IMPAX Agility is a Picture Archiving and Communications System (PACS). It provides an interface for the acquisition. display, digital processing, annotation, review, printing, storage and distribution of multimodality medical images, reports and demographic information for diagnostic purposes within the system and across computer networks. IMPAX Aglity is intended to be used by trained healthcare professionals including, but not limited to physicians, radiologists, orthopaedic surgeons, cardiologists, mammographers, technologists, and clinicians for diagnosis and treatment planning using DICOM compliant medical images and other healthcare data. MPR, MIP and 3D rendering functionality allows the user to view image data from perspectives different from that in which it was acquired. Other digital image processing functionality such as multi-scale window leveling and image registration can be used to enhance image viewing. Automatic spine labelling provides the capability to semiautomatically label vertebrae or disks. As a comprehensive imaging suite, IMPAX Agility integrates with servers, archives. Radiology Information Systems (RIS), Hospital Information Systems (HIS), reporting and 3rd party applications for customer specific workflows. Lossy compressed mammography images and digitized film images should not be used for primary image interpretation. Uncompressed or non-lossy compressed "for presentation" images may be used for diagnosis or screening on monitors that are FDA-cleared for mammographic use.
Device Story
IMPAX Agility is a PACS software suite for acquisition, display, processing, and distribution of multimodality medical images/reports. Used in clinical settings by healthcare professionals for diagnosis and treatment planning. Inputs include DICOM-compliant medical images from various modalities. System performs digital image processing (MPR, MIP, 3D rendering, multi-scale window leveling, image registration, and automatic spine labeling). Outputs are displayed on clinical monitors for physician review. Device integrates with RIS, HIS, and reporting systems to support clinical workflows. Benefits include enhanced image review, time-independent access to records, and improved collaborative care through multimodality image access.
Clinical Evidence
Bench testing only. No clinical studies performed. Validation included regression testing of reused segmentation algorithms and usability/functionality evaluations by medical professionals using anonymized studies to confirm accuracy of semi-automatic spine labeling and 3D registration performance against acceptance criteria.
Technological Characteristics
Software-based PACS running on commercial computer hardware. Supports DICOM (ACR/NEMA PS3.1-3.20: 2011). Features include 3D rendering, MIP, MPR, image registration, segmentation, and automatic spine labeling. Complies with ISO 14971:2007 and ISO 13485:2003.
Indications for Use
Indicated for trained healthcare professionals (physicians, radiologists, orthopaedic surgeons, cardiologists, mammographers, technologists, clinicians) for diagnosis and treatment planning using DICOM medical images. Contraindicated for primary image interpretation using lossy compressed mammography or digitized film images.
Regulatory Classification
Identification
A medical image management and processing system is a device that provides one or more capabilities relating to the review and digital processing of medical images for the purposes of interpretation by a trained practitioner of disease detection, diagnosis, or patient management. The software components may provide advanced or complex image processing functions for image manipulation, enhancement, or quantification that are intended for use in the interpretation and analysis of medical images. Advanced image manipulation functions may include image segmentation, multimodality image registration, or 3D visualization. Complex quantitative functions may include semi-automated measurements or time-series measurements.
Special Controls
*Classification.* Class II (special controls; voluntary standards—Digital Imaging and Communications in Medicine (DICOM) Std., Joint Photographic Experts Group (JPEG) Std., Society of Motion Picture and Television Engineers (SMPTE) Test Pattern).
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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 resembling an eagle or a stylized human figure, composed of three curved lines.
January 6, 2015
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
Agfa HealthCare N.V. % Ms. ShaeAnn Cavanagh Regulatory Affairs Specialist NA AGFA Healthcare 10 South Academy Street GREENVILLE SC 29601
Re: K142316 Trade/Device Name: IMPAX Agility Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: II Product Code: LLZ Dated: December 12, 2014 Received: December 12, 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,
Robert A Ochs
Robert Ochs, Ph.D. Acting 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) K142316
Device Name
IMPAX Agility
### Indications for Use (Describe)
IMPAX Agility is a Picture Archiving and Communications System (PACS). It provides an interface for the acquisition. display, digital processing, annotation, review, printing, storage and distribution of multimodality medical images, reports and demographic information for diagnostic purposes within the system and across computer networks. IMPAX Aglity is intended to be used by trained healthcare professionals including, but not limited to physicians, radiologists, orthopaedic surgeons, cardiologists, mammographers, technologists, and clinicians for diagnosis and treatment planning using DICOM compliant medical images and other healthcare data.
MPR, MIP and 3D rendering functionality allows the user to view image data from perspectives different from that in which it was acquired. Other digital image processing functionality such as multi-scale window leveling and image registration can be used to enhance image viewing. Automatic spine labelling provides the capability to semiautomatically label vertebrae or disks.
As a comprehensive imaging suite, IMPAX Agility integrates with servers, archives. Radiology Information Systems (RIS), Hospital Information Systems (HIS), reporting and 3rd party applications for customer specific workflows.
Lossy compressed mammography images and digitized film images should not be used for primary image interpretation. Uncompressed or non-lossy compressed "for presentation" images may be used for diagnosis or screening on monitors that are FDA-cleared for mammographic use.
| 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) |
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# 510(K) SUMMARY Agfa IMPAX Agility
Common Name: Picture Archiving and Communications System (PACS) Classification Name: Radiological Image Processing System Regulatory Classification: 21 CFR 892.2050 Product Code: LLZ Proprietary Name: IMPAX Agility Agfa HealthCare N.V. Septestraat 27 B-2640 Mortsel Belgium Contact: Jodi Coleman, Prepared: August 18, 2014 Telephone: 519-746-6210 ext. 2485
#### LEGALLY MARKETED PREDICATE DEVICES A.
This is a 510(k) for Agfa's IMPAX Agility software, a picture archiving and communications It is substantially equivalent to systems with Agfa's IMPAX Next Generation system. (K111945), Agfa's IMPAX Volume Viewing 3.0 (K133135), and Siemens' Syngo.via (K123920).
#### DEVICE DESCRIPTION B.
Agfa's IMPAX Agility system is a picture archiving and communication system (PACS), product code LLZ, intended to provide an interface for the acquisition, digital processing, annotation, review, printing, storage and distribution of multimodality medical images, reports and demographic information for diagnostic purposes within the system and across computer networks.
The new device is substantially equivalent to the predicate devices (K111945, K133135, & K123920). It is a comprehensive PACS system that allows the user to view and manipulate 3D image data sets. The new device includes some of clinical tools of the predicate devices specifically the functionality to perform image registration, and automatic spine labeling.
The image registration functionality allows comparison studies to be registered with active study data to align them for reading. Registration only works for volumetric CT and MR data.
Segmentation of volumetric datasets allows the automatic removal of bones and the CT table. Bone and table removal is only available for CT datasets. Users can also manually define parts of the volume which should be removed, as well as highlight certain structures in volumes.
Automatic spine labeling tools provide the ability to label the vertebrae or the intervertebral discs of the spine. Automatic spine labeling automatically calculates the position of the vertebrae or discs after the user selects and labels an initial starting point. The user is required to confirm the automatic placement of the labels.
Principles of operation and technological characteristics of the new and predicate devices are the
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same. There is no change to the intended use of the device vs. the predicate devices. Laboratory data, stability and performance assessments, usability tests, and functionality evaluations conducted with qualified radiologists confirm that performance is equivalent to the predicates.
#### C. INDICATIONS FOR USE
IMPAX Agility is a Picture Archiving and Communications System (PACS). It provides an interface for the acquisition, display, digital processing, annotation, review, printing, storage and distribution of multimodality medical images, reports and demographic information for diagnostic purposes within the system and across computer networks. IMPAX Agility is intended to be used by trained healthcare professionals including, but not limited to physicians, radiologists, orthopaedic surgeons, cardiologists, mammographers, technologists, and clinicians for diagnosis and treatment planning using DICOM compliant medical images and other healthcare data.
MPR, MIP and 3D rendering functionality allows the user to view image data from perspectives different from that in which it was acquired. Other digital image processing functionality such as multi-scale window leveling and image registration can be used to enhance image viewing. Automatic spine labelling provides the capability to semi-automatically label vertebrae or disks.
As a comprehensive imaging suite, IMPAX Agility integrates with servers, archives, Radiology Information Systems (RIS), Hospital Information Systems (HIS), reporting and 3th party applications for customer specific workflows.
Lossy compressed mammography images and digitized film images should not be used for primary image interpretation. Uncompressed or non-lossy compressed "for presentation" images may be used for diagnosis or screening on monitors that are FDA-cleared for mammographic use.
#### D. SUBSTANTIAL EQUIVALENCE SUMMARY
Agfa's IMPAX Agility system has an Indications For Use statement virtually identical the predicate device (K111945) and similar to the predicate devices (K133135 & K123920). The statements have been combined and simplified. Intended uses are the same. The devices have the same technological characteristics.
IMPAX Agility Indications For Use is equivalent to the predicate IMPAX Next Generation (K111945). Indications For Use and intended uses are the same. Both devices are indicated for mammography use, are used to render 3D, MIP, & MPR images, and utilizes MUSICA image reprocessing. Both IMPAX Agility and predicate device, IMPAX Volume Viewing 3.0 (K133135) are used to render 3D images. Both include image registration and segmentation functionality; however, IMPAX Volume Viewing 3.0 (K133135) is not indicated for mammography and IMPAX Agility is not intended for the visualization and measurement of vessel features. Both IMPAX Agility and the predicate device, Syngo.via (K123920) can be used to perform automatic spine labeling. However, Syngo.via (K123920) is not indicated for mammography. Differences in devices do not alter the intended diagnostic effect.
The devices have the same technological characteristics. The new device and the predicate devices (K111945, K133135 & K123920) are picture archiving and communication systems (PACS), Product Code LLZ. Agfa's IMPAX Agility system is substantially equivalent to the
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predicate devices (K11194, K133135 & K123920) in that it uses precisely the same technology to capture, display, and process medical data. Descriptive characteristics and performance data are adequate to ensure equivalence.
The only difference of the new device is in the addition of the automatic spine labeling, segmentation and image registration. There are no changes to the intended use/indications of the device. Differences in devices do not alter the intended therapeutic/diagnostic effect.
Performance data including stability and performance assessments, usability tests, and functionality evaluations by qualified radiologists are adequate to ensure equivalence.
Table 1 on the next page summarizes the similarities and differences between the new device and predicate devices.
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| Product Comparison Table | | | | |
|------------------------------------------------------------|-------------------------------|---------------------------------------------|-------------------------------------------------------------|-----------------------------------------------|
| | IMPAX Agility<br>(New Device) | Agfa<br>IMPAX NG<br>(PREDICATE-<br>K111945) | Agfa IMPAX Volume<br>Viewing 3.0<br>(PREDICATE-<br>K133135) | Siemens' Syngo.via<br>(PREDICATE-<br>K123920) |
| Communications | Same as predicates | DICOM | DICOM | DICOM |
| Orthopedic Use,<br>Treatment planning | Same as K111945 | √ | - | - |
| Mammographic<br>Use | Same as K111945 | √ | - | - |
| Operating System | Same as predicates | Windows Vista,<br>Windows 7 | Windows XP, Windows<br>2007, Windows 2008 | Windows XP,<br>Windows 7 |
| Network Access | Same as predicates | √ | √ | √ |
| Multiple displays | Same as predicates | √ | √ | √ |
| Image Export | Same as K111945 &<br>K133135 | BMP, JPG,<br>TIF, AVI | BMP, JPG,<br>TIF, AVI | - |
| Window Level | Same as predicates | √ | √ | √ |
| Multi-Scale<br>Window Level | Same as K111945 &<br>K123920 | √ | - | √ |
| Pan/Zoom | Same as predicates | √ | √ | √ |
| Rotate | Same as predicates | √ | √ | √ |
| Calibrate/Measure | Same as predicates | √ | √ | √ |
| Annotate | Same as predicates | √ | √ | √ |
| MIP, MPR, 3D<br>Rendering | Same as predicates | √ | √ | √ |
| Musica Image<br>Reprocessing | Same as K111945 | √ | - | - |
| Patient Information<br>System (HIS/RIS) | Same as K111945 | √ | - | - |
| Dictation & Speech<br>Recognition | Same as K111945 | √ | - | - |
| Automatic Spine<br>Labeling | Same as K123920 | - | - | √ |
| Image Registration | Same as K133135 | - | √ | - |
| Segmentation tools,<br>automatic table and<br>bone removal | Same as K133135 | - | √ | - |
Table 1: Device Predicate Comparison
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#### TECHNOLOGICAL CHARACTERISTICS E.
Agfa's IMPAX Agility system is a picture archiving and communication system (PACS), product code LLZ, intended to provide an interface for the acquisition, display, digital processing, annotation, review, printing, storage and distribution of multimodality medical images, reports and demographic information for diagnostic purposes within the system and across computer networks.
It is a software device running on commercially available computer equipment that allows users to view and modify DICOM compliant medical images and patient information.
Principles of operation and technological characteristics of the new and predicate devices are the same. There is no change to the intended use of the device vs. the predicate devices. The new device includes some of the clinical tools of the predicate devices specifically the functionality to perform image registration, segmentation, and automatic spine labeling. There are no differences between the device and the predicates (K111945, K133135 & K123920) that impact safety and effectiveness.
#### F. TESTING
Laboratory testing and software testing (for a moderate level of concern device) using equivalent test protocols as used for Medical Image Management Devices" as part of verification and validation under design controls (according to 21 CFR 820.30).
No animal or clinical studies were performed in the development of the new device. No patient treatment was provided or withheld.
- 1. IMPAX Agility vs. Agfa IMPAX Volume Viewing (K133135) Requirements & Performance of the registration and automated removal of bone-like structures of the predicate were evaluated:
Segmentation functionality accuracy was validated as part of the filing for the predicate device IMPAX Volume Viewing 3.0 (K133135). This algorithm for segmentation was reused in IMPAX Agility; therefore, it was determined that a simple regression test to confirm the algorithm was integrated correctly would be sufficient to confirm substantial equivalence. Regression testing for bone removal was performed by an Agfa HealthCare employee who is a qualified medical professional. The testing consisted of comparing the accuracy of segmentation bone removal in IMPAX Agility compared to the predicate device IMPAX Volume Viewing 3.0 (K133135). All results met acceptance criteria.
- 2. Automatic spine labeling and 3D registration vas carried out by three medical professionals at Agfa's testing lab in Belgium. Users evaluated the performance of the device with anonymized studies under a number of relevant workflows. Validation activities did not involve any patient treatment.
Objectives of the automatic spine labeling validation were to evaluate:
- The accuracy of the semi-automatically placed spine labels o
- The requirement of the user to confirm the accuracy of the semi-automatically o placed spine labels
Objectives of the 3D registration validation were to evaluate:
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- The registered viewport is able to be linked to the reference viewport O
- The data in the registration viewport is reformatted in such a way that the O orientation and position of both datasets are aligned and the number of slices in the registration viewport is equal to the number of slices within the reference viewport. Both datasets are linked for navigation, orientation, zoom and pan.
All results met acceptance criteria.
Laboratory data, stability and performance assessments, usability tests, and functionality evaluations conducted with qualified radiologists confirm that performance is equivalent to the predicates.
The product, manufacturing and development processes conform to product safety and medical imaging standards including:
#### G. PRODUCT STANDARD
- 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
#### H. 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 a conventional PACS system previously released to the field.
For IMPAX Agility Image Area there are a total of 18 risks in the broadly acceptable region and 21 risks in the ALARP region with only two identified for this version. Zero risks were identified in the Not Acceptable Region. Therefore, the device is assumed to be safe, the benefits of the device are assumed to outweigh the residual risk.
The benefits of IMPAX Agility are:
- Image and information review capabilities are enhanced over what is offered by traditional film: .
- o Immediate access to all available prior patient studies.
- o Time independent access to patient records and information.
- Simultaneous access to multimodality, multi-departmental image review (a chest x-ray, O an, MRI, and CT for example).
- Improved resource utilization of both equipment and staff. .
- Improved communication between local and geographically separated healthcare O providers promoting collaborative care.
- Authorized Users are able to share same patient record and contribute to that record. O
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- . Distribution of clinical data either through digital access, distribution or hardcopy print.
The residual risk of each hazardous situation was analyzed and it was determined that the overall benefits to the patient outweigh the residual risks.
#### I. CONCLUSIONS
Agfa's IMPAX Agility system has an Indications For Use statement virtually identical the predicate device (K111945) and similar to the predicate devices (K133135 & K123920). The statements have been combined and simplified. Intended uses are the same. The devices have the same technological characteristics.
IMPAX Agility Indications For Use is equivalent to the predicate IMPAX Next Generation (K111945). Indications For Use and intended uses are the same. Both devices are indicated for mammography use, are used to render 3D, MIP, & MPR images, and utilizes MUSICA image reprocessing. Both IMPAX Agility and predicate device, IMPAX Volume Viewing 3.0 (K133135) are used to render 3D images. Both include image registration and segmentation functionality; however, IMPAX Volume Viewing 3.0 (K133135) is not indicated for mammography and IMPAX Agility is not intended for the visualization and measurement of vessel features. Both IMPAX Agility and the predicate device, Syngo.via (K123920) can be used to perform automatic spine labeling. However. Syngo.via (K123920) is not indicated for mammography. Differences in devices do not alter the intended diagnostic effect.
The modified device is similar to the predicate devices. It is a comprehensive PACS system that allows the user to view and manipulate 3D image data sets. This new version includes automatic spine labeling, segmentation and image registration. Differences in devices do not alter the intended diagnostic effect.
Principles of operation and technological characteristics of the new and predicate devices are the same. There is no change to the intended use of the device vs. the predicate devices.
Agfa's IMPAX Agility system is substantially equivalent to the predicate devices (K11194, K133135 & K123920) in that it uses precisely the same technology to capture, display, and process medical data. 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.
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
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.