 4 units of wire with snap-fit ring<br>where 3 nos constitute a single<br>assembly for stimulation and the<br>other one separate wire will act as a<br>ground electrode. | 4 units of wire with snap-fit ring where 3<br>nos constitute a single assembly for<br>stimulation and the other one separate wire<br>will act as a ground electrode. |
| Voltage<br>Measurement<br>Feasibility | A 3-pin connector is provided to<br>measure the output voltage of the<br>device once it is activated. | A 3-pin connector is provided to measure<br>the output voltage of the device once it is<br>activated. |
# Table 13.3.2 Comparison of Technical System Characteristics
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Image /page/7/Picture/0 description: The image shows the logo for DyAnsys. The logo consists of a red symbol resembling a stylized "greater than" sign with a curved element, followed by the text "DyAnsys" in black. A circled "R" symbol, indicating a registered trademark, is positioned to the upper right of the word "DyAnsys".
Similar to Drug Relief, the Drug Relief v1 device is intended to be a prescription (Rx) device for use by or on the order of a licensed healthcare practitioner. Both devices are body-worn, have identical indications for use and deliver electrical stimulation therapy as an aid in the reduction of opioid withdrawal symptoms.
The two minor technological difference are 1) the inclusion of an advanced micro-controller to replace the older version and 2) upgrading the battery to a P13 zinc air battery. To accommodate the changes, the design of the PCB has been modified. These differences do not impact substantial equivalence in terms of safety and effectiveness of the Drug Relief v1 as shown by the electrical safety and non-clinical performance test reports.
The technical system characteristics and essential electrical safety parameters are identical or near identical as noted in Table 13.3.2. The minor technological differences do not impact the electrical safety parameters in a significant manner. Note that electrical safety parameters includes the actual electrical output delivered by the subject and predicate devices. The actual electrical output is near identical as mentioned in the technical sections of this submission hence the subsequent effectiveness remains equivalent to that of the predicate device.
### VII. PERFORMANCE DATA
The Drug Relief v1 device and its components are subjected to performance testing to validate the effectiveness of each unit. The final product testing is perfy and compare the effectual output along with that of the predicate device. The functional test is performed for 120 hours to monitor the continuous performance. The pulse width, duty cycle, amplitude and current values are captured for the Drug Relief v1 device. The Drug Relief v1 has equivalent performance specifications when compared to the predicate device.
The nonclinical testing of Drug Relief v1 device included biocompatibility testing, electrical safety (electromagnetic compatibility and safety), performance bench testing and software verification and validation.
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Image /page/8/Picture/0 description: The image contains the logo for DyAnsys. The logo consists of a stylized red symbol resembling an arrow or a stylized letter 'A', followed by the text "DyAnsys" in black. A registered trademark symbol is present to the upper right of the text.
## VIII. STERILIZATION TESTING SUMMARY
The needle package was subjected to Bio-burden test. The needle packs are exposed to EtO Sterilization to curtail the presence of microorganisms and to achieve the defined sterility assurance level (SAL). During the sterilization validation process the biological indicators are used to ensure the desired sterility assurance level. These Bls were placed at the appropriate location, where the sterilizing conditions are the most difficult to achieve. These needle packages carry a chemical indicator on the rear side which indicates the exposure to EtO. The sterility test performed on the needles indicates that there is no turbidity. The residual risk report carried out on the sterilized needle packs evidenced that the results are inline with standards requirement. All sterilization testing was performed in accordance with ISO 11135:2014-Sterilization of healthcare products- ethylene oxide, ISO 11140-1:2005/(R) 2010 Sterilization of healthcare products- chemical indicators, ISO 10993-7:2008/(R) 2012 Biological evaluation of medical devices- ethylene oxide sterilization residuals, ISO 11737-1:2006/(R) 2011 Sterilization of medical devices- Microbiological methods-Part 1: Determination of a population of microorganisms on products, ISO 11737-2: 2009 Sterilization of medical devices- Microbiological methods- Part2: Tests of Sterility performed in the definition, validation and maintenance of a Sterilization process and ISO 11138-2:2006/(R) 2010-Sterilization Of Healthcare Products-Biological Indicators- Part2: Biological Indicators for ethylene oxide Sterilization Processes.
#### IX. CONCLUSION
Drug Relief v1 has been shown to be substantially equivalent to the identified predicate device based on identical device classification, intended use, indications for use statement, basic operating principles and near identical electrical safety parameters. The minor technological differences do not impact the electrical safety parameters and subsequent effectiveness of the device.
Hence it is concluded that by demonstrating the performance testing and with the indications for use. environment for use, compliance with the appropriate safety standards, the product Drug Relief v1 is substantially equivalent to the predicate device that was cleared by FDA - Drug Relief (K173861).
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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.
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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.
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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.
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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.
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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.
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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.
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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.