Single-Use Fine Needle Biopsy (FNB) device (NA-U210H)
K252646 · Olympus Medical Systems Corp. · FCG · Oct 24, 2025 · Gastroenterology, Urology
Device Facts
Record ID
K252646
Device Name
Single-Use Fine Needle Biopsy (FNB) device (NA-U210H)
Applicant
Olympus Medical Systems Corp.
Product Code
FCG · Gastroenterology, Urology
Decision Date
Oct 24, 2025
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 876.1075
Device Class
Class 2
Indications for Use
The Single-use Fine Needle Biopsy (FNB) device NA-U210H has been designed to be used with an ultrasound endoscope for sampling of submucosal and extramural lesions within or adjacent the gastrointestinal tract.
Device Story
Single-use fine needle biopsy (FNB) device (NA-U210H) used with ultrasound endoscope for tissue sampling of submucosal/extramural GI lesions. Device comprises biopsy needle assembly (handle, needle, coiled sheath) and aspiration system (VACLOK syringe/stopcock). Features bifurcated needle tip for enhanced tissue acquisition and echo-enhanced regions for ultrasound visibility. Operated by physician during endoscopic procedures. Needle inserted through endoscope channel; ultrasound guidance used to target lesion; aspiration applied via syringe; tissue collected via needle advancement/stylet manipulation. Bifurcated tip design increases sample volume compared to predicate. Device is sterile, single-use, and compatible with Olympus GF/TGF endoscopes (≥2.8 mm channel).
Clinical Evidence
Bench testing only. Evaluated 19G, 22G, and 25G models (n=30 per model) for mechanical performance (insertion, advancement, retraction, visibility, aspiration, durability, and specimen extraction). Animal study conducted to assess tissue quantity and quality. All tests met predefined acceptance criteria. Biocompatibility assessed per ISO 10993-1:2018.
Technological Characteristics
Materials: Nitinol and stainless steel (SUS 304/304TP) needles, PEEK/HDPE inner sheath. Principle: Ultrasound-guided fine needle biopsy. Form factor: 19G, 22G, 25G needles; 1400mm working length. Connectivity: None (mechanical). Sterilization: Ethylene Oxide (EO). Shelf life: 3 years (ASTM F1980-21, ISO 11607-1/2).
Indications for Use
Indicated for sampling of submucosal and extramural lesions within or adjacent to the gastrointestinal tract using an ultrasound endoscope.
Regulatory Classification
Identification
A gastroenterology-urology biopsy instrument is a device used to remove, by cutting or aspiration, a specimen of tissue for microscopic examination. This generic type of device includes the biopsy punch, gastrointestinal mechanical biopsy instrument, suction biopsy instrument, gastro-urology biopsy needle and needle set, and nonelectric biopsy forceps. This section does not apply to biopsy instruments that have specialized uses in other medical specialty areas and that are covered by classification regulations in other parts of the device classification regulations.
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FDA U.S. FOOD & DRUG ADMINISTRATION
October 24, 2025
Olympus Medical Systems Corp.
% Jillian Connery
Program Manager RA
Olympus Corporation of the Americas
800 West Park Drive
Westborough, Massachusetts 01581
Re: K252646
Trade/Device Name: Single-Use Fine Needle Biopsy (FNB) device (NA-U210H)
Regulation Number: 21 CFR 876.1075
Regulation Name: Gastroenterology-Urology Biopsy Instrument
Regulatory Class: Class II
Product Code: FCG
Dated: August 15, 2025
Received: August 21, 2025
Dear Jillian Connery:
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 (the 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 available 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.
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
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K252646 - Jillian Connery
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Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
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 (reporting of medical device-related adverse events) (21 CFR Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reporting-combination-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 Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 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-reporting-mdr-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/medical-devices/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-devices/device-advice-comprehensive-regulatory-
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K252646 - Jillian Connery
Page 3
assistance/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,
# SIVAKAMI VENKATACHALAM -S
for
Shanil P. Haugen, Ph.D.
Assistant Director
DHT3A: Division of Renal, Gastrointestinal,
Obesity and Transplant Devices
OHT3: Office of GastroRenal, ObGyn,
General Hospital and Urology Devices
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
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| Indications for Use | | |
| --- | --- | --- |
| Please type in the marketing application/submission number, if it is known. This textbox will be left blank for original applications/submissions. | K252646 | ? |
| Please provide the device trade name(s). | | ? |
| Single-Use Fine Needle Biopsy (FNB) device (NA-U210H) | | |
| Please provide your Indications for Use below. | | ? |
| The Single-use Fine Needle Biopsy (FNB) device NA-U210H has been designed to be used with an ultrasound endoscope for sampling of submucosal and extramural lesions within or adjacent the gastrointestinal tract. | | |
| Please select the types of uses (select one or both, as applicable). | ☑ Prescription Use (Part 21 CFR 801 Subpart D)
☐ Over-The-Counter Use (21 CFR 801 Subpart C) | ? |
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OLYMPUS
K252646
Page 1 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
# SINGLE-USE FINE NEEDLE BIOPSY (FNB)
# 510(k) SUMMARY
510(k) Summary: K252646
## 1. COMPANY INFORMATION
- Applicant
OLYMPUS MEDICAL SYSTEMS CORPORATION
2951 Ishikawa-cho, Hachioji-shi
Tokyo 192-8507, Japan
FDA Establishment Registration #: 8010047
- Official Correspondent
Jillian Connery
c/o Olympus Surgical Technologies of the Americas
800 West Park Drive
Westborough, MA 01581
Cell: 404-542-5854
Email: jillian.connery@olympus.com
- Manufacturing Site
AOMORI OLYMPUS CO., LTD.
2-248-1 OKKONOKI
KUROISHI_SHI Aomori, Japan
FDA Establishment Registration #: 3003995201
- Date Prepared: 21-Aug-2025
## 2. PRODUCT INFORMATION
- Trade Name: Single-Use Fine Needle Biopsy
- Models: NA-U210H
- Common Name: Fine Needle Biopsy
- Classification Name: Gastroenterology-Urology Biopsy Instrument
- Product Code: FCG
- Regulation Number: 21 CFR 876.1075
- Regulation Name: Gastroenterology-Urology Biopsy Instrument
- Device Class: II
510(k) Summary
Page 1 of 10
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OLYMPUS
K252646
Page 2 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
# 3. PREDICATE DEVICE
- Trade Name: Single-use Aspiration Needle
- Model: NA-U200H
- 510(k) Number: K180449
# 4. DEVICE DESCRIPTION
The Single-Use Fine Needle Biopsy (FNB) Device NA-U210H (SecureFlex) is a sterile, single-use fine needle biopsy device intended for use with an ultrasound endoscope to sample submucosal and extramural lesions within or adjacent to the gastrointestinal tract. It consists of:
- Biopsy Needle Assembly: Handle, needle (19G, 22G, or 25G), and coiled sheath.
- Aspiration System: VACLOK syringe and stopcock (FDA-cleared under K994253).
The device features a bifurcated needle tip for enhanced tissue acquisition, echo-enhanced regions for ultrasound visibility, and is compatible with Olympus GF and TGF endoscopes with ≥2.8 mm channel diameter.
# 5. INDICATIONS FOR USE/INTENDED USE
The Single-Use Fine Needle Biopsy (FNB) Device NA-U210H has been designed to be used with an ultrasound endoscope for sampling of submucosal and extramural lesions within or adjacent to the gastrointestinal tract.
# 6. COMPARISON OF TECHNOLOGICAL CHARACTERISTICS
The Single-Use Fine Needle Biopsy (FNB) Device NA-U210H 0H is substantially equivalent to the NA-U200H (K180449) in terms of:
- Intended use
- Technological characteristics
- Materials
- Sterilization method (EO)
- Biocompatibility
- Performance
## Differences include:
- Bifurcated needle tip (vs. single tip)
- No side hole (simplified design)
- Minor internal handle design changes for improved assembly
These differences do not raise new questions of safety or effectiveness.
510(k) Summary
Page 2 of 10
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K252646
Page 3 of 10
OLYMPUS
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
Refer to Table 1 for Comparison of Technological Characteristics:
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| Model | SINGLE-USE FINE NEEDLE BIOPSY (FNB) DEVICE NA-U210H | SINGLE-USE ASPIRATION NEEDLE NA-U200H | The model name and number are changed to identify the new device. |
| Company | OLYMPUS MEDICAL SYSTEMS CORP. | OLYMPUS MEDICAL SYSTEMS CORP. | Same |
| 510(k) Number | - | K180449 | K180449 listing is for reference. |
| Indications for use | The Single-use Fine Needle Biopsy (FNB) NA-U210H device has been designed to be used with an ultrasound endoscope for sampling of submucosal and extramural lesions within or adjacent the gastrointestinal tract. | This instrument has been designed to be used with Olympus ultrasound endoscope for ultrasound guided fine needle aspiration (FNA) and fine needle biopsy (FNB) of submucosal and extramural lesions within the gastrointestinal tract (i.e. pancreatic masses, mediastinal masses, perirectal masses and lymph nodes) | The Subject Device Indications for Use is the same as the predicate. The examples were removed from the Subject Device Indications for Use. |
| Regulation name | Gastroenterology-Urology Biopsy Instrument | Gastroenterology-Urology Biopsy Instrument | Same |
| Regulation number | 876.1075 | 876.1075 | Same |
| Regulatory Class | II | II | Same |
| Product Code | FCG | FCG | Same |
| Classification | Gastroenterology and | Gastroenterology and | Same |
510(k) Summary
Page 3 of 10
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K252646
Page 4 of 10
OLYMPUS
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| Panel | Urology | Urology | |
| Compatible Ultrasound endoscope | Model & Working length: GF/ 1250mm TGF/ 1245mm Channel inner diameter: 2.8 mm or more | Model & Working length: GF/ 1244 to 1265mm TGF/ 1245mm Channel inner diameter: 2.8 mm or more | Same |
| Needle Width | NA-U210H-8019: 19G NA-U210H-8022: 22G NA-U210H-8025: 25G | NA-U200H-8019, NA-U200H-8019S: 19G NA-U200H-8022, NA-U200H-8022S: 22G NA-U200H-8025: 25G | Same |
| Penetration Depth | 80mm | 80mm | Same |
| Maximum insertion portion diameter | NA-U210H-8019:2.6mm NA-U210H-8022:2.2mm NA-U210H-8025:2.2mm | NA-U200H-8019, NA-U200H-8019S:2.6mm NA-U200H-8022, NA-U200H-8022S:2.2mm NA-U200H-8025:2.2mm | Same |
| Working length | 1400mm Working length indicates the same length as when the sheath adjuster is positioned at sheath scale 3. | 1400mm Working length indicates the same length as when the sheath adjuster is positioned at sheath scale 3. | Same |
| Sheath Type | Coiled Sheath | Coiled Sheath | Same |
| Inner Sheath | Equipped | Equipped | Same |
| Joining of Sheath | Equipped | Equipped | Same |
| Stylet diameter | NA-U210H-8019:0.75mm NA-U210H-8022:0.41mm | NA-U200H-8019, NA-U200H-8019S:0.75mm NA-U200H-8022, NA-U200H-8022S:0.41mm | Same |
510(k) Summary
Page 4 of 10
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K252646
Page 5 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| | NA-U210H-8025:0.28mm | NA-U200H-8025:0.28mm | |
| Side Hole of Needle | Not equipped | NA-U200H-8019S, NA-U200H-8022S:Equipped
NA-U200H-8019, NA-U200H-8022:Not equipped
NA-U200H-8025: Not equipped | The subject device does not include a side hole feature, which simplifies the product configuration. This design choice enhances needle durability and does not introduce any new concerns regarding safety or effectiveness. |
| Joining of Needle | Equipped | Equipped | Same |
| Tip Shape of Needle | | | Different than Predicate device
The needle tip shape of the Single-Use Fine Needle Biopsy (FNB) Device NA-U210H differs from the predicate device, featuring a bifurcated design intended to enhance tissue collection by allowing larger sample volumes. Despite this design change, needle durability |
510(k) Summary
Page 5 of 10
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OLYMPUS
K252646
Page 6 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| | | | remains equivalent to the predicate, as demonstrated in performance testing (refer to K-PERB_001). This difference does not impact the device’s safety or effectiveness. |
| Echo Enhanced Region | Equipped | Equipped | Same |
| Elastomer on Handle | Equipped | Equipped | Same |
| Needle Stopper | Equipped | Equipped | Same |
| Sheath Slide Function | Equipped | Equipped | Same |
| Knob Dropout Prevention | Equipped | Equipped | Same |
| Syringe (for aspiration) | Equipped | Equipped | Same |
| Biocompatibility | Meets requirements | Meets requirements | Same |
| Sterilization Method | EO, Single-use | EO, Single-use | Same |
| Shelf Life | Three years | Three years | Same |
510(k) Summary
Page 6 of 10
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K252646
Page 7 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| Handle design change | | | There is no difference in specification between the subject device and predicate device, only the content printed on the handle is changed. Changes in the printing on the subject device handle make it possible to distinguish it easily from existing products and emphasize the uniqueness of the new product. This difference does not raise any concern on safety and effectiveness. |
| Dimensional changes to inner components of the handle | | | Different than Predicate device Since the needle is bifurcated for the subject device, the needle tip can easily come into contact with the parts during assembly, so the inner surface shape has been changed for the purpose of improving the ease of assembly. |
510(k) Summary
Page 7 of 10
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K252646
Page 8 of 10
ORIGINE
OLYMPUS
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| | | | The size of the C chamber will be changed from 0.1mm to 0.5mm (the weight will be slightly reduced).
There is no change in the material, processing destination, and processing method (cutting) of the parts when compared to the Predicate device.
Hence, the difference does not affect the safety and effectiveness of the subject device. |
| Sheath | Stainless steel | Stainless steel | Same |
| Needle | NA-U210H-8019, NA-U210H-8022:Nitinol & Stainless steel(SUS 304TP)
* The Nitinol needle is joined to the SUS needle
NA-U210H-8025: Stainless steel (SUS 304) | NA-U200H-8019S, NA-U200H-8022S, NA-U200H-8019, NA-U200H-8022:Nitinol & Stainless steel(SUS 304TP)
* The Nitinol needle is joined to the SUS needle
NA-U200H-8025: Stainless steel (SUS 304) | Same |
| Stylet | Nitinol | Nitinol | Same |
510(k) Summary
Page 8 of 10
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OLYMPUS
K252646
Page 9 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
| Feature | Subject Device | Predicate Device | Comparison |
| --- | --- | --- | --- |
| Distal tip | Stainless steel | Stainless steel | Same |
| Inner Sheath | PEEK&HDPE | PEEK&HDPE | Same |
## 7. PERFORMANCE DATA
Bench performance testing was conducted on all gauge sizes (19G, 22G, 25G) of the Single-Use Fine Needle Biopsy (FNB) Device NA-U210H device using 30 samples per model. The following tests were performed:
- Insertion into the endoscope
- Advancement of the needle
- Retraction of the stylet
- Visibility of the needle under ultrasound
- Aspiration using the syringe
- Retraction of the needle
- Withdrawal from the endoscope
- Specimen extraction by feeding air
- Specimen extraction by advancing the stylet
- Repetition test (7 cycles)
- Needle durability
- Animal study – tissue quantity and quality
All test items met predefined acceptance criteria, confirming the device’s mechanical performance, usability, and durability under simulated worst-case conditions.
## 8. BIOCOMPATIBILITY
The Single-use Fine Needle Biopsy (FNB) Device NA-U210H was evaluated for biocompatibility in accordance with ISO 10993-1:2018 and FDA guidance for external communicating devices with tissue contact for limited duration (≤24 hours). Testing was conducted using the biologically equivalent predicate device NA-U200H, which shares materials, sterilization method, and manufacturing processes. The following endpoints were assessed: cytotoxicity (initial and aged samples), sensitization, irritation/intracutaneous reactivity, acute systemic toxicity, material-mediated pyrogenicity, hemocompatibility, and bacterial-mediated pyrogenicity. All tests met acceptance criteria, confirming the biological safety of the device for its intended use.
510(k) Summary
Page 9 of 10
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OLYMPUS
K252646
Page 10 of 10
Traditional 510(k)
Single-use Fine Needle Biopsy (FNB)
NA-U210H
## 9. STERILIZATION AND SHELF LIFE
The Single-Use Fine Needle Biopsy (FNB) Device NA-U210H is sterilized using ethylene oxide (EO), with validation conducted to ensure appropriate sterility assurance levels for single-use medical devices. Shelf life is supported by comprehensive testing, including accelerated aging per ASTM F1980-21, ongoing real-time aging, simulated distribution testing, and packaging system stability per ISO 11607-1:2019 and ISO 11607-2:2019. Functional performance testing on aged devices confirmed that sterility, mechanical integrity, and packaging remained intact over a validated shelf life of three years.
## 10. SUBSTANTIAL EQUIVALENCE
Based on the intended use, technological characteristics, performance testing, and comparison to the predicate device, the Single-Use Fine Needle Biopsy (FNB) Device NA-U210H raises no new issues of safety and effectiveness and are substantially equivalent to the predicate device.
## 11. CONCLUSION
Based on the results of the comparison of the indications for use, technological characteristics, and performance testing of the Subject and Predicate devices, the Subject SINGLE-USE FINE NEEDLE BIOPSY (FNB) DEVICE NA-U210H raises no new issues of safety and effectiveness and the device is substantially equivalent to the Predicate device.
510(k) Summary
Page 10 of 10
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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.