Agfa HealthCare's DX-D Imaging Package is indicated for use in general projection radiographic applications to capture for display diagnostic quality radiographic images of human anatomy for adult, pediatric and neonatal examinations. The DX-D Imaging Package may be used wherever conventional screen-film systems, CR or DR systems may be used. Agfa HealthCare's DX-D Imaging Package is not indicated for use in mammography.
Device Story
DX-D Imaging Package is a solid-state direct radiography (DR) system capturing human anatomy images. System components: NX Workstation, flat-panel detectors (scintillator-photodetector), needle-phosphor detectors, cassettes, and photo-stimulable imaging plates. Operation: X-ray exposure captured by detectors; data processed by NX Workstation using MUSICA (Multi-Scale-Image-Contrast-Amplification) software to enhance diagnostic contrast; images displayed on diagnostic monitors. Used in clinical settings by healthcare professionals. Output: Digital radiographic images for diagnostic review. Benefit: Enables minimum 50% dose reduction compared to standard CR systems (e.g., MD4.0) while maintaining equivalent image quality. Integrated with compatible X-ray systems (e.g., DX-D 100, 300, 600, DX-G, DX-M, CR 30-X).
Clinical Evidence
No clinical or animal studies performed. Bench testing included DQE technical evaluation and a reader study with five board-certified radiologists. Study compared 195 images of five anatomical phantoms (skull, chest, hand, abdomen, neonatal) across different detector types. Results confirmed 58% dose reduction for DX-D30C DR detector and 60% for HD5.0 CR plates compared to MD4.0 CR plates, meeting the >50% dose reduction endpoint.
Technological Characteristics
Solid-state DR system; NX Workstation; flat-panel detectors (GOS or CsI scintillator); needle-phosphor detectors; photo-stimulable imaging plates. Connectivity: DICOM. Power: 100-240V, 50-60Hz. Standards: IEC 60601-1, IEC 60601-1-2, ACR/NEMA PS3.1-3.20, ISO 14971, ISO 13485. Software: MUSICA image processing.
Indications for Use
Indicated for general projection radiographic applications in adult, pediatric, and neonatal patients. Not indicated for mammography.
Regulatory Classification
Identification
A stationary x-ray system is a permanently installed diagnostic system intended to generate and control x-rays for examination of various anatomical regions. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
Special Controls
*Classification.* Class II (special controls). A radiographic contrast tray or radiology diagnostic kit intended for use with a stationary x-ray system only is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 892.9.
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Image /page/0/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo consists of a circular seal with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" around the perimeter. Inside the circle is an abstract symbol that resembles a stylized human figure or a bird in flight.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
September 12, 2014
Agfa HealthCare N.V. % ShaeAnn Cavanagh, RAC Regulatory Affairs Specialist NA AGFA Healthcare 10 South Academy Street GREENVILLE SC 29601
Re: K141602
Trade/Device Name: DX-D Imaging Package Regulation Number: 21 CFR 892.1680 Regulation Name: Stationary x-ray system Regulatory Class: II Product Code: MQB Dated: June 13, 2014 Received: June 16, 2014
Dear Ms. Cavanagh:
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. 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 (reporting of medical device-related adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638 2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/Resourcesfor You/Industry/default.htm. 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 the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours.
Smh
for
Janine M. Morris Director Division of Radiological Health Office of In Vitro Diagnostics and Radiological Health Center for Devices and Radiological Health
Enclosure
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## DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration Indications for Use
Form Approved: OMB No. 0910-0120 Expiration Date: January 31, 2017 See PRA Statement below.
### 510(k) Number (if known)
K141602
Device Name
### DX-D Imaging Package
Indications for Use (Describe)
Agfa HealthCare's DX-D Imaging Package is indicated for use in general projection radiographic applications to capture for display diagnostic quality radiographic images of human anatomy for adult, pediatic and neonatal examinations. The DX-D Imaging Package may be used wherever conventional screen-film systems, CR or DR systems may be used.
Agfa HealthCare's DX-D Imaging Package is not indicated for use in mammography.
Type of Use (Select one or both, as applicable)
Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
### PLEASE DO NOT WRITE BELOW THIS LINE - CONTINUE ON A SEPARATE PAGE IF NEEDED.
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Concurrence of Center for Devices and Radiological Health (CDRH) (Signature)
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FORM FDA 3881 (1/14)
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# 510(K) SUMMARY
# Agfa DX-D Imaging Package Dose Reduction
Common Name: Solid State X-Ray Imager (Flat Panel/Digital Imager) Classification Name: Stationary X-Ray System Regulatory Classification: 21 CFR 892.1680 Product Code: MQB Proprietary Name: DX-D Imaging Package Agfa HealthCare N.V. Septestraat 27 B-2640 Mortsel Belgium Contact: Koen Vervoort, Prepared: June 13, 2014 Telephone: +32-34444-7368
#### LEGALLY MARKETED PREDICATE DEVICES A.
This is a 510(k) for Agfa HealthCare's DX-D Imaging Package, a solid state x-ray imaging device. It is substantially equivalent to a previous version of Agfa HealthCare's DX-D Imaging Package (K122736) and CR Systems with DX-G Digitizers (K092238).
#### B. DEVICE DESCRIPTION
Agfa HealthCare's DX-D Imaging Package is a solid state x-ray system, a direct radiography (DR) system (product code MQB) intended to capture images of the human body. It is a combination of Agfa HealthCare's NX Workstation, one or more flat-panel detectors, needlephosphor detectors for direct radiography (DR) applications.
DX-D Imaging Package uses the NX Workstation to process data utilizing Agfa HealthCare's MUSICA image processing software, which includes optional image processing algorithms for adult, pediatric and neonatal images that were previously cleared for use in Agfa HealthCare's DX-D Imaging Package (K122736). The acronym MUSICA stands for Multi-Scale-Image-Contrast-Amplification. MUSICA acts on the acquired images to preferentially enhance the diagnostically relevant, moderate and subtle contrasts.
This submission is to obtain clearance for Agfa HealthCare to market the DX-D Imaging Package using a minimum of 50% dose reduction marketing claims.
Principles of operation and technological characteristics of the DX-D Imaging Package and predicate devices are the same. The DX-D Imaging Package is physically and electronically identical to the predicate K122736 since it is the same device; however, Agfa HealthCare would like to include a minimum of 50% dose reduction claims for marketing purposes. It uses the same workstation and same scintillator-photodetector flat panel detectors, needle-phosphor detectors and cassettes, or photo-stimulable imaging plates to capture and digitize the image.
Laboratory data and image quality evaluations conducted with board-certified radiologists confirm that performance is equivalent to the predicates.
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#### C. INTENDED USE
Agfa HealthCare's DX-D Imaging Package is indicated for use in general projection radiographic applications to capture for display diagnostic quality radiographic images of human anatomy for adult, pediatric and neonatal examinations. The DX-D Imaging Package may be used wherever conventional screen-film systems, CR or DR systems may be used.
Agfa HealthCare's DX-D Imaging Package is not indicated for use in mammography.
#### D. SUBSTANTIAL EQUIVALENCE SUMMARY
Agfa HealthCare's DX-D Imaging Package has an Indications For Use statement identical the predicate device (K122736) and similar to predicate device (K092238). Intended uses are the same. The devices have the same technological characteristics.
The DX-D Imaging Package indications for use is equivalent to both predicates (K122736 and K092238). Both the DX-D Imaging Packag and predicate devices (K122736 and K092238) include the statement that the device is not indicated for mammography, and include pediatric and neonatal patient populations. The predicate device (K092238) includes system options and accessories; which are also available on the DX-D Imaging Package and predicate K122736. Differences in devices do not alter the intended diagnostic effect.
The DX-D Imaging Package and the Agfa HealthCare predicate device (K122736) are solid state imaging devices, Product Code MQB. Agfa HealthCare's DX-D Imaging Package is substantially equivalent to both predicate devices (K122736 and K092238) in that it uses precisely the same technology to capture and transmit images.
There is no difference between the DX-D Imaging Package and predicate K122736. The DX-D Imaging Package includes cassettes and image plates which are included in predicate K092238. There are no changes to the intended use/indications of the DX-D Imaging Package uses the same NX Workstation, the same detectors, and same cassettes and image plates as both predicates (K122736 and K092238).
Image evaluations and laboratory testing was completed that confirm a minimum of 50% dose reduction was achieved using the DX-D30C/DX-D35C flat panel detector or the CR HD5.0 imaging plate compared to the CR MD4.0 imaging plate.
Performance data including laboratory image quality measurements and image comparison studies by board-certified radiologists are adequate to ensure equivalence.
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| PRODUCT COMPARISON TABLE | | | |
|-----------------------------------|--------------------------------------|--------------------------------------------------------------------------------|--------------------------------------------------------------------------------|
| | DX-D Imaging Package<br>(New Device) | AGFA DX-D Imaging<br>Package<br>(PREDICATE-K122736) | AGFA CR Systems with<br>DX-G Digitizers<br>(PREDICATE- K092238) |
| Communications | Same as predicates | DICOM | DICOM |
| Flat Panel or Image<br>Plate | Same as K092238 | Flat Panel Detector | Image Plates with<br>Cassettes |
| Detector Material | Same as predicates | Gadolinium Oxysulfide<br>(GOS) or<br>Cesium Iodide (CSI)<br>scintillator | HD5.0 (CsBr:Eu)<br>MD4.0 (BaSrFBrI:Eu) |
| Detector Sizes | Same as predicates | 17x17 in.<br>14x17 in. | 14x17 in.<br>14x14in.<br>8x10 in.<br>10x12 in |
| Active Matrix<br>(14x17 in.) | Same as K122736 | 2560x3072 | 3408 x 4200 (HD5.0)<br>2320 x 2832 (MD4.0) |
| Pixel size | Same as K122736 | 139 100 μm | |
| Dynamic Range | Same as K122736 | 14 bit | 12 bit |
| Maximum Image<br>Acquisitions/hr. | Same as K122736 | 150 | 100 |
| Power Supply | Same as predicates | 50-60 Hz<br>100-240V auto ranging | 50-60 Hz<br>100-240V auto ranging |
| Operator<br>Workstation | Same as predicates | Agfa NX | Agfa NX |
| Image processing | Same as predicates | MUSICA 3<br>MUSICA2 | MUSICA2 |
| Operating system | Window 7 | Windows XP Pro | Windows XP Pro |
| Display System | Same as predicates | Standard PC display or<br>separately cleared medical<br>display (e.g. K051901) | Standard PC display or<br>separately cleared medical<br>display (e.g. K051901) |
#### TECHNOLOGICAL CHARACTERISTICS E.
Agfa HealthCare's DX-D Imaging Package is a solid state x-ray system, a direct radiography (DR) system (product code MQB) intended to capture images of the human body. It is a combination of Agfa HealthCare's NX Workstation, one or more flat-panel detectors, needlephosphor detectors for direct radiography (DR) applications. The NX Workstation allows users to view and processes images, and forward them to other devices (e.g. a PACS or printer).
Principles of operation and technological characteristics of the DX-D Imaging Package and predicate devices are the same. The DX-D Imaging Package is physically and electronically identical to the predicate K122736 since it is the same device; however, Agfa HealthCare would like to include a minimum of 50% dose reduction claims for marketing purposes. It uses the same workstation and same scintillator-photodetector flat panel detectors, needle-phosphor detectors and cassettes, or photo-stimulable imaging plates to capture and digitize the image.
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The DX-D Imaging Package is integrated with compatible x-ray systems such as the DX-D 100 (K103597), DX-D 300 (K103050), DX-D 600 (K112670), DX-G (K092238), DX-M (K111324), and CR 30-X (K062223).
#### F. TESTING
Laboratory testing and image evaluations using equivalent test protocols as used for the cleared detectors and imaging plates were evaluated by qualified individuals employed by the sponsor to demonstrate that adequate design controls (according to 21 CFR 820.30) were in place.
#### . DQE Image Quality Technical Evaluation
A laboratory image quality technical evaluation was performed comparing the computed radiography and direct radiography detectors. Values are provided for Detective Quantum Efficiency (DQE) for the direct radiography Cesium Iodide (CsI) flat panel detector (DX-D35C), the computed radiography Cesium Bromide (CsBr) HD5.0 imaging plate, and the computed radiography Barium Fluoro-bromide (BaFBr) MD4.0 imaging plate.
The technical evaluation of the CsBr CR and the CsI DR illustrated a similar image quality for both systems at RQA3 and RQA5 beam qualities. Some differences can be indicated, which might be used in specific applications to optimize image quality. Both systems have better image quality than the predicate device (CR MD4.0); the DQE is more than double that of the predicate device (CR MD4.0).
The DQE is generally accepted to be the most suitable parameter for describing the imaging performance of an X-ray imaging device. It describes the ability of the imaging device to preserve the signal-to-noise ratio from the radiation scene to the resulting digital image. Since in X-ray imaging, the noise in the radiation field is intimately coupled to the air kerma level, DQE values can be considered to describe the dose efficiency of the device. The higher DQE for the CsBr CR and CsI DR as compared to the predicate device, guarantees that with both systems, the same image quality can be obtained as for the predicate device but at significant lower exposure level.
Agfa used generally accepted standards such as IEC 6220-1 when doing DOE testing. The range of exposure and doses used were designed to cover the normal ranges encountered in clinical use.
#### CR MD4.0 (BaFBr -PIP) vs. CR HD5.0 (CsBr-NIP) & DX-D30C (CsI-NIP) Comparison ●
An image quality evaluation was conducted with five board certified radiologists. The goal was to demonstrate that a minimum of 50% dose reduction can be achieved when using the DR DX-D30C flat panel detector or the CR HD5.0 image plate instead of the CR MD4.0 imaging plate. The study compared the computed radiography (CR) MD4.0 imaging plates to a DX-D30C digital radiography (DR) flat panel detector and to computed radiography (CR) HD5.0 imaging plates. The study confirmed that the dosage using the DR system DX-D30C and CR system HD5.0 was at least 50% lower than the CR system MD4.0.
The evaluation used five different anatomical phantoms; skull, chest, hand, abdomen and neonatal. Each phantom type was exposed using each detector type. For each condition (phantom and detector type) all the exposure parameters (kVp, grid, distance, etc) remained
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the same except the time (ms) which was varied. For each condition 13 exposures were made with a difference between exposures of 0.10 log E, the total range of exposures from highest to lowest was a factor of 16 times or 1.2 log E. All the acquired images were processed with the appropriate Musica 3 settings. This resulted in 13 exposures for each condition with 39 exposures on each phantom for a total of 195 images.
| | Detector name and (Phosphor Type) | | | |
|-----------------|-----------------------------------|---------------|----------------|-----------------|
| Phantom Type | MD 4.0 (BaFBr) | HD 5.0 (CsBr) | DX-D 30c (Csl) | Total Exposures |
| Skull | 13 | 13 | 13 | 39 |
| Chest | 13 | 13 | 13 | 39 |
| Abdomen | 13 | 13 | 13 | 39 |
| Hand | 13 | 13 | 13 | 39 |
| Neonatal | 13 | 13 | 13 | 39 |
| Total Exposures | 65 | 65 | 65 | 195 |
The images were displayed on a high quality diagnostic monitor. The left image was always the reference image; the right image was the image under evaluation. The left (reference) image was always exposed with a specific detector (CR MD 4.0) at a fixed exposure condition; the right images were a series of 13 images from a different detector type (CR HD5.0 or DR DX-D30C) to be compared to the reference image. The right (test) images were varied from high to low exposure while the left image remained the same.
For each condition the radiologists were asked to match the test images to the reference image. This was be done by scrolling through the test images until the right (test) image matched the reference image as closely as possible and the results recorded. All the images were coded and the Radiologists were not aware of the exposure conditions or detector types used.
To confirm the Radiologists' reading consistency, the image positions (left or right monitor) were reversed and a second reading session was done using a reference image from a different detector (CR HD5.0 or DR DX-D30C) and different test images (CR MD 4.0). The average dose reduction for the first set was 58.7%, the average dose reduction for second set was 59.5%. This is a minimal difference.
The primary endpoint was that the test images would demonstrate a minimum of a 50% dose reduction using the CsBR CR (HD5.0) imaging plate and the CsI DR (DX-D30C) detector compared to the BaFBr CR (MD4.0) imaging plate.
The test results showed that a 58% dose reduction was possible with the DX-D30C DR detector and a 60% dose reduction with the HD5.0 CR plates when both were compared to images produced with MD4.0 CR plates which use BaFBr phosphors.
These results are consistent with the technical evaluation of each system and confirm the possibility of at least a 50% dose reduction when comparing CsBr CR (HD5.0) plates or CsI DR (DX-D30C/DX-D35C) detectors to standard CR plates (MD4.0) using BaFBr or other detectors types with similar DQE to standard CR plates.
No animal or clinical studies were performed in the development of the DX-D Imaging Package.
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No patient treatment was provided or withheld.
The product, manufacturing and development processes conform to product safety and medical imaging standards including:
## PRODUCT STANDARDS
- IEC 60601-1: 2012 Medical Electrical Equipment - Part 1: General Requirements for Safety and Essential Performance.
- IEC 60601-1-2: 2007 Medical Electrical Equipment Part 1-2: General Requirements For ● Safety and Essential Performance - Collateral Standard: Electromagnetic Compatibility -Requirements and Tests
- ACR/NEMA PS3.1-3.20: 2011 Digital Imaging and Communications in Medicine ● (DICOM)
## QUALITY MANAGEMENT STANDARDS
- ISO 14971:2007 Application of Risk Management to Medical Devices ●
- ISO 13485:2003 Medical Devices Quality Management Systems Requirements For ● Regulatory purposes
## G. RISK ASSESSMENT AND MANAGEMENT SUMMARY
During the final risk analysis meeting, the risk management team concluded that the medical risk is no greater than with conventional x-ray film previously released to the field.
There are no residual risks for the released NX software versions NX8800 (NX Ikonos) in the ALARP region after mitigation. Only two risks were identified in the Broadly Acceptable Region. Therefore the device is assumed to be safe, the benefits of the device are assumed to outweigh the residual risk.
The term "Level of Concern" means the level of risk that the software device is determined to be if the software were to fail. The Level of Concern for the device has been determined to be moderate.
#### H. CONCLUSIONS
The DX-D Imaging Package indications for use is equivalent to both predicates (K122736 and K092238). Both the DX-D Imaging Packag and predicate devices (K122736 and K092238) include the statement that the device is not indicated for mammography, and include pediatric and neonatal patient populations. The predicate device (K092238) includes system options and accessories; which are also available on the DX-D Imaging Package and predicate K122736. Differences in devices do not alter the intended diagnostic effect.
The DX-D Imaging Package and the Agfa HealthCare predicate device (K122736) are solid state imaging devices, Product Code MQB. Agfa HealthCare's DX-D Imaging Package is substantially equivalent to both predicate devices (K122736 and K092238) in that it uses precisely the same technology to capture and transmit images.
There is no difference between the DX-D Imaging Package and predicate K122736. The DX-D
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Imaging Package includes cassettes and image plates which are included in predicate K092238. There are no changes to the intended use/indications of the DX-D Imaging Package uses the same NX Workstation, the same detectors, and same cassettes and image plates as both predicates (K122736 and K092238).
Differences in devices do not alter the intended diagnostic effect. Descriptive characteristics and performance data are adequate to ensure equivalence.
This 510(k) has demonstrated Substantial Equivalence as defined and understood in the Federal Food Drug and Cosmetic Act and various guidance documents issued by the Center for Devices and Radiological Health.
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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.
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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).
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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.
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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.
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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.
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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.
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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.
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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.
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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.