K191407 · Fresenius Medical Care Renal Therapies Group, LLC · QJZ · Feb 21, 2020 · Cardiovascular
Device Facts
Record ID
K191407
Device Name
Novalung System
Applicant
Fresenius Medical Care Renal Therapies Group, LLC
Product Code
QJZ · Cardiovascular
Decision Date
Feb 21, 2020
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.4100
Device Class
Class 2
Attributes
Therapeutic, Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K191407 · Feb 21, 2020
Novalung System
Fresenius Medical Care Renal Therapies Group, LLC
Regensburg ECMO Registry
Retrospective analysis of registry data was used to evaluate the clinical efficacy, safety profile, and performance of the Novalung System during long-term respiratory and cardiopulmonary support, comparing outcomes to the Extracorporeal Life Support Organization (ELSO) registry.
Retrospective analysis; Registry data; ECMO; ECLS; Long-term support
Clinical Evidence
Study Design
Population
Comparator
Key Endpoints
Regensburg ECMO Registry Retrospective Analysis; Retrospective analysis; Follow-up/Duration: 30-day observation period; cumulative treatment duration of 1,382 days
Extracorporeal Life Support Organization (ELSO) Registry data
Product efficacy, safety profile, mortality, survival rates, and technical complications
Indications for Use
The Novalung System is indicated for long-term (> 6 hours) respiratory/cardiopulmonary support that provides assisted extracorporeal circulation and physiologic gas exchange (oxygenation and CO2 removal) of the patient's blood in adults with acute respiratory failure or acute cardiopulmonary failure, where other available treatment options have failed, and continued clinical deterioration is expected or the risk of death is imminent. These may include: - Failure to wean from cardiopulmonary bypass following cardiac surgery in adult patients - ECMO-assisted cardiopulmonary resuscitation in adults
Device Story
Novalung System provides extracorporeal membrane oxygenation (ECMO) and CO2 removal (ECCO2R) for adult patients in hospital settings (ICU, cath lab, ER). System comprises Novalung console and disposable XLung kit. Console includes touchscreen control panel, pump drive, and sensor box; monitors blood pump head operation. XLung kit contains hollow fiber membrane oxygenator, blood pump head, and tubing set with integrated pressure/flow sensors. Clinicians operate system to provide assisted circulation and gas exchange. Data from sensors displayed on console; clinicians adjust parameters via touchscreen/knobs. Battery backup provided for power failure. System supports blood flow 1-7 L/min. Clinical benefit includes life-sustaining respiratory/cardiopulmonary support when conventional therapies fail.
Clinical Evidence
Retrospective analysis of 148 patients (100 VV-ECMO, 48 VA-ECMO) from Regensburg ECMO Registry. Cumulative treatment: 1,382 days. Mean duration for long-term patients (>9 days): 18.1 ± 11.1 days. Max duration: 65 days (VV), 47 days (VA). Average circuit life: 7.85 days. Mortality/survival rates comparable to ELSO Registry data. No treatment discontinued due to device malfunction.
Indicated for adults with acute respiratory or cardiopulmonary failure requiring long-term (>6 hours) extracorporeal support and gas exchange, specifically for post-cardiac surgery weaning failure or ECMO-assisted CPR, where other treatments have failed and death is imminent.
Regulatory Classification
Identification
An extracorporeal circuit and accessories for long-term respiratory/cardiopulmonary support (>6 hours) is a system of devices and accessories that provides assisted extracorporeal circulation and physiologic gas exchange of the patient's blood in patients with acute respiratory failure or acute cardiopulmonary failure, where other available treatment options have failed, and continued clinical deterioration is expected or the risk of death is imminent. The main devices and accessories of the system include, but are not limited to, the console (hardware), software, and disposables, including, but not limited to, an oxygenator, blood pump, heat exchanger, cannulae, tubing, filters, and other accessories (e.g., monitors, detectors, sensors, connectors).
Special Controls
*Classification* —Class II (special controls). The special controls for this device are:(1) The technological characteristics of the device must ensure that the geometry and design parameters are consistent with the intended use, and that the devices and accessories in the circuit are compatible;
(2) The devices and accessories in the circuit must be demonstrated to be biocompatible;
(3) Sterility and shelf-life testing must demonstrate the sterility of any patient-contacting devices and accessories in the circuit and the shelf life of these devices and accessories;
(4) Non-clinical performance evaluation of the devices and accessories in the circuit must demonstrate substantial equivalence of the performance characteristics on the bench, mechanical integrity, electromagnetic compatibility (where applicable), software, durability, and reliability;
(5) In vivo evaluation of the devices and accessories in the circuit must demonstrate their performance over the intended duration of use, including a detailed summary of the clinical evaluation pertinent to the use of the devices and accessories to demonstrate their effectiveness if a specific indication (patient population and/or condition) is identified; and
(6) Labeling must include a detailed summary of the non-clinical and in vivo evaluations pertinent to use of the devices and accessories in the circuit and adequate instructions with respect to anticoagulation, circuit setup, performance characteristics with respect to compatibility among different devices and accessories in the circuit, and maintenance during a procedure.
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February 21, 2020
Fresenius Medical Care Renal Therapies Group, LLC Denise Oppermann Senior Director, Regulatory Affairs 920 Winter Street Waltham, Massachusetts 02451
Re: K191407
Trade/Device Name: Novalung System Regulation Number: 21 CFR 870.4100 Regulation Name: Extracorporeal circuit and accessories for long-term respiratory/cardiopulmonary failure Regulatory Class: Class II Product Code: QJZ Dated: January 17, 2020 Received: January 21, 2020
Dear Denise Oppermann:
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 Actinclude 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/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-devices/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 (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,
Fernando Aguel Assistant Director Division of Circulatory Support, Structural and Vascular 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) K191407
Device Name Novalung System
Indications for Use (Describe)
The Novalung System is indicated for long-term (> 6 hours) respiratory/cardiopulmonary support that provides assisted extracorporeal circulation and physiologic gas exchange (oxygenation and CO2 removal) of the patient's blood in adults with acute respiratory failure or acute cardiopulmonary failure, where other available treatment options have failed, and continued clinical deterioration is expected or the risk of death is imminent. These may include:
- · Failure to wean from cardiopulmonary bypass following cardiac surgery in adult patients
- · ECMO-assisted cardiopulmonary resuscitation in adults
Type of Use (Select one or both, as applicable)
| <div> <span style="font-size:16px">❌</span> Prescription Use (Part 21 CFR 801 Subpart D) </div> |
|----------------------------------------------------------------------------------------------------|
| <div> <span style="font-size:16px">☐</span> Over-The-Counter Use (21 CFR 801 Subpart C) </div> |
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K191407
Image /page/3/Picture/1 description: The image contains the logo for Fresenius Medical Care. The logo consists of a blue symbol on the left, which is made up of three downward-pointing chevron shapes stacked on top of each other. To the right of the symbol, the words "FRESENIUS" and "MEDICAL CARE" are written in blue, with "FRESENIUS" on the top line and "MEDICAL CARE" on the bottom line.
### 510(K) SUMMARY 5.
This 510(k) Summary is in accordance with the requirements of the Safe Medical Device Act (SMDA) of 1990. The content of this 510(k) summary is provided in conformance with 21 CFR § 807.92.
### 5.1. Submitter's Information
| Name: | Fresenius Medical Care Renal Therapies Group, LLC |
|-------------------|-------------------------------------------------------------------|
| Address: | 920 Winter Street<br>Waltham, MA<br>02451-1457 |
| Phone: | (781) 996-9103 |
| Fax: | (781) 699-9635 |
| Contact Person: | Denise Oppermann, Senior Director<br>Regulatory Affairs – Devices |
| Preparation Date: | 23 May 2019 |
### 5.2. Device Name
| Trade Name: | Novalung System |
|-----------------------|----------------------------------------------------------------------------------------------|
| Common Name: | Oxygenator, Blood Pump, Tubing, Extracorporeal<br> |
| | Circuit Accessories, Console, Console Accessories<br>Long Term Support Greater Than 6 Hours |
| Regulation Name : | Extracorporeal circuit and accessories for long-<br>term respiratory/cardiopulmonary failure |
| Regulatory Class: | Class II (special controls) per 21 CFR § 870.4100 |
| Product Code: | QJZ |
| Classification Panel: | Cardiovascular |
### 5.3. Legally Marketed Predicate Device
FDA's final order for Extracorporeal Circuit and Accessories for Long-Term Respiratory/Cardiopulmonary Failure (81 FR 7451, February 12, 2016) was used as the predicate.
The following reference predicate devices were used to demonstrate substantial equivalence:
- Rotaflow Centrifugal Pump System (K991864) ●
- BPX-80 Bio-Pump Centrifugal Blood Pump (K973011) ●
- Medos Hilite 7000 LT Oxygenator (K133261) ●
- Novalung® Surgical Lung Assist (sLA) Membrane Lung™ (K072362) .
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Image /page/4/Picture/0 description: The image shows the Fresenius Medical Care logo. The logo consists of a blue geometric shape on the left and the text "FRESENIUS MEDICAL CARE" on the right. The geometric shape is made up of three downward-pointing chevrons, stacked on top of each other. The text is in a bold, sans-serif font, with "FRESENIUS" on the top line and "MEDICAL CARE" on the bottom line.
### 5.4. Device Description
The Novalung System is a blood oxygenation and carbon dioxide removal system designed to provide extracorporeal cardiac and/or pulmonary support. The following therapies are available with the Novalung System:
- Extracorporeal CO2 removal (ECCO2R)
- Extracorporeal membrane oxygenation (ECMO) ●
The Novalung System consists of the Novalung console and XLung kit. The Novalung console is composed of the following components:
- Control panel ●
- Power supply ●
- Sensor box ●
- . Pump drive
The Novalung console powers and monitors the operation of the blood pump head in the extracorporeal circuit. The control panel has a touchscreen display on which all data, parameters, and values are displayed. Parameters can be selected and adjusted by pressing the touchscreen as well as by using the control panel function keys and the center knob. The control panel is attached to the power supply, which provides power to the console. The console also provides two (2) battery packs that supply power to the console if there is a power failure.
The sensor box allows data to be transferred to the console and displayed on the control panel. It has connectors for pressure sensors that connect to the XLung kit tubing set and a flow sensor.
The XLung kit contains a disposable tubing set and accessories (gas line, priming line, stopcocks, luer caps, Christmas tree connector, tubing clamps, cable ties). The tubing set is pre-connected to a hollow fiber membrane oxygenator (XLung oxygenator) and blood pump head (Deltastream DP3 3/8"), which forms an extracorporeal circuit. All blood-contacting surfaces of the tubing set, except for the blood pump head, are coated with x.ellence coating.
The XLung kit tubing has 3 integrated pressure sensors (IPS) that connect to the sensor box. The flow sensor detects air bubbles in the extracorporeal circuit and measures blood flow. The XLung kit provides treatment for a blood flow range of 1-7 L/min and has a total extracorporeal priming volume of 605 mL ± 10%.
The blood pump head is pre-connected to the XLung kit tubing set, which is provided sterile. Blood flow in the XLung kit tubing set is driven by the pump drive when it is connected to the blood pump head.
The following accessories are available with the Novalung System:
- Bracket and rail connector
- Flow sensor ●
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Image /page/5/Picture/0 description: The image shows the logo for Fresenius Medical Care. The logo consists of a blue symbol on the left and the text "FRESENIUS MEDICAL CARE" on the right. The symbol is made up of three downward-pointing chevrons stacked on top of each other. The text is in a bold, sans-serif font and is also blue.
- Pressure sensor connecting cables
- System cart ●
- Compact holder spike and bracket
- Pump drive holders ●
- . Infusion holder
### 5.4.1. Environment of Use
The Novalung System is used in the hospital environment (e.g., intensive care units, cardiac catheterization laboratories, emergency rooms) to provide extracorporeal cardiac and/or pulmonary support.
### 5.5. Indications for Use
The Novalung System is indicated for long-term (>6 hours) respiratory/cardiopulmonary support that provides assisted extracorporeal circulation and physiologic gas exchange (oxygenation and CO2 removal) of the patient's blood in adults with acute respiratory failure or acute cardiopulmonary failure, where other available treatment options have failed, and continued clinical deterioration is expected or the risk of death is imminent. These may include:
- . Failure to wean from cardiopulmonary bypass following cardiac surgery in adult patients
- ECMO-assisted cardiopulmonary resuscitation in adults
### 5.6. Comparison of Technological Characteristics with the Predicate Device
Substantial equivalence of the Novalung System was demonstrated by meeting the special controls in FDA's final order (81 FR 7451, February 12, 2016) and through bench testing using reference predicate devices.
### 5.6.1. Predicate - Special Controls
The Novalung System meets all special controls required by 21 CFR § 870.4100 as described below:
- Geometry and design parameters are consistent with the device's intended use in extracorporeal life support procedures. The Novalung console is designed to be compatible with the XLung kit and its accessories.
- . The XLung kit and its accessories have been demonstrated to be biocompatible as a prolonged use device in accordance with ISO 10993-1:2009 and with FDA guidance document Use of International Standard ISO 10993-1, "Biological evaluation of medical devices – Part 1: Evaluation and testing within a risk management process" (16 June 2016)
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Image /page/6/Picture/0 description: The image shows the logo for Fresenius Medical Care. The logo consists of a blue symbol on the left and the text "FRESENIUS MEDICAL CARE" on the right. The symbol is made up of three downward-pointing chevrons, stacked on top of each other. The text is in a bold, sans-serif font, with "FRESENIUS" on the top line and "MEDICAL CARE" on the bottom line.
- Testing demonstrated the that the sterility, integrity, durability, and reliability of ● the XLung kit were maintained over the intended shelf-life
- . Substantial equivalence of the Novalung System performance characteristics was demonstrated through bench testing, mechanical integrity testing, electrical safety and electromagnetic compatibility testing, and software testing
- . An animal study demonstrated the Novalung System's performance over a 9-day duration of use
- . The labeling includes a detailed summary of the non-clinical and in vivo evaluations pertinent to the device's use in extracorporeal membrane oxygenation and physiologic gas exchange. Adequate instructions are included with respect to anticoagulation, circuit setup, maintenance during a procedure, and performance characteristics relevant to compatibility among different devices and accessories in the circuit. A 9-day duration of use is specified.
#### 5.6.2. Reference Predicate Devices
The components of the Novalung System (Novalung console and the XLung kit) are substantially equivalent with respect to the following technological characteristics of the reference predicate devices.
- Principle of operation ●
- Design characteristics ●
- Sterilization method ●
- . Patient fluid-contacting materials: polymethylpentene, polyethyleterephthalate, polycarbonate, polyurethane
- Coating materials ●
### 5.7. Performance Data
The following performance tests were conducted on the Novalung System to support the determination of substantial equivalence:
- . Software verification and validation testing
- Functional design verification testing ●
- Electrical safety and electromagnetic compatibility (EMC) testing ●
- Interoperability evaluation ●
- Simulated shipping and distribution
- Package integrity validation
- 9-day leaching testing
- 18-day simulated use testing ●
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Image /page/7/Picture/0 description: The image contains the logo for Fresenius Medical Care. The logo consists of a blue symbol on the left and the text "FRESENIUS MEDICAL CARE" on the right. The symbol is made up of three downward-pointing chevrons stacked on top of each other. The text is in a bold, sans-serif font, with "FRESENIUS" on the top line and "MEDICAL CARE" on the bottom line.
- 18-day integrity testing (Blood pathway integrity and heat exchanger fluid/water . pathway integrity)
- Gas pathway integrity ●
- Heat exchanger performance ●
- Blood volume capacity
- Pull test
- Blood cell damage ●
- Gas transfer and pressure drop performance ●
- . Coating quantification
All testing met predetermined acceptance criteria.
The Novalung console performance characteristics were demonstrated through bench testing. mechanical integrity testing, electrical safety and electromagnetic compatibility testing, and software testing.
Testing demonstrated that the integrity, durability, and reliability of the XLung kit was maintained over the intended shelf-life.
### 5.7.1. Biocompatibility Testing
Testing was conducted to support the biological safety of the XLung kit.
- . Cytotoxicity, ISO elution method
- Sensitization, guinea pig maximization ●
- Intracutaneous irritation ●
- . Acute systemic toxicity
- Systemic toxicity, short-term (2-week) repeated exposure ●
- Material-mediated pyrogenicity ●
- Genotoxicity, bacterial mutagenicity assay ●
- Genotoxicity, in vitro mouse lymphoma gene mutation assay
- ASTM hemolysis Extract ●
- ASTM hemolysis Direct ●
- . Platelet and leukocyte counts
- Complement activation SC5b-9 ●
- Partial Thromboplastin Time (PTT) Direct ●
- Exhaustive extraction evaluation ●
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Image /page/8/Picture/0 description: The image contains the logo for Fresenius Medical Care. The logo consists of a blue symbol on the left and the text "FRESENIUS MEDICAL CARE" on the right. The symbol is made up of three downward-pointing chevrons stacked on top of each other. The text is in a bold, sans-serif font, with "FRESENIUS" on the top line and "MEDICAL CARE" on the bottom line.
- Extractables Simulated use ●
A toxicological risk assessment was also performed.
### Human Factors Validation Testing 5.7.2.
The Novalung System was validated in accordance with FDA guidance document Applying Human Factors and Usability Engineering to Medical Devices (03 February 2016).
### 5.7.3. Animal Studies
An 18-day animal study was conducted to evaluate the safety and performance of the Novalung System for extracorporeal membrane oxygenation (ECMO) when used for longer than 6 hours (up to 9 days). The 18-day study was conducted on a total of 15 sheep. Five (5) out of the 15 sheep were used specifically to evaluate the Novalung System (Novalung console and XLung kit).
### 5.7.4. Clinical Studies
A retrospective analysis of clinical data was conducted to support the clinical efficacy and safety profile of the Novalung System. Clinical data from the Regensburg ECMO Registry were retrospectively analyzed for product efficacy and safety during long-term use (30-day observation period) for respiratory (ECMO) and cardiopulmonary (ECLS) support.
The analysis included 148 patients (100 veno-venous (VV) ECMO patients and 48 venoarterial (VA) ECMO patients) treated with the Novalung System for a cumulative treatment duration of 1,382 days. Forty-nine (49) patients received ECMO treatment for longer than 9 days (18.1 ± 11.1 days)—41 VV ECMO patients (18.2 ± 11 days) and 8 VA ECMO patients (18 ± 12.2 days).
The maximum treatment duration for VV ECMO treatment was 65 days. The maximum treatment duration for VA ECMO treatment was 47 days. The average circuit life was 7.85 days in the entire population, and 8.03 days when considering device-related exchanges only.
Data from the start to the termination of ECMO treatment (the "observational period") was evaluated. The death of a patient while on ECMO treatment was considered termination of treatment.
The following data was evaluated:
- Demographic, procedure, and outcome data ●
- Performance profile
- Safety profile ●
Data evaluated for this analysis was compared to data obtained from the Extracorporeal Life Support Organization (ELSO), which maintains a registry of ECLS cases and provides annual data on patient survival and center-based performance. The mortality and survival rates reported in this analysis are comparable to clinical data obtained from the ELSO Registry.
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Image /page/9/Picture/0 description: The image shows the logo for Fresenius Medical Care. The logo consists of a blue symbol on the left and the words "FRESENIUS MEDICAL CARE" in blue on the right. The symbol is made up of three downward-pointing chevrons stacked on top of each other. The words "FRESENIUS" and "MEDICAL CARE" are stacked on top of each other.
The system performed well in providing both yeno-venous and yeno-arterial support. Outcome and rate of technical complications is comparable to ELSO registry data. No treatment was discontinued due to device malfunction. The clinical data justify the long-term use of the Novalung System for respiratory and/or cardiopulmonary support.
### ર.જ. Conclusion
The Novalung System meets the special controls in FDA's final order (81 FR 7451, February 12, 2016) and is substantially equivalent to the reference predicate devices. The information and data in this Traditional 510(k) demonstrate that the Novalung system is substantially equivalent to the predicate and reference predicate devices for long-term (> 6 hours) respiratory/cardiopulmonary support that provides assisted extracorporeal circulation and physiologic gas exchange (oxygenation and CO2 removal) of the patient's blood in patients with acute respiratory failure or acute cardiopulmonary failure, where other available treatment options have failed and continued clinical deterioration is expected or the risk of death is imminent.
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With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
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.