Vyntus ONE with CART, Vyntus ONE PFT only with CART, Vyntus ONE with adjustable CART, Vyntus ONE PFT only with adjustable CART
K181524 · Vyaire Medical, Inc. · BZC · Nov 30, 2018 · Anesthesiology
Device Facts
Record ID
K181524
Device Name
Vyntus ONE with CART, Vyntus ONE PFT only with CART, Vyntus ONE with adjustable CART, Vyntus ONE PFT only with adjustable CART
Applicant
Vyaire Medical, Inc.
Product Code
BZC · Anesthesiology
Decision Date
Nov 30, 2018
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 868.1880
Device Class
Class 2
Attributes
Pediatric
Indications for Use
The Vyntus ONE / SentrySuite product line is intended to be used for measurements, data collection and analysis of lung function (PFT) and cardio-pulmonary (CPET) parameters, aiding in the diagnosis of related conditions. The results of the test can be viewed online with the help of a computer screen and can be printed after the test results can be saved for future reference or report generation purposes. The products can be utilized with patients aged 4 years and older as long as they can cooperate in the performance - no special limit to patient's sex or height exists. Measurements will be performed under the direction of a physician in a hospital environment, physician's office or similar setting (professional healthcare facilities). A qualified physician has to reassess all Vyntus / SentrySuite measurements. An interpretation by Vyntus ONE / SentrySuite is only significant if it is considered in connection with other clinical findings. Additional for Vyntus ECG: The Vyntus ECG is intended for measuring the surface electrocardiogram (ECG) of a patient. The acquired ECG can be recorded and displayed on the screen or printed on paper. 12-lead ECGs are analyzed automatically and suggestions for the interpretation of the resting ECG can be made by the software. ECG interpretation statements made by the Vyntus / SentrySuite represent partial qualitative information on the patient's cardiovascular condition and no therapy or drugs can be administered based solely on the interpretation statements. The Vyntus ECG can be used for non-interpretive applications in patients age 4 years and older and a weight of 20 kg or higher. The Vyntus ECG is intended to be used for routine ECG collection, recording both under resting and stress conditions. The measurement is performed by trained healthcare professionals under the direction of a physician in healthcare facilities (e.g. the doctor's office or hospital). The Vyntus ECG is not intended for intracranial use. The Vyntus ECG is not intended for use in an EMS environment (Emergency Medical Services Environment). The Vyntus ECG is not intended for use in home healthcare environments. Automatic interpretation of the ECG is not possible for pediatric and adolescent patients below 16 years of age and for patients with pacemakers.
Device Story
Vyntus ONE is a pulmonary function test (PFT) and cardiopulmonary exercise testing (CPET) system. Inputs include respiratory gas exchange data via ultrasound flow sensor (USS) and digital volume transducer (DVT), plus optional SpO2 and 12-lead ECG signals. System comprises a main unit, patient interface (Flow Path Valve eDemand), and cart-mounted PC running SentrySuite software. Operated by trained healthcare professionals in hospitals or clinics under physician direction. Software processes inputs to provide PFT/CPET parameters and automated ECG interpretation suggestions. Output displayed on screen or printed for physician review. Device aids diagnosis of lung and cardiovascular conditions; requires physician reassessment of all measurements. Benefits include standardized lung function assessment and integrated diagnostic data collection.
Clinical Evidence
No clinical data. Substantial equivalence established via bench testing, including risk management (ISO 14971), usability (EN 62366), software life cycle (ISO 62304), electrical safety (IEC 60601-1), EMC (IEC 60601-2), biocompatibility (ISO 10993), and performance accuracy testing against ATS/ERS standards.
Technological Characteristics
System includes ultrasonic flow sensor, digital volume transducer, and 12-lead ECG module. Materials tested per ISO 10993. Connectivity via USB to PC. Power: 100–240V, 50–60Hz. Software: SentrySuite (v2.21). Compliance: IEC 60601-1, IEC 60601-2, ISO 14971, ISO 62304.
Indications for Use
Indicated for patients aged 4 years and older (ECG: 20kg+ weight) for lung function (PFT) and cardio-pulmonary (CPET) measurements, and surface ECG recording. Contraindications: ECG interpretation not for patients <16 years or with pacemakers; not for intracranial use, EMS, or home environments.
Regulatory Classification
Identification
A pulmonary-function data calculator is a device used to calculate pulmonary-function values based on actual physical data obtained during pulmonary-function testing.
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November 30, 2018
Vyaire Medical, Inc. Elmar Niedermeyer Manager, Regulatory Affairs Leibnizstrasse 7 Hoechber, 97204 De
Re: K181524
Trade/Device Name: Vyntus ONE Regulation Number: 21 CFR 868.1880 Regulation Name: Pulmonary-Function Data Calculator Regulatory Class: Class II Product Code: BZC, DPS Dated: October 31, 2018 Received: November 2, 2018
Dear Elmar Niedermeyer:
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
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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/CombinationProducts/GuidanceRegulatoryInformation/ucm597488.html; 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 http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm.
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/DeviceRegulationandGuidance/) and CDRH Learn (http://www.fda.gov/Training/CDRHLearn). 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 (http://www.fda.gov/DICE) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely.
James J. Lee -S
for Tina Kiang, Ph.D. Acting Director Division of Anesthesiology, General Hospital, Respiratory, Infection Control, and Dental Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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### Indications for Use
510(k) Number (if known) K181524
Device Name Vyntus ONE
#### Indications for Use (Describe)
The Vyntus ONE / SentrySuite product line is intended to be used for measurements, data collection and analysis of lung function (PFT) and cardio-pulmonary (CPET) parameters, aiding in the diagnosis of related conditions. The results of the test can be viewed online with the help of a computer screen and can be printed after the test results can be saved for future reference or report generation purposes.
The products can be utilized with patients aged 4 years and older as long as they can cooperate in the performance - no special limit to patient's sex or height exists.
Measurements will be performed under the direction of a physician in a hospital environment, physician's office or similar setting (professional healthcare facilities).
A qualified physician has to reassess all Vyntus / SentrySuite measurements. An interpretation by Vyntus ONE / SentrySuite is only significant if it is considered in connection with other clinical findings. Additional for Vyntus ECG:
The Vyntus ECG is intended for measuring the surface electrocardiogram (ECG) of a patient. The acquired ECG can be recorded and displayed on the screen or printed on paper. 12-lead ECGs are analyzed automatically and suggestions for the interpretation of the resting ECG can be made by the software.
ECG interpretation statements made by the Vyntus / SentrySuite represent partial qualitative information on the patient's cardiovascular condition and no therapy or drugs can be administered based solely on the interpretation statements.
The Vyntus ECG can be used for non-interpretive applications in patients age 4 years and older and a weight of 20 kg or higher. The Vyntus ECG is intended to be used for routine ECG collection, recording both under resting and stress conditions. The measurement is performed by trained healthcare professionals under the direction of a physician in healthcare facilities (e.g. the doctor's office or hospital). The Vyntus ECG is not intended for intracranial use. The Vyntus ECG is not intended for use in an EMS environment (Emergency Medical Services Environment). The Vyntus ECG is not intended for use in home healthcare environments. Automatic interpretation of the ECG is not possible for pediatric and adolescent patients below 16 years of age and for patients with pacemakers.
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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Image /page/3/Picture/1 description: The image shows the logo for Vyaire Medical. The word "Vyaire" is in a large, bold, blue font. Below that, the word "MEDICAL" is in a smaller, light blue font. The letters in "MEDICAL" are spaced out.
# 510(k) Summary
## GENERAL INFORMATION
#### 5.1 Type of Submission
Traditional 510(k) Submission
Submission date: 2018/05/24
#### 5.2 Submitter
| Name: | Vyaire Medical, Inc. |
|-------|-------------------------------------------------|
| | (Doing business as CareFusion Germany 234 GmbH) |
Address: Leibnizstrasse 7 D-97204 Hoechberg Germany
### Contact person in Germany:
| (Official Correspondent) | Elmar Niedermeyer |
|--------------------------|-----------------------------------|
| Address: | CareFusion Germany 234 GmbH |
| | Leibnizstrasse 7, 97204 Hoechberg |
| | Germany |
| Phone: | +49 931 49 72 - 361 |
| FAX: | +49 931 49 72 - 62361 |
| E-mail | elmar.niedermeyer@vyaire.com |
### Contact person in the U.S.:
(U.S. Agent) Address
Phone:
E-mail:
Fax:
### Colleen Watson
Vyaire Medical Inc. 26125 N. Riverwoods Blvd. Mettawa, IL 60045, USA 224-7066818 847-8473629 Colleen.Okeeffe@vyaire.com
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#### 5.3 Establishment Registration Number 9615102
### 5.4 Common Name or Classification Name Pulmonary function data calculator (Primary) (CFR 868.1880, Product Code BZC) Electrocardiograph (Secondary) (CFR 870.2340, Product Code DPS)
- 5.5 Trade Name Vyntus ONE
- 5.6 Device Classification This is a Class II device
#### 5.7 Classification Panel 73 Anesthesiology Part 868 (Primary) 74 Cardiovascular Part 870 (Secondary)
#### 5.8 Reason for Premarket Notification
- . new medical device
#### 5.9 Legally predicate marketed devices
- Vyntus / SentrySuite Product Line . K150810 Code BZC, DPS
Predicate Device Company: Vyaire Medical, Inc. (Doing business as CareFusion Germany 234 GmbH)
#### 5.10 Reference Devices
- SentrySuite Product line
- MasterScreen Pneumo USS .
- . Vmax Series
K122699 Code BZC, JEH, BZG, BTY K071753 Code BTY K942211 Code BTY
Reference Device Company: Vyaire Medical, Inc. (Doing business as CareFusion Germany 234 GmbH)
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#### 5.11 Device Description
### Description & function:
The Vyntus ONE is a full pulmonary function test (PFT) system, consisting of a main unit with the gas analyzers and electronics inside, a patient interface with a Flow Path Valve eDemand and an electronic demand valve inside and an ultrasound flow sensor (USS). The entire equipment is mounted on a cart which includes the isolation transformer and the support arm for the patient interface and the USS.
The Vyntus ONE is connected via USB interface to the desktop PC and enables the following standard measurements:
- · Diffusion SB Realtime
- Diffusion SB Intra-breath
- FRC N2 washout
- Slow/forced spirometry and MVV
The Vyntus ONE also supports cardiopulmonary exercise testing (CPET). The specific hardware consists of the light-weight digital volume transducer (DVT) and an optional SpO2 pulse oximeter. It enables the following standard measurement features:
- Breath-by-breath (BxB) gas exchange
- · Workload control for bicycle ergometer or treadmills
- · Automatic workload protocols
Further optional hardware and software include:
• Vyntus ECG: 12-lead Electrocardiogram (ECG) recording (resting and stress ECG)
- · ROcc, P0.1, MIP / MEP measurements
#### 5.12 Intended Use Statement
The Vyntus ONE / SentrySuite product line is intended to be used for measurements, data collection and analysis of lung function (PFT) and cardiopulmonary (CPET) parameters, aiding in the diagnosis of related conditions. The results of the test can be viewed online with the help of a computer screen and can be printed after the test. The test results can be saved for future reference or report generation purposes.
The products can be utilized with patients aged 4 years and older as long as they can cooperate in the performance - no special limit to patient's sex or height exists.
Measurements will be performed under the direction of a physician in a hospital environment, physician's office or similar setting (professional healthcare facilities).
A qualified physician has to reassess all Vyntus / SentrySuite measurements. An interpretation by Vyntus ONE / SentrySuite is only significant if it is considered in connection with other clinical findings. Additional for Vyntus ECG:
The Vyntus ECG is intended for measuring the surface electrocardiogram (ECG) of a patient. The acquired ECG can be recorded and displayed on the screen or printed on paper. 12-lead ECGs are analyzed automatically and
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suggestions for the interpretation of the resting ECG can be made by the software.
ECG interpretation statements made by the Vyntus / SentrySuite represent partial qualitative and quantitative information on the patient's cardiovascular condition and no therapy or drugs can be administered based solely on the interpretation statements.
The Vyntus ECG can be used for non-interpretive applications in patients age 4 years and older and a weight of 20 kg or higher. The Vyntus ECG is intended to be used for routine ECG collection, recording both under resting and stress conditions. The measurement is performed by trained healthcare professionals under the direction of a physician in healthcare facilities (e.q. the doctor's office or hospital). The Vyntus ECG is not intended for intracranial use.
The Vyntus ECG is not intended for use in an EMS environment (Emergency Medical Services Environment). The Vyntus ECG is not intended for use in home healthcare environments. Automatic interpretation of the ECG is not possible for pediatric and adolescent patients below 16 years of age and for patients with pacemakers.
#### 5.13 Required Components
- PC o
- CART 3.0N / 3.1N O
- Vyntus ONE main unit O
- USS module o
- FPV (Flow Path Valve) O
- Control Unit FPV eDemand o
- Vyntus ECG O
- o SentrySuite Software
- Instruction for Use o
- Accessories o
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## 5.14 Summary Table of Comparison
| | Vyntus / SentrySuite<br>Product Line<br>K150810<br>(Predicate device) | SentrySuite<br>Product Line<br>K122699<br>(Reference device) | Vmax<br>K942211<br>(Reference device) | MasterScreen<br>Pneumo<br>K071753<br>(Reference device) | Vyntus ONE<br>(new device) |
|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Indication<br>for Use | Pulmonary function testing | ---------------- | ---------------- | ---------------- | Identical |
| Target<br>population | 4 years on and older | ---------------- | ---------------- | ---------------- | Identical |
| Software<br>used | SentrySuite<br>(Version 2.13) | ---------------- | ---------------- | ---------------- | SentrySuite<br>(Version 2.21) |
| Software<br>Network<br>options | Use as Workstation Use as Server Online connection Vlink connection GDT connection Sentry.NET<br>(mobile Review) Data integration Database handling JINET server | ---------------- | ---------------- | ---------------- | Identical |
| Performance<br>(measuring<br>programs) | Slow Spirometry Incentive Spirometry Forced Spirometry MVV | Slow Spirometry Incentive Spirometry Forced Spirometry MVV | ---------------- | ---------------- | Identical |
| | | Diffusion SB Realtime Diffusion SB<br>Intrabreath R Occlusion Respiratory Drive P0.1 MIP / MEP | ---------------- | ---------------- | Identical |
| | Vyntus / SentrySuite<br>Product Line<br>K150810<br>(Predicate device) | SentrySuite<br>Product Line<br>K122699<br>(Reference device) | Vmax<br>K942211<br>(Reference device) | MasterScreen<br>Pneumo<br>K071753<br>(Reference device) | Vyntus ONE<br>(new device) |
| Performance<br>(measuring<br>programs) | • Breath-by-breath (BxB)<br>• Resting ECG<br>• Stress ECG<br>• Indirect Calorimetry | ---------------- | ---------------- | ---------------- | Identical |
| | ---------------- | ---------------- | • Functional Residual<br>Capacity (FRC) by<br>Nitrogen (N2)<br>washout | ---------------- | Identical |
| Patient direct<br>contacting<br>parts | • Full face CPET<br>masks<br>• Single Use<br>mouthpiece<br>• Silicone mouthpiece<br>• Nose clip<br>• Nose clip pad<br>• Head gear | ---------------- | ---------------- | ---------------- | Identical |
| | ---------------- | • Single Use<br>mouthpiece<br>• Silicone mouthpiece<br>• Nose clip<br>• Nose clip pad<br>• MicroGard II Filter | ---------------- | ---------------- | Identical |
| Biocompati-<br>bility | Patient user interface<br>• Digital Volume<br>Transducer<br>• Full face CPET mask | ---------------- | ---------------- | ---------------- | Identical |
| | ---------------- | ---------------- | ---------------- | Patient user interface<br>• ultrasonic flow sensor<br>• Shutter | Patient user interface<br>• ultrasonic flow sensor<br>(new material)<br>• Flow Path Valve<br>(new material) |
| Sterilization | The device along with its | ---------------- | ---------------- | ---------------- | Identical |
| | Vyntus / SentrySuite<br>Product Line<br>K150810<br>(Predicate device)<br>accessories is neither<br>supplied sterile nor<br>intended to be sterilized | SentrySuite<br>Product Line<br>K122699<br>(Reference device) | Vmax<br>K942211<br>(Reference device) | MasterScreen<br>Pneumo<br>K071753<br>(Reference device) | Vyntus ONE<br>(new device) |
| Cleaning<br>Validation | Validation of Instrument<br>disinfection & Surface<br>disinfection | ---------------- | ---------------- | ---------------- | Validation according FDA<br>Guidance: Reprocessing<br>Medical Devices in Health<br>Care Settings: Validation<br>Methods and Labeling |
| Human<br>factors | Usability testing acc.<br>IEC 60601-1-6 and<br>related IEC 62366;<br>Usability Engineering File<br>& Usability report | ---------------- | ---------------- | ---------------- | Usability testing acc.<br>IEC 60601-1-6 and<br>related IEC 62366;<br>Usability Engineering<br>File & Usability report |
| Energy used | 100 – 240V / 50 – 60Hz | ---------------- | ---------------- | ---------------- | Identical |
| Patent user<br>Interface<br>technique | • Digital Volume<br>Transducer technique | ---------------- | ---------------- | ---------------- | Identical |
| | | ---------------- | ---------------- | • ultrasonic flow sensor<br>technique | Identical |
| Patient user<br>Interface<br>Specification | Digital Volume Transducer<br>• Flow: 0 – 15 L/s (3%)<br>• Volume: 0 – 10 L (2%)<br>• Resolution: 3ml<br>• Resistance: <0.1<br>kPa/L/s at 15 L/s<br>• ATS compliant | ---------------- | ---------------- | ---------------- | Identical |
| | Vyntus / SentrySuite<br>Product Line<br>K150810<br>(Predicate device) | SentrySuite<br>Product Line<br>K122699<br>(Reference device) | Vmax<br>K942211<br>(Reference device) | MasterScreen<br>Pneumo<br>K071753<br>(Reference device) | Vyntus ONE<br>(new device) |
| | | Pneumotachograph<br>• Flow Accuracy (exhalation)<br>0,2 to 12 L/S: +/- 2% or +/-<br>0,2 L/S (whichever is greater)<br>• Flow Accuracy (inhalation)<br>0,1 to 14 L/S: +/- 5% or<br>+/- 0,2 L/S (whichever is greater)<br>• Flow Range<br>0 to +/- 20 L/S<br>• Flow Resolution<br>10ml/s<br>• Volume Accuracy<…
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.