The Rubicon screening device is a small battery-powered device designed to assess and record nasal and oral airflow in adult patient during sleep in the home setting. The device is intended as a screening device to determine the need for clinical diagnosis and evaluation by polysomnography (PSG) based on the patient's test data.
Device Story
Rubicon Screening Device assesses/records nasal/oral airflow and snoring during sleep in home settings; intended for adult patients. System components: PVDF airflow sensor, single inline module (SIM), smartphone app, and PC analysis software. Sensor converts temperature/pressure changes into voltage signals; SIM filters/digitizes signals; transmits via Bluetooth to smartphone; smartphone transmits data via cellular network to remote data center. Healthcare professionals use PC software to view reports of airflow events (AFE), AFE index, estimated sleep time, and efficiency. Device acts as screening tool; results assist clinicians in determining need for formal PSG diagnosis. Benefits include home-based screening convenience.
Clinical Evidence
Bench testing only. Biocompatibility testing (cytotoxicity, irritation, sensitization, acute systemic toxicity, material-mediated pyrogen) performed per ISO 10993. Electrical safety and EMC testing conducted per IEC 60601-1, IEC 60601-1-2, and IEC 60601-1-11. Comparative performance testing involved data and scoring compared to PSG, with data analyzed and reviewed by independent sleep specialists.
Technological Characteristics
Components: PVDF airflow sensor, SIM (PCB with A/D converter), smartphone app, PC software. Sensing: PVDF material generates voltage from temperature/pressure changes. Connectivity: Bluetooth (SIM to smartphone), cellular (smartphone to cloud). Power: Coin cell battery (20-hour max). Sampling rate: 100 Hz. Standards: IEC 60601-1, IEC 60601-1-2, IEC 60601-1-11. Biocompatibility: ISO 10993 (external communicating, surface contact, <24 hrs).
Indications for Use
Indicated for adult patients for assessment and recording of nasal and oral airflow during sleep in home settings to determine the need for clinical diagnosis and evaluation by polysomnography.
Regulatory Classification
Identification
A breathing (ventilatory) frequency monitor is a device intended to measure or monitor a patient's respiratory rate. The device may provide an audible or visible alarm when the respiratory rate, averaged over time, is outside operator settable alarm limits. This device does not include the apnea monitor classified in § 868.2377.
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Image /page/0/Picture/0 description: The image contains two logos. On the left is the Department of Health & Human Services logo. On the right is the FDA logo, which includes the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG ADMINISTRATION" in blue text.
July 22, 2020
Dymedix Diagnostics, Inc. % Paul Dryden Consultant ProMedic. LLC 131 Bay Point Dr. NE St. Petersburg, Florida 33704
Re: K200654
Trade/Device Name: Rubicon Screening Device Regulation Number: 21 CFR 868.2375 Regulation Name: Breathing Frequency Monitor Regulatory Class: Class II Product Code: MNR Dated: June 24, 2020 Received: June 25, 2020
Dear Paul Dryden:
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
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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 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 Michael Ryan Division 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)
## K200654
Device Name
Rubicon Screening Device
Indications for Use (Describe)
The Rubicon screening device is a small battery-powered device designed to assess and record nasal and oral airflow in adult patient during sleep in the home setting. The device is intended as a screening device to determine the need for clinical diagnosis and evaluation by polysomnography (PSG) based on the patient's test data.
Type of Use (Select one or both, as applicable)
_XX Prescription Use (Part 21 CFR 801 Subpart D)
_ Over-The-Counter Use (21 CFR 801 Subpart C)
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FORM FDA 3881 (7/17)
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| Page 1 of 5 | |
|----------------------------|------------------------------------------------------------------------------------------------------------------------------------------------|
| Date Prepared: | 22-Jul-2020 |
| I Submitter | Dymedix Diagnostics, Inc.<br>5985 Rice Creek Pkwy.<br>Shoreview, MN 55126<br>T - 888-212-1100 |
| Official Contact: | Jim Moore, CEO |
| Submission Correspondent: | ProMedic, LLC<br>Paul Dryden, President<br>131 Bay Point Dr. NE<br>St. Petersburg, FL 33704<br>E - paul.dryden@promedic.cc<br>T - 239-307-6061 |
| II Device | |
| Proprietary or Trade Name: | Rubicon Screening Device |
| Common/Usual Name: | Ventilatory Effort Recorder |
| Classification Name: | 21CFR 868.2375<br>MNR - Ventilatory Effort Recorder<br>Class II |
| III Predicate Device: | K022294- IMS-SleepCheck |
| Reference Device: | K040069 – Dymedix – Airflow Sensor |
#### IV Device Description:
The Rubicon Screening Device is comprised of 3 components and software. For the physical device. Rubicon is comprised of an Airflow sensor, cable connecting air flow sensor and a single inline module (SIM) as described below:
#### Airflow sensor
The airflow sensor is placed under the user's nose where it converts temperature and pressure changes to a voltage signal. Polarized Polyvinylidene Fluoride (PVDF) is a temperature-sensing material. PVDF generates a small electrical charge in response to temperature change.
The sensor is permanently connected to the SIM via two lead wires.
The temperature difference between patient exhaled air and ambient air, as well as airflow pressure on the sensor generates a small voltage signal, which can be recorded as airflow by recording equipment. The vibration of breath sounds (snoring) produces a small voltage signal, which can be recorded as snoring by recording equipment.
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As integrated into the Rubicon, the airflow sensor provides two channels of output data from the same PVDF sensor. One channel focuses on sinusoidal airflow waveforms for identification of airflow events, and the second channel provides snore data.
### Cable
The lead wires are a typical cable pair. The lead wires were reviewed as part of the IEC 60601-1 safety evaluation. The lead wires transmit signals from the airflow sensor to the SIM and are permanently attached to the airflow sensor and the SIM.
### SIM (Housing and PCB)
The SIM's primary function is to collect raw electrical signals from the airflow sensor. These signals include airflow and snore analog data. These analog signals are filtered and acquired by the SIM's A/D converter, then transmitted in real time to a nearby Smartphone, which must be running the Rubicon companion app. The SIM PCB is powered by a small coin cell battery.
#### Software
The basic purpose of the software is to:
- Collect data from the sensor device by transmitting the data to a collection hub, which is a Smartphone + a mobile software application (app).
- Transmit data to a remote data center, which is accomplished via thecellular network. ●
- . Store, process, and display data to a health care professional or end user via the Rubicon Analysis Software PC application and its report.
The system consists of three major components: Sim Software (firmware), Rubicon App and Rubicon Desktop Software
#### V Indications for use:
The Rubicon screening device is a small battery-powered device designed to assess and record nasal and oral airflow in adult patient during sleep in the home setting. The device is intended as a screening device to determine the need for clinical diagnosis and evaluation by polysomnography (PSG) based on the patient's test data.
Patient Population: This device is used only by adults during their sleep
Environments of use: Home settings
The following table presents the comparison to support substantial equivalence.
Table 1 compares the key features of the proposed Rubicon with the identified predicate -K022294- IMS SleepCheck and reference K040069 - Dymedix Air Flow Sensor and demonstrates that this proposed device can be found substantially equivalent.
In summary, one can conclude that substantial equivalence is met based upon the following:
Indications for Use – The Indications for Use are similar. The subject device is only a screening tool which is detecting airflow events based upon airflow characteristics, whereas the predicate also collects airflow data and reports apnea and hypopnea breathing events and is considered a screening tool.
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We are not diagnosing but reporting detected airflow events for further consideration by the clinician.
Technology and construction - The technology and construction are similar to predicate in that we are utilizing an airflow sensor to detect breathing events. The employed airflow sensor is identical to the reference. K040069, device which has been cleared for the same intended use. There are no differences in the breathing event detection technology.
The subject device transmits data via BLE to an app. However, transmission of data via wireless technology is not new or novel and does not change the risk profile beyond what is already recognized by FDA as acceptable when applicable testing has been provided.
Environment of Use - The environments of use are similar - home settings.
Patient Population - The patient population is similar to the predicate namely, adults.
#### Non-Clinical Testing Summary -
#### Biocompatibility
ISO 10993 designates the sensor as external communicating through tissue contact, and surface contact for a limited duration of use (< 24 hrs.). The cytotoxicity, irritation, sensitization, acute systemic toxicity, and material-mediated pyrogen tests were conducted as per ISO 10993.
#### Bench testing
Electrical safety, electromagnetic compatibility and comparative performance testing were conducted.
#### Substantial Equivalence Conclusion -
All testing demonstrated that the proposed device is substantially equivalent to the predicate device.
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## Table 1
| Device Comparison | Proposed device<br>Rubicon SA system | IMS – SleepCheck<br>K022294 | Reference<br>Dymedix - Sensor K040069 |
|-------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Classification | MNR<br>Ventilatory Effort Recorder<br>CRF 868.2375 | MNR<br>Ventilatory Effort Recorder<br>CRF 868.2375 | MNR<br>Ventilatory Effort Recorder<br>CRF 86,2375 |
| Model | Rubicon Screening Device | SleepCheck | Reusable Airflow/Snore Sensor |
| Indications for Use | The Rubicon screening device is a small<br>battery-powered device designed to<br>assess and record nasal and oral airflow<br>in adult patient during sleep in the home<br>setting. The device is intended as a<br>screening device to determine the need<br>for clinical diagnosis and evaluation by<br>polysomnography (PSG) based on the<br>patient's test data. | The SleepCheck is a small monitor<br>designed to assess nasal and oral airflow.<br>Apnea breathing events are counted<br>based on a reduction in airflow. The<br>device is intended for use as a screening<br>device to determine the need for clinical<br>diagnosis and evaluation by<br>polysomnography based on the patient's<br>score. | The DYMEDIX Airflow Sensor is used<br>with existing recording devices in<br>support of diagnostic recording of nasal,<br>oral airflow and breathing sounds<br>(snore). The sensors are used with<br>patients who require a sleep study. |
| Target Population | Adult | Adult | Adult |
| Environment of Use | Home | Home | Home and clinical |
| OTC or Rx | Rx | Rx | Rx |
| Design | Main unit<br>Airflow Sensor | Main Unit<br>Airflow sensor - pressure | Air flow sensor measuring temperature<br>changes |
| Device Components | Single Patient, single use<br>Airflow sensor<br>Lead wire<br>SIM with BLE transmission<br>Smartphone app | Single-Patient, single-use<br>3 prong cannula with sensors<br>Main unit<br>Data reviewed by clinician | Reusable<br>Air flow sensor |
| Sensor Placement Site | Rests over the lip, under the nose | Rests over the lip, under the nose | Rests over the lip, under the nose |
| Means of measuring<br>airflow | Airflow sensor has 2 channels, detects<br>changes in airflow and noise (snoring)<br>which is converted to a voltage signal | Airflow sensor | Air flow sensor has 2 channels, detects<br>changes in air flow and noise (snoring)<br>which is connected to a recorder |
| Device Comparison | Proposed device<br>Rubicon screening | IMS - SleepCheck<br>K022294 | Reference<br>Dymedix - Sensor K040069 |
| Measures snoring | Yes | No | Yes |
| Measures | Airflow events | Apnea Hypopnea | No |
| Calculation of Airflow event | Signal decrease of 10 sec. or longer | Signal decrease of 10 sec. or longer | Sensor only |
| Records and Presents data | Airflow events (AFE)<br>AFE Index<br>Estimated Sleep Time<br>Estimated Sleep Efficiency<br>This is a screening tool only | Apnea and Hypopnea<br>AHI<br>Total apnea events<br>Numeric readout<br>Breathing indicator - moving bar display<br>This is a screening tool only | Sensor only |
| Data transmission | Bluetooth between SIM and Smartphone | Data viewed by clinician | Sensor only |
| Specifications | | | Sensor only |
| Sampling rate | Respiratory flow and breathing sounds:<br>100 Hz | 10 Hz | Sensor only |
| Nights of monitoring | Up to 2 | Single night | Sensor only |
| Power source | Battery - coin sized<br>20-hour maximum usage (2 tests) | Alkaline battery | Sensor only |
| Dimensions of main unit | Width: 114mm<br>Height: 70mm<br>Depth: 25mm | Small wearable main unit | Sensor only |
| Safety and EMC | ES 60601-1<br>IEC 60601-1-2<br>IEC 60601-1-11 | ES 60601-1<br>IEC 60601-1-2<br>EC 60601-1-4 | Sensor only |
| Biocompatibility | Airflow sensor considered<br>Externally communicating and Surface contact<br>Limited duration testing | Airflow sensor considered<br>Externally communicating and Surface contact<br>Limited duration testing | Sensor only |
| Comparative testing | Data and scoring compared to PSG<br>collected and analyzed data and reviewed<br>by independent sleep specialists | PSG comparison | Sensor only |
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K200654
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.