K183448 · Cefla S.C. · JAK · Mar 8, 2019 · Radiology
Device Facts
Record ID
K183448
Device Name
NewTom 5G XL
Applicant
Cefla S.C.
Product Code
JAK · Radiology
Decision Date
Mar 8, 2019
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.1750
Device Class
Class 2
Attributes
Pediatric
Indications for Use
The NewTom 5G XL is cone beam computed tomography x-ray imaging system that acquires sequences of images of the head, including ear, nose and throat (ENT), of dento-maxillofacial complex, teeth, mandible and jaw, temporo-mandbular joint (TMI), other areas of the human skull and neck with sections of upper cervical spine and lower extremities for use in diagnostic support. The device accomplishes this task by reconstructing a 3D matrix of the examined volume and producing two-dimensional views of this volume, displaying both two and three dimensional images. The device is operated and used by physicians, dentists, x-ray technologists and other legally qualified professionals.
Device Story
NewTom 5G XL is a volumetric Cone Beam Computed Tomography (CBCT) system; acquires 2D X-ray image sequences via 360-degree rotation around patient; reconstructs 3D matrix and produces 2D views for diagnostic support. Used in clinics/hospitals by physicians, dentists, and technologists. Features include motorized patient support, adjustable positioning lasers, and multiple FOVs (e.g., 6x6 to 21x19 cm). Includes 'Eco Scan' low-dose mode for pediatric/small patients. Software (NNT) enables image acquisition, 3D reconstruction, measurement, and storage. Output viewed by clinicians to support surgical planning, orthodontics, implants, endodontics, ENT, and orthopedics. Benefits include high-resolution diagnostic imaging with optimized radiation dose.
Clinical Evidence
Clinical evaluation performed to judge image resolution and quality across various anatomical sites and patient populations. Non-clinical bench testing included SNR, spatial resolution, MTF, NPS, and CTDIw comparisons against predicate/reference devices using phantoms. Compliance with IEC 60601-2-44 and NEMA XR 29-2013 (MITA Smart Dose) confirmed. Results demonstrate diagnostic reliability and image quality comparable to predicate devices.
Indicated for diagnostic support via CBCT imaging of the head (ENT, dento-maxillofacial, teeth, mandible, jaw, TMJ), skull, neck, upper cervical spine, and upper/lower extremities. Suitable for pediatric and adult patients (3 years to 99th percentile U.S. adult male height).
Regulatory Classification
Identification
A computed tomography x-ray system is a diagnostic x-ray system intended to produce cross-sectional images of the body by computer reconstruction of x-ray transmission data from the same axial plane taken at different angles. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
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March 8, 2019
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CEFLA S.C. % Ms. Elena Arcangeli Regulatory Affairs Via Selice Provinciale 23/A Imola, (Bo) 40026 ITALY
Re: K183448
Trade/Device Name: NewTom 5G XL Regulation Number: 21 CFR 892.1750 Regulation Name: Computed tomography x-ray system Regulatory Class: Class II Product Code: JAK, OAS Dated: November 30, 2018 Received: December 12, 2018
Dear Ms. Arcangeli:
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
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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 (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 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,
Michael D.'Hara
Thalia Mills, Ph.D. Director Division of Radiological Health Office of In Vitro Diagnostics and Radiological Health Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K183448
Device Name NewTom 5G XL
## Indications for Use (Describe)
The NewTom 5G XL is cone beam computed tomography x-ray imaging system that acquires sequences of images of the head, including ear, nose and throat (ENT), of dento-maxillofacial complex, teeth, mandible and jaw, temporo-mandbular joint (TMI), other areas of the human skull and neck with sections of upper cervical spine and lower extremities for use in diagnostic support.
The device accomplishes this task by reconstructing a 3D matrix of the examined volume and producing two-dimensional views of this volume, displaying both two and three dimensional images.
The device is operated and used by physicians, dentists, x-ray technologists and other legally qualified professionals.
| Type of Use (Select one or both, as applicable) | |
|---------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------|
| <div> <span> </span> <span>Prescription Use (Part 21 CFR 801 Subpart D)</span> </div> | <div> <span> </span> <span>Over-The-Counter Use (21 CFR 801 Subpart C)</span> </div> |
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# 510(K) SUMMARY
This 510(k) Summary is being submitted as required by 21 CFR 807.92.
## 1. GENERAL INFORMATION
| Submitter : | CEFLA S.C. |
|-------------|----------------------------|
| | Via Selice Prov.le 23/a |
| | Imola, BO 40026 ITALY |
| | Tel. +39 0542 653441 |
| | Fax +39 0542 653607 |
| Contact: | Elena Arcangeli |
| | CEFLA S.C. |
| | Via Selice Prov.le 23/a |
| | Imola, BO 40026 ITALY |
| | Tel. +39 0542 654024 |
| | Fax +39 0542 653607 |
| | Email: regulatory@cefla.it |
Summary Prepared Date:
November 30, 2018
# 2. NAMES
| Device Name: | NewTom 5G XL |
|------------------|-------------------------------------|
| Common Name: | System, X-Ray, Tomography, Computed |
| Regulation Name: | Computed tomography x-ray system |
| Product Code: | JAK (primary), OAS (secondary) |
| Classification: | 21CFR 892.1750; Class II |
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#### PREDICATE AND REFERENCE DEVICES 3.
The NewTom 5G XL is substantially equivalent to the following device:
## Predicate device
| Applicant / Manufacturer | QR s.r.l. |
|-----------------------------|-------------------------------------|
| Trade / Device Name | NewTom 5G |
| Classification product code | JAK, OAS |
| Device classification name | System, X-Ray, Tomography, Computed |
| 510(k) Number | K142222 |
## Reference device
| Applicant / Manufacturer | QR s.r.l. |
|-----------------------------|-------------------------------------|
| Trade / Device Name | NewTom VGi Evo |
| Classification product code | OAS |
| Device classification name | X-Ray, Tomography, Computed, Dental |
| 510(k) Number | K151612 |
#### 4. Device Description
The NewTom 5G XL is a volumetric Cone Beam Computed Tomography (CBCT) system intended for diagnostic use. It obtains geometrical and x-ray information through digital 2D and 3D images of the objects in the area being examined.
The NewTom 5G XL is able to analyze the regions of the head, including the dental and maxillofacial and the otorhinolaryngology areas, the cervical spinal column and upper and lower limbs.
Particularly, the NewTom 5G XL can be used in the following fields:
- maxillofacial surgery, orthodontics, implants, endodontics, otorhinolaryngology, prosthetics, and orthopedics.
The NewTom 5G XL CBCT device acquires a sequence of x-ray images by performing a rotation around the patient's head then, starting from these images, reconstructs a 3D matrix of the examined volume and produces 2D views of it.
From these views it is possible to reconstruct other 2D images on which 3D images, angle and distance measurements can be taken. Each image can be printed and/or stored in a magnetic/optical media (CD, hard disk, network, USB pen or other mass storage device).
NewTom 5G XL consists of three main components: the scanner unit, the motorized patient support and the main workstation (secondary workstations could be also available as optional) that supports the dedicated software, enabling data acquisition.
The software requires a Microsoft Windows OS (version 7 or later).
NewTom 5G XL is intended for all people who usually undergo radio-diagnostic examinations like the ones performed by this device, in compliance with the use instructions, the medical praxis and the local regulations.
NewTom 5G XL has been specially designed for patients from 3 years of age [87 cm (34.25 in) standing height] to the 99th percentile of the U.S. adult male chart [193.92 cm (76.35 inches)
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standing height]. The device may also be used for pediatric or small patients. The features available for this purpose are:
- o automatic calculation of minimum X-ray parameters required to carry out an examination, according to the size and the density of the volume to be examined;
- o indication of the values of the dose administered during the examination, before the actual scanning;
- necessity of carrying out examinations with the patient seated or lying on the patient table, thus reducing the risk of movement;
- . availability of adjustable fixing and centering tools, to secure the patient's head and/or limbs and allow a correct positioning;
- . possibility of using fields of view with reduced dimensions, such as: 6x6 (6 cm volume diameter, 6 cm height), 8x6, 8x8. Possibility of scanning in Eco Scan mode, a low-dose protocol characterised by reduced scanning time.
Studies have shown that pediatric patients may be more radiosensitive than adults (i.e., the cancer risk per unit dose of ionizing radiation is higher), and so unnecessary radiation exposure is of particular concern for pediatric patients. For this reason detailed information are reported on the user manual in order to safeguard children and small-sized patient, particularly recommending the use of the Eco Scan mode, a low-dose protocol characterized by reduced scanning time.
The device must be managed and used by doctors, dentists, radiologists and other legally qualified professionals.
#### 5. Indications for Use
The NewTom 5G XL is a cone beam computed tomography (CBCT) X-Ray Imaging System that acquires sequences of images of the head, including ear, nose and throat (ENT), of dentomaxillofacial complex, teeth, mandible and jaw, temporomandibular joint (TMJ), other areas of the human skull and neck with sections of upper cervical spine, and upper and lower extremities for use in diagnostic support.
The device accomplishes this task by reconstructing a 3D matrix of the examined volume and producing two-dimensional views of this volume, displaying both two and three dimensional images.
The device is operated and used by physicians, dentists, x-ray technologists and other legally qualified professionals.
#### 6. Comparison of technological characteristics with the predicate device
NewTom 5G XL Computed tomography x-ray system manufactured by CEFLA s.c. is substantially equivalent to the following devices legally marketed in the US:
| Device | Applicant [Note] | Device Name | Pre-market notification<br>Number | Product code |
|---------------------|------------------|----------------|-----------------------------------|--------------|
| Predicate<br>device | QR s.r.l. | NewTom 5G | K142222 | JAK, OAS |
| Reference<br>device | QR s.r.l. | NewTom VGi Evo | K151612 | OAS |
The NewTom 5G XL device is a variant of the Predicate device NewTom 5G (cleared K142222). Compared to this version, NewTom 5G XL features some changes concerning the power
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supply, the image acquisition panel, the x-ray tube, the software revision, the electronic boards revision and aesthetic changes to the cover.
The software of proposed NewTom 5G XL is substantially equivalent to the NewTom 5G computed tomography x-ray system already cleared and described in the submission NewTom 5G K142222. The functionalities of the proposed device NewTom 5G XL were already included in the previous version of the software already approved (K142222). The major changes introduced starting from the previous system can be summarized as follows:
| Scan<br>modes: | Additional Field of Views (as detailed in the table below)<br>Different ranges of selectable Exposure time - Scan time (as detailed in the<br>table below) |
|--------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| User<br>interface: | New tools for 2D and 3D image management and visualization: additional<br>grid, show/hide overlays, popup of information, extended implants library,<br>multiple image rotation. |
| | Introduction of specific application modes that are different combinations of<br>software tools and functions available in the NNT workspace. Application<br>modes: Oral & Maxillo facial surgery, Medical Specialties, ENT specialties,<br>Imaging Center. |
| | Update the software GUI: colors, icons, buttons size. |
| | Added patient dose verification tool (dose book). |
For CBCT image acquisition and 3D processing (also referred to as "3D mode"), panoramic x-ray exposures (also referred to as "2D mode") and mechanical construction, the subject NewTom 5G XL, provides similar characteristic, operating principles and components adopted in Predicate device NewTom 5G (K142222). NewTom 5G XL allows 3D images having a detected area bigger than the one granted by NewTom 5G.
On the other hand, the subject device NewTom 5G XL version, presents similarity to the cleared reference device NewTom VGi Evo (K151612) because it uses the same 3D image area detector, while it differs due to the mechanical construction.
Therefore, as it appears from the comparison table here below reported, considering the intended use, the characteristics of the predicate devices K142222 and of the reference device K151612 and the results of functional and security test performed, the subject device NewTom 5G XL may be found substantially equivalent to the cleared predicate and reference device.
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| | Subject Device<br>CEFLA S.C. - NewTom 5G XL | Predicate Device - K142222<br>QR s.r.l. - NewTom 5G | Reference Device - K151612<br>QR s.r.l. - NewTom VGi Evo |
|----------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| GENERAL<br>FEATURES | | | |
| Applicant<br>Manufacturer | CEFLA s.c. | QR s.r.l. | QR s.r.l. |
| Trade / Device<br>Name | NewTom 5G XL | NewTom 5G | NewTom VGi Evo |
| Figure | <br> | | |
| Regulation name | Computed Tomography X-Ray System | Computed Tomography X-Ray System | Computed Tomography X-Ray System |
| Regulation No. | 21 CFR 892.1750 | 21 CFR 892.1750 | 21 CFR 892.1750 |
| Regulatory Class | II | II | II |
| Classif. product<br>code | JAK (primary), OAS (secondary) | JAK, OAS | OAS |
| Device<br>classification<br>name | System, X-Ray, Tomography, Computed<br>and X-Ray, Tomography, Computed,<br>Dental | System, X-Ray, Tomography, Computed<br>and X-Ray, Tomography, Computed,<br>Dental | X-Ray, Tomography, Computed, Dental |
| | Subject Device<br>CEFLA S.C. - NewTom 5G XL | Predicate Device - K142222<br>QR s.r.l. - NewTom 5G | Reference Device - K151612<br>QR s.r.l. - NewTom VGi Evo |
| Indications for use<br>statement | The NewTom 5G XL is cone beam<br>computed tomography x-ray imaging<br>system that acquires sequences of the<br>images of the head, including ear, nose<br>and throat (ENT), of dento-maxillofacial<br>complex, teeth, mandible and jaw,<br>temporo-mandibular joint (TMJ), other<br>areas of the human skull and neck with<br>sections of upper cervical spine and of<br>the upper and lower extremities for use<br>in diagnostic support.<br>The device accomplishes this task by<br>reconstructing a 3D matrix of the<br>examined volume and producing two-<br>dimensional views of this volume,<br>displaying both two and three<br>dimensional images.<br>The device is operated and used by<br>physicians, dentists, x-ray technologists<br>and other legally qualified professionals. | The NewTom 5G is a cone beam<br>computed tomography x-ray imaging<br>system that acquires sequences of the<br>images of the head including the ear,<br>nose and throat (ENT), dento-<br>maxillofacial complex, teeth, mandible<br>and jaw, temporo-mandibular joint<br>(TMJ), other areas of the human skull and<br>neck with sections of upper cervical<br>spine, and upper and lower extremities<br>for use in diagnostic support.<br>The device accomplishes this task by<br>reconstructing a 3D matrix of the<br>examined volume and producing two<br>dimensional views of this volume,<br>displaying both two and three<br>dimensional images.<br>The device is operated and used by<br>physicians, dentists, x-ray technologists<br>and other legally qualified professionals. | The NewTom VGi Evo is a cone beam<br>computed tomographic x-ray imaging<br>system that acquires sequences of the<br>head including the ENT, dento-<br>maxillofacial complex, temporo-<br>mandibular-joint (TMJ), other areas of<br>human skull and neck with sections of<br>upper cervical spine for use in diagnostic<br>support.<br>The device accomplishes this task by<br>reconstructing a 3D matrix of the<br>examined volume and producing two<br>dimensional views (tomographic<br>sections, pan and ceph projections)<br>displaying both two and three<br>dimensional images.<br>The device is operated and used by<br>physicians, dentists, x-ray technologists<br>and other legally qualified professionals. |
| Acquisition<br>technique | x-ray cone beam computed tomography | x-ray cone beam computed tomography | x-ray cone beam computed tomography |
| PERFORMANCE FEATURES | | | |
| | Subject Device<br>CEFLA S.C. - NewTom 5G XL | Predicate Device - K142222<br>QR s.r.l. - NewTom 5G | Reference Device - K151612<br>QR s.r.l. - NewTom VGi Evo |
| Patient population | Adult - Pediatric | Adult - Pediatric | Adult - Pediatric |
| Selectable<br>parameter | anatomical position, scan protocol types,<br>Field of View (FOV) | anatomical position, scan protocol types,<br>Field of View (FOV) | anatomical position, scan protocol types,<br>Field of View (FOV) |
| Exposition<br>selectable | 3D: Computed tomography - (CBCT) | 3D: Computed tomography - (CBCT) | 3D: Computed tomography - (CBCT) |
| Scan modes | REGULAR SCAN<br>ENHANCED SCAN<br>ECO SCAN MODE (Approximatively<br>-60 to -30% compared to Reg. scan) | REGULAR SCAN<br>ENHANCED SCAN | REGULAR SCAN<br>ENHANCED SCAN<br>ECO SCAN MODE (For children<br>recommended ECO SCAN mode and<br>fastest scanning mode) |
| Dose reduction for<br>child/adult male -<br>std exposition | | | |
| Anatomical sites | maxillofacial<br>dental<br>ENT - TMJ<br>human skull,<br>neck with sections of upper cervical<br>spine<br>upper and lower extremities | maxillofacial<br>dental<br>ENT - TMJ<br>human skull,<br>neck with sections of upper cervical<br>spine<br>upper and lower extremities | maxillofacial<br>dental<br>ENT - TMJ<br>human skull,<br>neck with sections of upper cervical<br>spine<br>upper and lower extremities |
| Sampling angle or<br>3d's total view<br>angle | 360° | 360° | 360° |
| TECHNICAL & FUNCTIONAL FEATURES COMPARISON: (A) X-RAY EMISSION | | | |
| Type of x-ray<br>emission | Pulsed | Pulsed | Pulsed |
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| Subject Device<br>CEFLA S.C. - NewTom 5G XL | Predicate Device - K142222<br>QR s.r.l. - NewTom 5G | Reference Device - K151612<br>QR s.r.l. - NewTom VGi Evo | |
|----------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------|
| Model of x-ray<br>Tube | IAE RTM 30 HS | IAE X22 | IAE RTM 30 HS |
| Anode Material | RT-TZM | RTM | RT-TZM |
| Tube Voltage (KV) | 110 kV | 110 kV | 110 kV |
| Tube current (mA) | 32mA | 20 mA | 32mA |
| Focal spot size<br>(IEC60336) | 0.3/ 0.6 mm | 0.3 mm | 0.3/ 0.6 mm |
| Anode angle | 15° | 15° | 15° |
| Type of collimator | motorized variable collimator | motorized variable collimator | motorized variable collimator |
| Shape of X-Ray<br>Beam | CBCT SQUARED | CBCT SQUARED | CBCT SQUARED |
| | Subject Device<br>CEFLA S.C. - NewTom 5G XL | Predicate Device - K142222<br>QR s.r.l. - NewTom 5G | Reference Device - K151612<br>QR s.r.l. - NewTom VGi Evo |
| | FOVs CBCT:<br>Std. Res. Mode:<br>$18 \div 36$ sec (scan time)<br>$0.9 \div 5.4$ sec (x-ray exposure time) | FOVs CBCT:<br>Std. Res. Mod…
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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.