K190473 · Acist Medical Systems, Inc. · OBI · Sep 13, 2019 · Cardiovascular
Device Facts
Record ID
K190473
Device Name
ACIST RXi System and Navvus II Catheter
Applicant
Acist Medical Systems, Inc.
Product Code
OBI · Cardiovascular
Decision Date
Sep 13, 2019
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.1200
Device Class
Class 2
Attributes
Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K190473 · Sep 13, 2019
ACIST RXi System and Navvus II Catheter
Acist Medical Systems, Inc.
ACIST-FFR clinical study (post-hoc analysis); Published clinical literature (meta-analysis of diagnostic accuracy studies)
The sponsor used a post-hoc analysis of existing clinical study data and a meta-analysis of published diagnostic accuracy studies to establish an optimal cutpoint for the Pd/Pa measurement feature, supporting its clinical utility in diagnosing coronary artery disease.
The ACIST RXi System is indicated for obtaining intravascular pressure measurements for use in the diagnosis and treatment of coronary and peripheral artery disease. The ACIST Navvus II MicroCatheter is intended for use with the ACIST RXi System.
Device Story
ACIST RXi System and Navvus II MicroCatheter provide hemodynamic information for coronary/peripheral artery disease diagnosis/treatment. System computes/displays Fractional Flow Reserve (FFR) and resting Pd/Pa. Input: distal pressure via optical sensor on single-lumen monorail MicroCatheter; proximal pressure via guide catheter interface to hospital hemodynamic monitor. Used in catheterization/cardiovascular labs by physicians. Physician advances MicroCatheter over 0.014" guidewire; performs equalization; measures pressures across lesion. Output: real-time pressure values, FFR, and Pd/Pa ratios. Data supplements angiography to assess lesion severity; aids clinical decision-making regarding intervention vs. deferment. Benefits: provides physiological assessment of lesion severity to guide treatment.
Clinical Evidence
No new clinical trials performed. Evidence includes post-hoc sub-group analysis of ACIST-FFR clinical study data (n=not specified) and literature meta-analysis (Maini et al., 14 studies) comparing resting Pd/Pa to FFR. Analysis identified optimal Pd/Pa cutpoint of 0.91, consistent with literature range (0.91-0.93). Bench testing confirmed dimensional, visual, accuracy, durability, and tensile strength specifications.
Technological Characteristics
Single-lumen monorail catheter (1.68 x 1.91F distal shaft, 2.4F proximal). Optical pressure sensing technology. Sterilized via Ethylene Oxide. Complies with ISO 10555-1, ISO 10993-1, IEC 60601-1-2, ISO 11135. Connectivity: interface to hospital hemodynamic monitor. Software: rule-based calculation of FFR and Pd/Pa ratios.
Indications for Use
Indicated for adult patients requiring vascular pressure measurement for diagnosis and treatment of coronary and peripheral artery disease, as determined by a physician based on patient anatomy and health status.
Regulatory Classification
Identification
An intravascular diagnostic catheter is a device used to record intracardiac pressures, to sample blood, and to introduce substances into the heart and vessels. Included in this generic device are right-heart catheters, left-heart catheters, and angiographic catheters, among others.
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September 13, 2019
ACIST Medical Systems, Inc. Sherri Mellingen Principal Regulatory Affairs Specialist 7905 Fuller Road Eden Prairie, Minnesota 55344
Re: K190473
Trade/Device Name: ACIST Rapid Exchange (RXi) System and Navvus II MicroCatheter Regulation Number: 21 CFR 870.2870 Regulation Name: Catheter Tip Pressure Transducer Regulatory Class: Class II Product Code: DXO, OBI Dated: August 13, 2019 Received: August 14, 2019
Dear Sherri Mellingen:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see
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https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely.
Stephen Browning 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) K190473
Device Name
ACIST Rapid Exchange (RXi) System and Navvus II MicroCatheter
Indications for Use (Describe)
The ACIST RXi System is indicated for obtaining intravascular pressurements for use in the diagnosis and treatment of coronary and peripheral artery disease. The ACIST Navvus II MicroCatheter is intended for use with the ACIST RXi System
X Prescription Use (Part 21 CFR 801 Subpart D)
| Over-The-Counter Use (21 CFR 801 Subpart C)
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Premarket Notification - Traditional 510(k)
RXi System and Navvus II Catheter
# 510(k) Summary
# Date Prepared: 2/26/2019
## Submitters Name / Contact Person
### 510k Submitter Address
ACIST Medical 7905 Fuller Road Eden Prairie, MN 55344 Phone - (952) 995 - 9300
### Contact for Official/Routine Correspondence
Sherri Mellingen Senior Regulatory Affairs Specialist 7905 Fuller Road Eden Prairie, MN 55344 Phone - (952) 995 - 9381 Email: sherri.mellingen@acistmedical.com
| General Information | | | | |
|----------------------|----------------------------------------------------------------|--|--|--|
| Trade Name: | ACIST Rapid Exchange (RXi) System and Navvus II MicroCatheter | | | |
| Common / Usual Name: | Cardiovascular Pressure Measurement System and Navvus Catheter | | | |
| Classification: | Class 2 per 21 CFR 870.2870 | | | |
| Product Code: | OBI, DXO | | | |
| Predicate Device: | ACIST RXi® System and Navvus Catheter | | | |
### Device Description
#### Navvus II 1.
The ACIST Navvus II MicroCatheter is a single-lumen monorail catheter designed to be used with standard 0.014 in (0.36 mm) guidewires in the arterial vasculature. The MicroCatheter is compatible with the ACIST RXi family of system hardware which includes the RXi System and RXi Mini. Features unique to each system are denoted specifically.
The Navvus II MicroCatheter distal shaft is 26 cm in length with a pressure sensor located 5 mm from the distal tip. The elliptical distal shaft is 1.68 x 1.91F (0.020 in x 0.025 in) up to 10 mm from the distal tip; a maximum profile of 2.7F (0.036 in) occurs at the pressure sensor. The distal shaft smoothly tapers over the pressure sensor and down to the tip accepting the guidewire. A radiopaque marker band is located 2.5 mm from the distal tip.
The shaft proximal to the monorail section is 2.4F, allowing use in 5F or larger guide catheters. Two white positioning markers are located at 80 cm and 100 cm from the distal tip. The pressure sensor on the catheter utilizes optical sensing technology. Both the optical pressure signal and information for auto calibration are transmitted from the catheter to the RXi hardware.
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# 2. RXi System
The ACIST RXi System is designed to provide hemodynamic information for the diagnosis and treatment of coronary and peripheral artery disease. The system is intended for use in catheterization and related cardiovascular specialty laboratories to compute and display fractional flow reserve (FFR) and resting Pd/Pa.
FFR and resting Pd/Pa supplement the visual data provided by angiography and provides an assessment of the lesion severity.
Measurement of FFR and resting Pd/Pa requires simultaneously monitoring the blood pressures proximal and distal to a lesion. The ACIST RXi System includes a single-use MicroCatheter with a pressure sensor for acquisition of the distal pressure. The proximal pressure is acquired via the guide catheter which is monitored by the ACIST RXi System via an interface to the hospital's hemodynamic monitor.
Pd/Pa is the ratio of distal coronary arterial pressure to aortic pressured at resting conditions. The physician may then use the resting Pd/Pa value, along with knowledge of patient history, medical expertise and clinical judgment to determine if an additional measurement of FFR during hyperemia or therapeutic intervention is indicated.
# Intended Use / Indications
The ACIST RXi System is indicated for obtaining intravascular pressure measurements for use in the diagnosis and treatment of coronary and peripheral artery disease. The ACIST Navvus II MicroCatheter is intended for use with the ACIST RXi System.
### Comparison of Technological Characteristics
The RXi System is identical to the predicate as there have been no design changes since the device was originally cleared. The PdPa function has always existed on the device as this change is simply to include it in the labeling. The Navvus II differs from the predicate device with regard to the tip OD (0.06mm difference) and the distance from the distal end of the sensor to the marker band (0.10 difference). Design verification testing demonstrated that these two small differences did not affect the performance of the device and that the subject device and the predicate device were substantially equivalent. The Navvus II Catheter is substantially equivalent to the legally marketed predicate device in design, intended use, intended population, principles of use, materials, size and sterility.
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| Table 1: Comparison with Predicate | | | |
|-------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------|-----------------------------------------------|
| | Subject Device | Predicate Device | Comparison of<br>K132474 to Subject<br>Device |
| 510(k) # | TBD | K132474 | |
| Intended Use /<br>Indications | The ACIST RXi System is indicated for obtaining intravascular pressure measurements for use in the diagnosis and treatment of coronary and peripheral artery disease. The ACIST Navvus MicroCatheter is intended for use with the entire family of ACIST RXi Systems. | | Same |
| Principles of Use | Calculates FFR and Pd/Pa based on simultaneous acquisition of pressure from two transducers:<br>The flexible distal tip of the catheter that contains the optical pressure sensor is advanced over the proximal end of the 0.014 in (0.36 mm) guidewire that is already in place in the distal vasculature. The Navvus catheter is advanced over the wire and positioned with the radiopaque marker in the coronary ostium, 3 mm outside the tip of the guide catheter. Equalization must take place with the Navvus Catheter distal tip just outside the tip of the guide catheter. Pressure is measured less than 3 mm proximal from the marker band visible under fluoroscopy. The guide catheter is flushed with saline solution. Then the Navvus Catheter sensor is advanced past the lesion under study. | | Same |
| Display Features | Navvus distal (Pd) and proximal/aortic (Pa) pressure, Pd/Pa, and FFR | | Same |
| Intended<br>Anatomical<br>Location | Coronary and peripheral vasculature | | Same |
| Configuration | Navvus Catheter is a 0.022" catheter with and integrated pressure sensor that is used in the real-time calculation of FFR and Pd/Pa together with a detachable cable for connection to a diagnostic computer. | | Same |
| Coating | No | | Same |
| Marker Band? | Yes - 2.5mm from distal tip | | Same |
| Maximum Tip<br>OD | Tip OD 0.75mm MAX | Tip OD 0.69mm MAX | Differs 0.06mm |
| Table 1: Comparison with Predicate | | | |
| | Subject Device | Predicate Device | Comparison of K132474 to Subject Device |
| Distal End of Sensor to Markerband | 2.31+/- 0.25mm | 2.41+/- 0.25mm | Differs by 0.10mm |
| Effective (Working) Length | 145 cm to 155 cm | | Same |
| Compatible Guidewire Diameter (max) | 0.014" | | Same |
| Single use, sterile? | Yes | | Same |
| Sterilization method | Ethylene Oxide | | Same |
| Intended Population | This product is designed for use in adult patients identified by a physician as suitable candidates for vascular pressure measurement after taking into consideration the patient's anatomy and health status. | | Same |
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Image /page/6/Picture/0 description: The image shows the ACIST logo. The logo consists of a cube made up of three squares in the colors blue, green, and purple. To the right of the cube is the word "ACIST" in blue, with the registered trademark symbol next to the "T". Below the word "ACIST" are the words "the power to" in a smaller font.
# Non-Clinical Bench Testing
The following non-clinical bench testing was completed on the Navvus II MicroCatheter:
Dimensional and Visual Inspections Static Accuracy Tortuous Path
Durability Tensile Strength
### Pd/Pa Clinical Post-Market Analysis and Supported Literature
The expected FFR value in a normal vessel without a stenotic lesion or obstruction to blood flow is a value of 1.0. Based on clinical evidence, a threshold or cutpoint value of ≤ 0.80 is commonly considered for treatment with a therapeutic intervention, while a value > 0.80 is commonly considered for deferment. An established, clinically evident Pd/Pa threshold or cutpoint such as this is indeterminate, but guidance for use of PdPa for clinical decision making may be considered by referring to the existing, supportive clinical evidence from multiple diagnostic accuracy studies performed on resting Pd/Pa.
A recent meta-analysis was reported by Maini et al., based on published resting Pd/Pa diagnostic accuracy studies which examined the overall diagnostic accuracy of Pd/Pa compared to FFR. The meta-analysis reported on 14 studies with an optimal cutpoint ranging from 0.875 to 0.96 and resulted in cutpoints from 0.91 to 0.93 in 12 of the 14 studies in the meta-analysis.
The ACIST-FFR Pd/Pa Post-hoc Sub-Group Analysis' identified an optimal cutpoint of 0.91. The cutpoint was derived from a post-hoc receiver operating characteristic (ROC) curve analysis using an FFR cutoff value of ≤0.80 measured with the Navvus MicroCatheter to define stenosis. The 0.91 cutpoint is within the range of 0.91 to 0.93 as was reported in 12 of the 14 studies in the Maini et al., meta-analysis.
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Image /page/7/Picture/0 description: The image shows the ACIST logo. The logo consists of a cube made of three squares in green, blue, and purple, followed by the word "ACIST" in blue. Below the word "ACIST" are the words "the power to" in a smaller font.
RXi System and Navvus II Catheter
# Standards
The following is a summary of the standards used in testing for the RXi System and Navvus II MicroCatheter:
| Table 3: Standards used in non-clinical bench testing | | |
|----------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------|------------------------------------------|
| Test | Industry Standards | FDA Recognition Number, Version and Date |
| Design Verification | EN ISO 13485:2016, Medical Devices, Quality Management Systems | Not recognized by FDA |
| Device Performance | EN ISO 13485:2016, Medical Devices, Quality Management Systems | Not recognized by FDA |
| ISO 10555-1, Sterile and Single Use Intravascular Catheters General Requirements | | 6-301<br>8/14/2015 |
| Risk Management | EN ISO 14971, Application of Risk Management to Medical Devices | 5-40<br>6/27/2016 |
| Medical Electrical Equipment | IEC 60601-1-2:2014, Medical Electrical Equipment | 19-8<br>9/17/2018 |
| Animal Model | FDA 21 CFR: Part 58 Good Laboratory Practice Regulations | N/A |
| Packaging & Shelf Life | ISO 11607-1:2006/2010, 11607-2:2006 Packaging for Sterilized Medical Devices | 14-454, 14-455<br>1/27/2015 |
| Biocompatibility | ISO 10993-1: 2009 Biological Evaluation of Medical Devices | 2-220<br>7/26/2016 |
| Sterilization | ISO 11135:2014 Medical Devices - Validation of Routine Control of Ethylene Oxide Sterilization | 14-452<br>4/4/2016 |
### Product Codes
The following product codes are similar to the predicate and subject device (product code OBI) as the devices are classified in accordance with regulation 870.1200: DQO, NLI, NUI, OBJ, OES, OFN, OGZ, ORD. The secondary product code, DXO, is regulated in accordance with regulation 870.2870 and has no similar product codes.
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Image /page/8/Picture/0 description: The image shows the ACIST logo. The logo consists of a cube made of three diamond shapes in green, blue, and purple, followed by the word "ACIST" in blue. Below the word "ACIST" is the phrase "the power to" in a smaller font.
K190473
Results of design verification testing on the Navus II MicroCatheter demonstrate that the device is substantially equivalent to the predicate device. The subject device has been evaluated through bench testing. All test results met documented acceptance criteria and demonstrated the Navvus II MicroCatheter is substantially equivalent to the predicate device. Finally, the ACIST-FFR Pd/Pa Sub-Group Post-Hoc Analysis, in which all pressure tracings were acquired by the ACIST Navvus MicroCatheter, gave additional information on the clinical use of PdPa and provided further information as compared to the cutpoint range presented in the Maini meta-analysis.
<sup>1</sup> Thackery, Lisa,, Rorke, Becky., Larson, Janet A., PdPa, Sub-Group, Post-hoc analysis of data from the ACIST-FFR clinical study which assessed catherrogation and standard techniques for Fractional Flow Reserve Measurement. Original data set analysis published in: Circ Cardiovasc Interv. 2017 Dec; 10 (12). e005905
<sup>2</sup> Maini R, Moscona J, Sidhu G, et al. Pooled diagnostic accuracy of resting distal to aortic coronary pressure referenced to fractional flow reserve: The importance of resting coronary physiology. Journal of Interventional Cardiology. 2018;31(5):588-598. doi:10.1111/joic.12517.
<sup>3</sup> Lighart Jurgen, Masdjedi Kaneshka, Witberg Karen, et al. Validation of Resure Ratio Calculated by a Novel Algorithm and Its Correlation With Distal Coronary Artery Pressure to Aortic Pressure, Instantaneous Wave-Free Ratio, and Fractional Flow Reserve. Circulation: Cardiovascular Interventions. 2018;11(12):e006911. doi:10.1161/CIRCINTERVENTIONS.118.006911.
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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.