Everion+ provides continuous monitoring of the following vital signs in adults, 18 years of age or older, when at rest: Pulse rate Respiration rate Movement The data from Everion+ is intended to be used in a hospital or home environment in order to support monitoring of wearers under the care of a trained healthcare professional. Everion+ is not in a critical care environment such as an ICU or operating room. The device information should not be the sole basis for clinical decisions.
Device Story
Everion+ is a wireless, battery-operated wearable armband for continuous vital sign monitoring. It uses optical sensors to perform reflective photoplethysmography (PPG) on the upper arm to measure pulse rate, respiration rate, and movement. Data is transmitted via cellular communication to a secure cloud environment when in range of a third-party receiver; otherwise, data is stored locally on the device and transmitted upon reconnection. Clinicians access the data via an API to support patient monitoring. The device is intended for use in hospital or home settings by trained healthcare professionals. It does not provide alarms and is not intended for critical care environments. The output aids clinical decision-making but is not the sole basis for diagnosis or treatment.
Clinical Evidence
Clinical study conducted on 50 subjects (ages 21-80, diverse BMI and skin tones). Accuracy assessed against ECG (PR) and end-tidal CO2 capnography (RR). Results: PR RMSE ≤ 3 bpm; RR RMSE < 3 brpm. Movement detection performance evaluated via confusion matrix; binary classification (Rest vs. Non-Rest) achieved 88.9% accuracy, 98.8% sensitivity, and 66.8% specificity.
Technological Characteristics
Wireless wearable armband with integrated optical sensors for reflective PPG. Battery-operated with wireless transceiver. Materials: stretchy fabric armband with adjustable clip. Connectivity: cellular transmission to cloud, API-based data access. Standards: ISO 15223-1, EN 50419, ISO 10993 (biocompatibility), IEC 62304 (software), ISO 14971 (risk), IEC 60601-1/11 (safety), ISO 80601-2-61 (pulse/respiration).
Indications for Use
Indicated for continuous monitoring of pulse rate, respiration rate, and movement in adults (≥18 years) at rest. Intended for use in hospital or home settings under the care of a trained healthcare professional. Not for use in critical care environments (ICU/OR).
Regulatory Classification
Identification
A cardiac monitor (including cardiotachometer and rate alarm) is a device used to measure the heart rate from an analog signal produced by an electrocardiograph, vectorcardiograph, or blood pressure monitor. This device may sound an alarm when the heart rate falls outside preset upper and lower limits.
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Image /page/0/Picture/0 description: The image shows the logo of the U.S. Food and Drug Administration (FDA). On the left is the Department of Health & Human Services logo. To the right of that is the FDA logo, which is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
February 23, 2023
Biofourmis Singapore Pte. Ltd % Nandini Murthy Regulatory Consultant to Biofourmis Biofourmis 33 Arch Street, Floor# 17 Boston, Massachusetts 02110
Re: K213863
Trade/Device Name: Everion+ System Regulation Number: 21 CFR 870.2300 Regulation Name: Cardiac Monitor (Including Cardiotachometer And Rate Alarm) Regulatory Class: Class II Product Code: MWI, MSX, BZQ, DRG Dated: January 20, 2023 Received: January 23, 2023
Dear Nandini Murthy:
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,
Shruti N. Mistry -S
for
Jennifer Shih Kozen Assistant Director Division of Cardiac Electrophysiology, Diagnostics and Monitoring Devices Office of Cardiovascular 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) K213863
Device Name Everion+ System
#### Indications for Use (Describe)
Everion+ provides continuous monitoring of the following vital signs in age or older, when at rest:
- · Pulse rate
- · Respiration rate
- · Movement
The data from Everion+ is intended to be used in a hospital or home environment in order to support monitoring of wearers under the care of a trained healthcare professional. Everion+ is not in a critical care environment such as an ICU or operating room. The device information should not be the sole basis for clinical decisions.
| Type of Use (Select one or both, as applicable) |
|-------------------------------------------------|
|-------------------------------------------------|
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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Traditional 510(k) K213863 Premarket Notification Submission – Everion + System
## 510(k) SUMMARY
| Submitter Name: | Biofourmis Singapore Pte. Ltd.<br>2 Venture Drive<br>Vision Exchange, #23-01<br>Singapore<br>Singapore<br>608526<br>SG |
|----------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Contact Person: | Milan Shah |
| Phone Number: | (617) 947-8255 |
| Submission Correspondent: | Nandini Murthy |
| Phone Number: | (781) 710-5378 |
| Date Prepared: | February 22, 2023 |
| Device Trade Name: | Everion + System |
| Device Common Name: | Multi Parameter Monitor |
| Classification regulation: | Primary Product Code:<br>21 CFR 870.2300, Product Code MWI, MSX<br>Device: Class 2, Classification Panel: Cardiovascular |
| | Secondary Product Code:<br>21 CFR 868.2375, Product Code BZQ<br>Device: Class 2, Classification Panel: Anesthesiology<br>21CFR 870.2910, Product Code DRG<br>Device: Class 2, Classification Panel: Cardiovascular |
| Predicate Devices: | Current Health Ltd., K191272<br>Vitls Inc., K191620 |
| Classification Name: | Cardiovascular |
| Classification regulation: | Current Health: 21 CFR 870.2300, Product Code MSX,<br>DQA, BZG<br>21 CFR 868.2375, Product Code BZG<br>21CFR 870.2910, Product Code DRG, FLL<br>21 CFR 858.1840, Product Code BZQ |
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# Device Description:
The Everion+ is a wireless multi-parameter vital-signs monitoring system. The Everion+ was includes an Application Programming Interface (API), which is intended to allow development of user interface applications that enable clinicians and medically-qualified personnel to access recorded vital signs information for active patient monitoring.
The system is comprised of the following components:
- Wearable device with multiple sensors
- Secure cloud environment with an API .
- Charger with accessories .
- Armband .
The Everion+ wearable is battery-operated with integrated sensors and wireless transceiver. The wearable is worn on the upper arm via the adjustable armband that snaps to it. The armband is made of a stretchy material and has an adjustable clip to enable fitting to most adults. The wearable continuously gathers multi-parameter vital signs data from the person being monitored and securely transmits the data to the server component of the system, via cellular communication, when in range of a third-party receiver.
# Indications for Use:
Everion+ is intended to provide continuous monitoring of the following vital signs in adults, 18 years of age or older, when at rest:
- Pulse rate
- · Respiration rate
- Movement
The Everion+ device is intended to be used in a hospital or home environment in order to support monitoring of wearers under the care of a trained healthcare professional. Everion+ is not intended for use in a critical care environment such as an ICU or operating room. The device information should not be the sole basis for clinical decisions.
# Rationale for Substantial Equivalence:
The table below is a comparison of the Indications for use of the Everion + against the predicate device.
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# Substantial Equivalence Comparison:
# Table 1 Substantial Equivalence Comparison
| Characteristics | Subject device Everion + | Primary Predicate<br>K191272 | Predicate 2 K191620 | Comments |
|-------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Indications for<br>use | Everion+ provides continuous<br>monitoring of the following<br>vital signs in adults, 18 years of<br>age or older, when at rest:<br>• Pulse rate<br>• Respiration rate<br>• Movement<br>The Everion+ device is<br>intended to be used in a<br>hospital or home environment<br>in order to support monitoring<br>of wearers under the care of a<br>trained healthcare professional.<br>Everion+ is not intended for use<br>in a critical care environment<br>such as an ICU or operating<br>room. The device information<br>should not be the sole basis for<br>clinical decisions. | The Current Wearable<br>Health Monitoring<br>System is intended for<br>reusable bedside, mobile<br>and central multi-<br>parameter, physiologic<br>patient monitoring of<br>adult patients in<br>professional healthcare<br>facilities, such as<br>hospitals or skilled<br>nursing facilities, or<br>their own home. It is<br>intended for monitoring<br>of patients by trained<br>healthcare professionals.<br>The Current Wearable<br>Health Monitoring<br>System is intended to<br>provide visual and<br>audible physiologic<br>multi-parameter alarms.<br>The Current Wearable<br>Health Monitoring<br>System is intended for<br>temperature monitoring | The Vitls Platform is a<br>wireless remote<br>monitoring system<br>intended for use by<br>healthcare professionals<br>for continuous<br>collection of<br>physiological data in in<br>healthcare and home<br>settings. This includes<br>heart rate (HR) and<br>body temperature.<br><br>The data from the Tego<br>VSS Sensor is intended<br>for use by healthcare<br>professionals as an aid<br>to diagnosis and<br>treatment. It<br>is not intended for use<br>on critical care patients<br>nor replace standard<br>monitoring and/or<br>routine care.<br><br>The device is intended<br>for use as a general | The intended use and<br>indications for use of the<br>proposed device and the<br>primary predicate are<br>the same for continuous<br>measurement of<br>• Pulse rate<br>• Movement<br><br>The Everion + device<br>also provides continuous<br>measurement of<br>Respiration Rate but<br>does not provide for<br>alarms and does not<br>include temperature,<br>heart rate, and oxygen<br>saturation like the<br>Current (primary<br>predicate) Wearable<br>device.<br><br>The secondary<br>predicate, Vitls<br>Platform, does not<br>include alarms, and is<br>cleared under similar |
| Characteristics | Subject device Everion + | Primary Predicate<br>K191272 | Predicate 2 K191620 | Comments |
| | | where monitoring<br>temperature at the upper<br>arm is clinically<br>indicated.<br>The Current Wearable<br>Health Monitoring<br>System is intended for<br>continuous monitoring<br>of the following<br>parameters in adults: | patient monitor, to<br>provide physiological<br>information, on patients<br>who are 2 years of age<br>or older. | product codes of DRG,<br>FLL as the Current<br>Wearable system.<br>Therefore, the<br>differences between the<br>subject Everion + and<br>the primary predicate<br>Current Health wearable<br>system and secondary<br>Vitls Platform are not |
| | | • Pulse rate<br>• Oxygen saturation<br>• Temperature<br>• Movement<br>The Current Wearable | | significant, does not<br>raise new questions of<br>safety and effectiveness. |
| | | Health Monitoring<br>System is intended for<br>intermittent or spot-<br>check monitoring, in<br>adults, of:<br>• Respiration rate<br>• Non-invasive blood<br>pressure | | |
| | | • Lung function &<br>spirometry<br>• Weight<br>The Current Wearable<br>Health Monitoring<br>System is not intended | | |
| Characteristics | Subject device Everion + | Primary Predicate<br>K191272 | Predicate 2 K191620 | Comments |
| | | for use in high-acuity<br>environments, such as<br>ICU or operating rooms. | | |
| | | The Current Wearable<br>Health Monitoring<br>System is not intended<br>for use on acutely ill<br>cardiac patients with the<br>potential to develop life<br>threatening arrhythmias<br>e.g. very fast atrial<br>fibrillation. For these<br>patients, they should be<br>monitored using a<br>device with continuous<br>ECG. The Current<br>Wearable Health<br>Monitoring System is<br>not a substitute for an<br>ECG monitor. | | |
| | | The Current Wearable<br>Health Monitoring<br>System is not intended<br>for SpO2 monitoring in<br>conditions of high<br>motion or low perfusion. | | |
| Regulation | 21 CFR 870.2300<br>21 CFR 870.2910<br>21 CFR 868.2375 | 21 CFR 870.2300<br>21 CFR 870.2910<br>21 CFR 868.2375<br>21 CFR 858.1840 | 21 CFR 870.2910 | Equivalent to primary<br>predicate |
| Characteristics | Subject device Everion + | Primary Predicate<br>K191272 | Predicate 2 K191620 | Comments |
| Product code | MWI, MSX, BZQ | MSX, FLL, DQA, BZQ,<br>DRG, BZG | DRG, FLL | Equivalent to primary<br>predicate for claimed<br>measurement<br>parameters |
| Device design | The Everion+ wearable is<br>battery-operated with integrated<br>sensors and wireless<br>transceiver. The wearable is<br>worn on the upper arm via the<br>adjustable armband that snaps<br>to it. | Current Health System<br>consists of a single<br>battery-operated<br>monitoring device worn<br>on the upper arm, along<br>with a software platform<br>(containing an alarming<br>system) | Comprised of a<br>wearable device with<br>multiple sensors (the<br>Tego VSS Sensor - an<br>Adhesive Patch with<br>integrated Sensors) | Equivalent to the<br>primary device predicate<br>system performance<br>with the exception of<br>not containing an<br>alarming system. |
| Principle of<br>Operation | An optical sensor allows<br>reflective<br>photoplethysmography (PPG)<br>measurements to be performed<br>on the skin and underlying<br>tissue | Optical based system | Photoplethysmography<br>(PPG) measurements<br>performed using<br>sensors integrated into<br>an adhesive patch | Everion+ is equivalent<br>to the secondary<br>predicate device and<br>similar to the primary<br>predicate. |
| Data storage,<br>transmission,<br>display | The wearable continuously<br>gathers multi-parameter vital<br>signs data from the person<br>being monitored and securely<br>transmits the data to the server<br>component of the system, via<br>cellular communication, when<br>in range of a third-party<br>receiver. When not in range, the<br>collected data is stored on the<br>Everion+ wearable and<br>transmitted when connection<br>has been restored. Through<br>APIs of the cloud environment,<br>the data may be accessed from | Current Health includes<br>a user interface to allow<br>presentation of vital<br>signs data both on<br>mobile devices and a<br>central station | The encrypted wireless<br>data recorded by the<br>Sensor is sent, by the<br>third-party connectivity<br>relay, to the Secure<br>Server. The data may be<br>downloaded from the<br>Secure Server Library<br>or integrated into a<br>Third-Party Application<br>via the APIs of the<br>Secure Server Library.<br>In addition, the wireless<br>data may be transferred<br>to an optional Secure | Everion + is equivalent<br>to the secondary<br>predicate. The display of<br>data is via use of APIs, a<br>technological option as<br>opposed to a custom<br>display with the system.<br>This difference between<br>Everion + and the<br>primary predicate is not<br>significant. |
| Characteristics | Subject device Everion + | Primary Predicate K191272 | Predicate 2 K191620 | Comments |
| | the cloud storage or integrated<br>into a third-party application<br>for monitoring. | | Server Library where<br>they may be stored for<br>future analysis. | |
| Use<br>Environment | Healthcare facilities or Home<br>environment in subjects >18y | Healthcare facilities &<br>Home in subjects ≥18y | Healthcare facilities &<br>Home in subjects >2y | Equivalent to primary<br>predicate |
| Parameters<br>monitored | • Pulse rate<br>• Respiration rate<br>• Movement | • Pulse rate<br>• Respiration Rate<br>• Oxygen saturation<br>• Temperature<br>• Movement | • Heart rate<br>• Temperature | Similar to primary<br>predicate and does not<br>raise concerns on safety<br>and efficacy. |
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# Performance Data:
Preclinical software/algorithm testing, biocompatibility, shipping/packaging and clinical study results validate Everion + System towards its proposed intended use, and supports substantial equivalence to the predicate.
The following are the referenced standards during design and development of Everion + system: Table 2
| Standard | Name | Result |
|-----------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------|
| Labeling | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for medical device symbols and<br>labeling per ISO 15223-1, and EN 50419 | Passed |
| Cleaning Method | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for cleaning reusable medical<br>devices | Passed |
| Biocompatibility | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for Biocompatibility per ISO<br>10993-1, 10993-5, 10993-10, and 10993-12 | Passed |
| Software Life Cycle | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for software life cycle per IEC<br>62304 | Passed |
| Risk Management | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for Application of risk<br>management to medical Device per ISO 14971 | Passed |
| Product Safety and<br>Environment | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for product safety per IEC 60601-<br>1 and IEC 60529, IEC 62133-2, and UL1642 | Passed |
| Product Performance | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for pulse rate and respiration rate<br>per ISO 80601-2-61 | Passed |
| EMI/EMC | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for product emissions and<br>immunity, wireless coexistence per IEC 60601-1-2, ANSI<br>IEEE C63.27, CISPR11, IEC 61000-3, AAMI TIR69 | Passed |
| Usability | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for usability per IEC 60601-1-6<br>and IEC 62366-1 | Passed |
| Home use | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for electrical systems used in<br>home healthcare environment per IEC 60601-1-11. | Passed |
| Shipping | The Everion+ System was tested and confirmed to meet all<br>the applicable requirements for Packaged-Products | Passed |
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Traditional 510(k) K213863 Premarket Notification Submission – Everion + System
In addition to tests to the above referenced standards, the following tests were conducted:
Everion+ Hardware Test Everion+ Product Requirement Verification Everion+ Label Verification Everion+ Software Verification Report - Firmware Everion+ Software Verification Report - Cloud Validation of Pulse Rate, Respiratory Rate, And Movement with clinical supporting data
Clinical Study Validation Summary:
The Everion + device accuracy was assessed in 50 collective subjects (M/F) of ages (46±17, 21-80 vears) and wide ranges of BMI (18.6-49.3). skin tones (range: 1-6 on Fitzpatrick scale) and disease conditions from two clinical studies. The study participants wore two Everion+ devices on both left and right upper arms along with ECG monitor (for PR reference), and end-tidal CO2 capnograph monitor (for RR reference).
The device accuracy was assessed by the root-mean-square (RMSE) and mean absolute error (MAE), using the differences between the Everion+ device outputs and the respective ECG monitor's PR or manual RR reference values.
Overall. the device met the performance objectives for PR, with an RMSE of ≤ 3 bpm, and for RR, with an RMSE of < 3 brpm.=
Movement detection is intended to aid in analysis of raw data, towards display of PR and RR. The multi-class confusion matrix considering all Rest, Low, Moderate and High movement level categories are given in Table 3 with the corresponding epoch count ratio and percentages in parentheses.
| Device | Actual | | | |
|--------|----------------------|---------------------|----------------------|---------------------|
| | Rest_a | Low_a | Mod_a | High_a |
| Rest_d | 1026/1535<br>(66.8%) | 33/1529<br>(2.2%) | 3/1600<br>(0.2%) | 5/1411<br>(0.4%) |
| Low_d | 463/1535<br>(30.2%) | 909/1529<br>(59.5%) | 114/1600<br>(7.1%) | 70/1411<br>(5.0%) |
| Mod_d | 46/1535<br>(3.0%) | 586/1529<br>(38.3%) | 1482/1600<br>(92.6%) | 344/1411<br>(24.4%) |
| High_d | 0/1535<br>(0%) | 1/1529<br>(0.1%) | 1/1600<br>(0.1%) | 992/1411<br>(70.3%) |
Table 3. Confusion Matrix with the epoch count ratio and percentages.
The multi-class confusion matrix essentially captures positive percent agreement (i.e., sensitivity) on the diagonal elements for all four movement classes. Besides the sensitivity
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Traditional 510(k) K213863 Premarket Notification Submission – Everion + System
metric, the specificity and accuracy performance metrics were also considered to understand the device performance, particularly for movement algorithm's primary purpose of differentiating rest from any movements.
Confusion matrices from one-versus-all binary classifiers and with sensitivity alongside the accuracy and specificity is in Table 4 below.
| Positive Class | Accuracy (%) | Sensitivity (%) | Specificity (%) |
|---------------------------|--------------|-----------------|-----------------|
| Level 1 – REST | 88.9 | 66.8 | 98.8 |
| Level 2 – LOW | 77.7 | 59.5 | 84.4 |
| Level 3 – MODERATE | 80.1 | 92.6 | 75.0 |
| Level 4 – HIGH | 91.3 | 70.3 | 99.9 |
| Levels 2, 3 & 4 – NONREST | 88.9 | 98.8 | 66.8 |
Table 4
Accordingly, the Everion+ device is shown to differentiate the Rest condition from other movement of any type (low, moderate, and high) with an accuracy of 88.9%
A detailed listing of all applicable V&V testing is captured in the 510(k) submission.
The Everion+ system meets the same applicable performance standards and nonclinical testing as the primary predicate device. Therefore, the Everion+ subject device is substantially equivalent to the primary predicate device.
## Conclusion:
Based on the information contained within the 510(k) premarket notification, evaluation of device performance in preclinical and clinical testing where no adverse indications or results were observed, and comparison to the legally marketed predicate devices, the Everion+ is considered substantially equivalent. Therefore, we conclude that the Everion+ is substantially equivalent to the predicate devices.
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.