The Pulmogine® Vibrating Mesh Nebulizer is a system designed to aerosolize liquid medications for inhalation by the patient. The device may be used with pediatric (5 years and older), defined by the prescribed medication, and adult patients in hospital / institutional settings, home care use, schools, and long-term care facilities.
Device Story
Handheld, dumbbell-shaped, battery/AC-powered vibrating mesh nebulizer; converts liquid medication into aerosol for inhalation. Operates via user-activated ON/OFF button; features auto-shutoff when liquid is depleted or after 10-minute session. LED indicators provide status (green: power/active; yellow: low power). Used by patients in home, hospital, or institutional settings. Healthcare providers use device to deliver prescribed respiratory medications; output affects clinical decision-making by enabling targeted drug delivery to lungs. Benefits include portable, efficient medication administration.
Clinical Evidence
No clinical data. Substantial equivalence supported by bench testing, including biocompatibility (ISO 10993), electrical safety (ANSI/AAMI ES60601-1), EMC (IEC 60601-1-2), and comparative aerosol performance (delivered dose, MMAD, GSD) against the predicate device.
Technological Characteristics
Vibrating mesh nebulizer; 74x46x96mm; powered by 2x AA batteries or AC adapter. Materials: Polypropylene, Silicone, PTFE, ABS, NiPd. Complies with ANSI/AAMI ES60601-1, IEC 60601-1-2, and IEC 60601-1-11. Non-software driven (firmware for control only).
Indications for Use
Indicated for pediatric (5+ years) and adult patients requiring aerosolized liquid medication inhalation in hospital, home, school, or long-term care settings. Contraindicated for use with Pentamidine.
Regulatory Classification
Identification
A nebulizer is a device intended to spray liquids in aerosol form into gases that are delivered directly to the patient for breathing. Heated, ultrasonic, gas, venturi, and refillable nebulizers are included in this generic type of device.
Predicate Devices
Omron Micro Air Vibrating Mesh Nebulizer, Model NE-U22 (K062263)
Submission Summary (Full Text)
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Image /page/0/Picture/0 description: The image contains the logos of the Department of Health & Human Services and the Food and Drug Administration (FDA). The Department of Health & Human Services logo is on the left, and the FDA logo is on the right. The FDA logo includes the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG" and "ADMINISTRATION" in blue text.
HCMed Innovations Co., Ltd. Yiling Lee Supervisor, Regulatory Affairs Rm.B. 10F, No.319, Sec.2, Dunhua S. Rd., Da-an District, Taipei City, 10669 Tw
Re: K202171
Trade/Device Name: Pulmogine® Vibrating Mesh Nebulizer Regulation Number: 21 CFR 868.5630 Regulation Name: Nebulizer Regulatory Class: Class II Product Code: CAF Dated: July 31, 2020 Received: August 3, 2020
Dear Yiling Lee:
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 devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see
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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,
For Brandon Blakely Assistant Director DHT1C: Division of ENT, Sleep Disordered Breathing, Respiratory and Anesthesia Devices OHT1: Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental 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) K202171
Device Name Pulmogine® Vibrating Mesh Nebulizer
### Indications for Use (Describe)
The Pulmogine® Vibrating Mesh Nebulizer is a system designed to aerosolize liquid medications for inhalation by the patient. The device may be used with pediatric (5 years and older), defined by the prescribed medication, and adult patients in hospital / institutional settings, home care use, schools, and long-term care facilities.
Type of Use (Select one or both, as applicable)
| <label><input checked="checked" type="checkbox"/> Prescription Use (Part 21 CFR 801 Subpart D)</label> |
|--------------------------------------------------------------------------------------------------------|
| <label><input type="checkbox"/> Over-The-Counter Use (21 CFR 801 Subpart C)</label> |
X Prescription Use (Part 21 CFR 801 Subpart D)
__ Over-The-Counter Use (21 CFR 801 Subpart C)
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#### I. Submitter
| Company: | HCMed Innovations Co., Ltd.<br>Rm.B, 10F, No.319, Sec.2, Dunhua S. Rd.,<br>Da-an District, Taipei City 10669, Taiwan<br>Tel: + 886-2-2732-6596 |
|---------------------|------------------------------------------------------------------------------------------------------------------------------------------------|
| Official Contact: | Yiling Lee<br>Supervisor, Regulatory Affairs<br>yiling@hcmed-inno.com |
| Date of Submission: | July 1, 2021 |
#### Device II.
| Name of Device: | Pulmogine® Vibrating Mesh Nebulizer |
|----------------------------|--------------------------------------|
| Common/Usual Name: | Vibrating Mesh Nebulizer |
| Model Number: | HCM-86C |
| Classification Regulation: | 21 CFR 868.5630 |
| Product Code: | CAF |
| Classification Name: | Nebulizer (Direct Patient Interface) |
| Regulatory Class: | II |
| Classification Panel: | Anesthesiology |
### III. Predicate Device
| Product Code | Manufacturer | 510(k) Number | Device Name |
|--------------|------------------------|---------------|-----------------------------------------------------------|
| CAF | Omron Healthcare, Inc. | K062263 | Omron Micro Air Vibrating Mesh<br>Nebulizer, Model NE-U22 |
### IV. Device Description
The Pulmogine® Vibrating Mesh Nebulizer, whose dimensions are 74 mm (L) x 46 mm (W) x 96 mm (H), is a small, dumbbell-shaped, handheld, and internally powered general-purpose nebulizer which utilizes vibrating mesh technology to generate aerosol. The Pulmogine® Vibrating Mesh Nebulizer is designed for a single patient, multiple uses, and mainly composed of a Main Unit and a Medication Reservoir.
The Main Unit contains the control circuitry and the firmware to control the vibrating mesh module in the Medication Reservoir and is powered by 2 AA alkaline batteries or an AC adaptor.
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The Medication Reservoir contains the nebulizing module (mesh) where the liquid medication will be turned into aerosols. The prescribed medication is added into the reservoir with ten (10) ml of medication capacity, nebulized, and inhaled through the aerosol port.
The Pulmogine® Vibrating Mesh Nebulizer generates aerosol from liquid medication during turning on through pressing ON/OFF button and turning off when pressing ON/OFF button again, auto-turn off when no liquid detected, or 10-minute session completed. There are different LED lights to monitor the status and operating condition of the nebulizer: green indicates power on and normally working, yellow flash indicates low power caution, and constant yellow indicates shut-off due to too low power.
### V. Indications for Use
The Pulmogine® Vibrating Mesh Nebulizer is a system designed to aerosolize liquid medications for inhalation by the patient. The device may be used with pediatric (5 years and older), defined by the prescribed medication, and adult patients in hospital / institutional settings, home care use, schools, and long-term care facilities.
### VI. Non-clinical Testing
A series of including safety and performance tests were conducted on the proposed device, HCMed Pulmogine® Vibrating Mesh nebulizer, HCM-86C. These tests will be discussed in detail in the respective Volume of the submission.
V Biocompatibility
The materials in patient/drug contact are characterized as:
- External communicating device -
- Tissue communicating –
- -Permanent duration (> 30days)
And
- Surface contact -
- -Mucosal membrane
- Permanent duration (>30days) -
Therefore, we performed the following tests with guidance from ISO-10993-1 and the FDA biocompatibility guidance and the results were acceptable:
- Cytotoxicity ISO10993-5: 2009 ।
- Intracutaneous Irritation Study ISO10993-10:2013 -
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- Sensitization Study ISO10993-10: 2013 -
- CO/CO2/Ozone Analysis ISO18562-3:2017 -
- EPA PM 2.5 & PM 10 Analysis ISO18562-2:2017 -
- VOC Analysis ISO18562-3:2017 -
- -Acute Systemic Toxicity - ISO10993-11:2017
- Chemical characterization and risk assessment ISO10993-18:2005, ISO18562--1:2017
- Genotoxicity ISO10993-3:2014 -
- > Electrical safety and electromagnetic compatibility (EMC) The device complies with ANSI/AAMI ES60601-1:2005/(R)2012 and IEC 60601-1-2:2014 standards for safety and IEC 60601-1-11:2015 standard for EMC.
- V Software validation test
The software for this device was considered as a "Moderate" level of concern since failure or latent flaw in the software could directly result in minor injury to the patient or operator.
- イ Performance test
To ensure proper performance in this application, the final products must demonstrate the following aerosol characterizations at adult and pediatric flow rate are comparable to the predicate device:
- Delivered dose (ug) -
- Mass median aerodynamic diameter / MMAD (um) -
- Geometric standard deviation / GSD -
- Total respirable dose (0.5 5um) -
- Coarse particle dose (> 4.7um) -
- Fine particle dose (< 4.7um) -
- -Ultra-fine particle dose (< 1.0um)
- > Others
We also have performed tests as follows:
- Intra- and inter-sample variability -
- Cleaning and disinfection validation -
- Simulated lifetime testing -
All test results were acceptable per the acceptance criteria detailed in the corresponding protocols and test reports.
#### VII. Clinical test
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No clinical test data was performed to support the determination of substantial equivalence.
# VIII. Comparison of Technological Characteristics with the Predicate Device
The following technical and performance data were provided in support of the substantial equivalence determination.
| Product<br>information | Predicate Device | Proposed Device | Similar /<br>Different |
|---------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------|
| Product name | Micro Air Vibrating Mesh<br>Nebulizer | Pulmogine® Vibrating Mesh<br>Nebulizer | N/A |
| Model number | NE-U22 | HCM-86C | N/A |
| Manufacturer | Omron Healthcare, Inc. | HCMed Innovations Co., Ltd. | N/A |
| K number | K062263 | Current submission | N/A |
| Product code | CAF | CAF | Similar |
| Regulation<br>number | 868.5630 | 868.5630 | Similar |
| Classification | II | II | Similar |
| Indications for<br>use | The Omron NE-U22 is an<br>ultrasonic (vibrating mesh)<br>nebulizer system designed to<br>aerosolize liquid medications<br>for inhalation by the patient. | The Pulmogine® Vibrating<br>Mesh Nebulizer is a system<br>designed to aerosolize liquid<br>medications for inhalation by<br>the patient. The device may<br>be used with pediatric (5<br>years and older), defined by<br>the prescribed medication,<br>and adult patients in hospital /<br>institutional settings, home<br>care use, schools, and long-<br>term care facilities. | Similar |
| OTC/Rx only | Prescription only | Prescription only | Similar |
| Patient<br>Population | The device may be used with<br>pediatric and adult patients | Pediatric (5 years and older),<br>defined by the prescribed<br>medication, and adult<br>patients. | Similar |
| Environment of<br>Use | in the home, hospital, and<br>sub-acute care settings. | Hospital / institutional<br>settings, home care use,<br>schools, and long-term care<br>facilities | Similar |
| Contraindications | It is not intended for use with<br>Pentamidine. | It is not intended for use with<br>Pentamidine. | Similar |
| Principle of<br>Operation | Vibrating mesh | Vibrating mesh | Similar |
| Aerosolization | Continuous during inhalation<br>and exhalation | Continuous during inhalation<br>and exhalation | Similar |
| Compressed gas<br>source | None needed | None needed | Similar |
| Reservoir volume | 7 ml | 10 ml | Different |
| Nebulization rate | 0.25 ml/min to 0.9 ml/min | ≥ 0.25 ml/min | Different |
| Duration of use | Single patient, multi-use | Single patient, multi-use | Similar |
| Nebulizer<br>components<br>cleanable | Yes | Yes | Similar |
| Software-driven | No | No | Similar |
| Power source | 2x AA Batteries | 2x 1.5V AA Alkaline<br>Batteries | Similar |
| Power<br>consumption | 1.5 W | Approx. 1.2 W | Similar |
| Weight | 97 gm w/o batteries | 75 gm w/o batteries | Different |
| Dimensions (mm) | 51 x 38 x 104 | 74 x 46 x 96 | Different |
| Operating<br>Conditions | 0 to 45°C / 30-85% RH | 5 to 40°C / 15-93% RH | Similar |
| Storage<br>Conditions | -25 to + 70°C / 10-90% RH | -25 to + 70°C / < 93% RH | Similar |
| User Interface | On/Off switch<br>LED indicators and tone<br>sounds | On/Off switch<br>LED indicators | Similar |
| Electrical Safety<br>& electromagnetic<br>compatibility | IEC 60601-1:2005<br>IEC 60601-1-2:2001<br>UL 60601-1 | ANSI/AAMI ES60601-<br>1:2005/(R)2012<br>IEC 60601-1-2:2014 | Similar |
Table 1. Comparison of Predicate Device vs. Proposed Device
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| | FCC Part 15 Subpart B Class | | | IEC 60601-1-11:2015 | | | |
|-------------------|-----------------------------|-----------------------------|-----------------------------|-----------------------------|-------------|-------------|---------------|
| | B | | | | | | |
| Materials in | Poly (bisphenol-A sulfone) | | | Polypropylene (PP) | | | Different |
| patient contact | (PSF) | | | Silicone | | | |
| | Silicone | | | Polytetrafluoroethylene | | | |
| | Polycarbonate (PC) | | | (PTFE) | | | |
| | Titanium | | | Acrylonitrile Butadiene | | | |
| | NiPd | | | Styrene (ABS) | | | |
| | | | | NiPd | | | |
| Materials per ISO | External Communicating | | | External Communicating | | | Similar |
| 10993-1 | (Indirect gas pathway) | | | (Indirect gas pathway) | | | |
| | Tissue / Bone / Dentin | | | Tissue / Bone / Dentin | | | |
| | communicating Duration of | | communicating Duration of | | | | |
| | Use - permanent (> 30 days) | | Use – permanent (> 30 days) | | | | |
| | And | | And | | | | |
| | Surface Contact | | Surface Contact | | | | |
| | | Mucosal membrane | | Mucosal membrane | | | |
| | | Duration of Use - permanent | | Duration of Use - permanent | | | |
| | (> 30 days) | | | (> 30 days) | | | |
| @ Pediatric Flow | Albuterol | Ipratropium | Cromolyn | Albuterol | Ipratropium | Cromolyn | MMAD, |
| Rate | Sulfate | Bromide | Sodium | Sulfate | Bromide | Sodium | GSD, Total |
| MMAD (µm) | 3.77 ± 0.31 | 3.33 ± 0.21 | 3.17 ± 0.06 | 3.37 ± 0.23 | 3.20 ± 0.10 | 3.00 ± 0.20 | Dose |
| GSD | 2.45 ± 0.11 | 2.75 ± 0.22 | 3.17 ± 0.17 | 3.02 ± 0.37 | 2.92 ± 0.11 | 3.11 ± 0.15 | Delivered, |
| Total Dose | 1093 ± 229 | 369 ± 13 | 11796 ± | 1528 ±139 | 299 ± 22 | 11088 ± | and Total |
| Delivered (µg) | | | 354 | | | 463 | Respirable |
| Total Respirable | 1109 ± 128 | 187 ± 15 | 6259 ± 172 | 925 ± 152 | 173 ± 18 | 6167 ± 408 | Dose were |
| Dose (µg) | | | | | | | substantially |
| @ Adult Flow | Albuterol | Ipratropium | Cromolyn | Albuterol | Ipratropium | Cromolyn | equivalent to |
| Rate | Sulfate | Bromide | Sodium | Sulfate | Bromide | Sodium | the predicate |
| MMAD (µm) | 3.13 ± 0.31 | 3.20 ± 0.35 | 3.03 ± 0.15 | 2.94 ± 0.25 | 2.76 ± 0.37 | 2.39 ± 0.24 | device. |
| GSD | 3.40 ± 0.17 | 2.74 ± 0.08 | 2.98 ± 0.24 | 3.01 ± 0.31 | 3.39 ± 0.51 | 2.70 ± 0.30 | |
| Total Dose | 2215 ± 84 | 377 ± 28 | 13208 ± | 1596 ± 102 | 320 ± 15 | 11559 ± | |
| Delivered (µg) | | | 447 | | | 440 | |
| Total Respirable | 1093 ± 72 | 222 ± 28 | 7778 ± 457 | 950 ± 105 | 191 ± 20 | 7975 ± 764 | |
| Dose (µg) | | | | | | | |
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| Software Level of<br>Concern | Moderate | Moderate | Similar |
|------------------------------------------------------|----------|----------|---------|
| Is the software<br>dependent on<br>external devices? | No | No | Similar |
# Substantial Equivalence Conclusion
As detailed above, the indication for use, patient population, the environment of use, technology characteristics, and the principle of operation are substantially equivalent. The materials in patient contact of the two devices are not identical, but the results of the biocompatibility assay for HCMed Pulmogine® Vibrating Mesh Nebulizer determined with the same criteria verified that the proposed device meets the biocompatibility requirements. Therefore, it can be concluded that the proposed device, HCMed Pulmogine® Vibrating Mesh Nebulizer, HCM-86C, has a substantially equivalence safety and effectiveness profile as compared to the legally marketed predicate device, Omron Micro Air Vibrating Mesh Nebulizer, NE-U22.
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.