K143079 · Vital Images, Inc. · LLZ · Dec 4, 2014 · Radiology
Device Facts
Record ID
K143079
Device Name
Endovascular Stent Planning Software
Applicant
Vital Images, Inc.
Product Code
LLZ · Radiology
Decision Date
Dec 4, 2014
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.2050
Device Class
Class 2
Attributes
Software as a Medical Device
Indications for Use
Vitrea® is a medical diagnostic system that allows the processing, review, analysis, communication and media interchange of multi-dimensional digital images acquired from a variety of imaging devices. Vitrea is not meant for primary image interpretation in mammography. Vitrea has the following additional indication: The Endovascular Stent Planning Software application is intended for use with CT (computed tomography) images to assist medical professionals in the analysis, treatment and follow-up of aortic vascular disorders that may require a stent procedure. The software provides 3D segmentation of the aorta and initializes stent measurements based on a template provided by the stent manufacturers. The user can review the 2D and 3D images, verify and correct the results of the segmentation and initialization, and generate a report with the stent measurements.
Device Story
Software application for CT image analysis in aortic vascular disorders; assists in stent procedure planning and follow-up. Inputs: CT images. Processing: Automated 3D segmentation of aorta; centerline extraction; initialization of measurements (diameters, lengths, angles, volumes) based on manufacturer-provided stent templates; clock angle tool for fenestrated stent planning. Outputs: 2D/3D visualizations, measurement reports, CSV data tables. Used in clinical settings by physicians (vascular surgeons/interventional cardiologists). Workflow: User reviews, verifies, and edits automated segmentation/measurements; generates reports. Benefits: Streamlined planning for complex aortic cases, including fenestrated stents; improved accuracy in measurement and communication of anatomical landmarks.
Clinical Evidence
No clinical data. Evidence consists of bench testing, including software verification, validation, and simulated usability testing by experienced medical professionals.
Technological Characteristics
Radiological image processing software; operates on the Vitrea platform. Features automated 3D segmentation, centerline extraction, and stent-graft template integration. Connectivity: DICOM standard compliant. Standards: ISO 14971:2007 (Risk Management), IEC 62304:2006 (Software Life Cycle), NEMA PS 3.1-3.20 (DICOM).
Indications for Use
Indicated for medical professionals analyzing, treating, and following up on aortic vascular disorders requiring stent procedures, using CT images. No specific age or gender restrictions.
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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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
December 4, 2014
Vital Images, Inc. % Mr. Parthiv Shah Sr. Regulatory Affairs Specialist 5850 Opus Parkway, Suite 300 MINNETONKA MN 55343
Re: K143079
Trade/Device Name: Endovascular Stent Planning Software Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: II Product Code: LLZ Dated: October 24, 2014 Received: October 27, 2014
Dear Mr. Shah:
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
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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## Indications for Use
510(k) Number (if known) K143079
Device Name Endovascular Stent Planning Software
### Indications for Use (Describe)
Vitrea® is a medical diagnostic system that allows the processing, review, analysis, communication and media interchange of multi-dimensional digital images acquired from a variety of imaging devices. Vitrea is not meant for primary image interpretation in mammography. Vitrea has the following additional indication:
The Endovascular Stent Planning Software application is intended for use with CT (computed tomography) images to assist medical professionals in the analysis, treatment and follow-up of aortic vascular disorders that may require a stent procedure. The software provides 3D segmentation of the aorta and initializes stent measurements based on a template provided by the stent manufacturers. The user can review the 2D and 3D images, verify and correct the results of the segmentation and initialization, and generate a report with the stent measurements.
Type of Use (Select one or both, as applicable)X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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Image /page/3/Picture/0 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the text "A Toshiba Medical Systems Group Company" in a smaller, red font. The dot on the "i" in "VITAL" is a circle.
# 510(k) Summary
This 510(k) summary is submitted in accordance with the requirements of 21 C.F.R. Part 807.92(c)
| Purpose of<br>Submission: | Vital Images, Inc. hereby submits this special 510(k) to provide a<br>notification submission for proposed software changes in the already<br>510(k) cleared Endovascular Stent Planning software (K091498). |
|-----------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Submitter: | Vital Images, Inc.<br>5850 Opus Parkway<br>Suite 300<br>Minnetonka, MN, 55343-4414 |
| Establishment<br>Registration: | 2134213 |
| Contact Person: | Parthiv Shah<br>Sr. Regulatory Affairs Specialist<br>Phone : 952-487-9574<br>Fax: 952-487-9510<br>E-mail: pshah@vitalimages.com |
| 510(k) Type: | Special |
| Summary Date: | October 24, 2014 |
| Device Trade Name: | Endovascular Stent Planning Software |
| Device Common<br>Name: | Radiological Image Processing Software |
| Device<br>Classification<br>Name: | System, Image Processing, Radiological |
| Regulatory<br>Description: | Picture Archiving and Communications System |
| Regulation Number: | 21 CFR 892.2050 |
| Product Code: | LLZ |
| Regulatory<br>Classification: | Class II |
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Image /page/4/Picture/0 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the phrase "A Toshiba Medical Systems Group Company" in a smaller, red font. The word "VITAL" is the main focus of the image, with the company affiliation provided as additional context.
### Predicate Device:
| Predicate Device | Manufacturer | FDA 510(k) number |
|----------------------------------------------------------|--------------------|-------------------|
| Endovascular Stent Planning<br>(Legally Marketed Device) | Vital Images, Inc. | K091498 |
### Device Description:
The Endovascular Stent Planning software is intended for use with CT (computed tomography) images to assist medical professionals in the analysis, treatment and follow-up of aortic vascular disorders that may require a stent procedure. The endovascular stent planning application module enables visualization and measurements of the aortic vessel for evaluation, treatment and follow up for aortic vascular disorders that may require a stent procedure. The software performs automated 3D segmentation of the aorta and initializes stent measurements based on a template provided by the stent manufacturers. The physicians can review the 2D and 3D images, verify and correct the results of the segmentation and initialization, and generate a report with the stent measurements, in a fast and efficient manner.
The software provides imaging information as an assist to the physician. The software does not provide diagnostic information or determine recommended medical care. In summary, the software provides:
- Automated segmentation of the aortic vessel, including thrombus with centerline . and contour editing tools
- . Stent-graft templates for abdominal and thoracic aortic aneurysms
- User-quided workflow with automated identification of anatomical landmarks and automated initialization of endovascular measurements (diameters, lengths, angles, volumes) based on the stent template selection, with easy centerline and contour editing tools
- Auto-populated reporting worksheet with selected stent template measurements ●
- Key measurements that helps medical professionals to identify location of . fenestrations to support fenestrated stent planning by adding the clock angle tool and the clock angle overlay functionality
- . Create new, add/or modify, stent planning templates with the Custom Device Template Editor
- Data tables export results to CSV ●
- Multi-study support for longitudinal comparison ●
- 3D measurement overview for streamlined communication of results ●
- Volume measurements for pre and post aneurysmal size measurement ●
- Workflows for pre-treatment (stent, surgery) planning and post-treatment follow ● up, including a side-by-side comparative review layout and longitudinal measurements
### Intended Use / Indications for Use:
Vitrea is a medical diagnostic system that allows the processing, review, analysis, communication and media interchange of multi-dimensional digital images acquired from a variety of imaging devices. Vitrea is not meant for primary image interpretation in mammography. Vitrea has the following additional indication:
The Endovascular Stent Planning Software application is intended for use with CT (computed tomography) images to assist medical professionals in the analysis, treatment and follow-up of aortic vascular disorders that may require a stent procedure. The software provides 3D
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segmentation of the aorta and initializes stent measurements based on a template provided by the stent manufacturers. The user can review the 2D and 3D images, verify and correct the results of the segmentation and initialization, and generate a report with the stent measurements.
### Rationale for Adding Clock Angle Tool in the Software
Typically, a vascular surgeon or interventional cardiologist is responsible for all necessary stent planning procedures, which includes identifying necessary anatomical measurements from patient's CT scan data for proper size stent selection including fenestrated stents, which is required for patients whose aneurysm begins close to the renal arteries (i.e. an inadequate length of suitable aorta for the standard stent.) The surgeon/ cardiologist prefer to have a "Clock Angle" tool in the software that can provide additional measurements required to fill order sheet for ordering fenestrated stent.
The clock angle tool provides a special set of measurements required on fenestrated stent sizing worksheet. The Clock Angle tool provides a time relative to a noon marker. This provides information for designating vessel locations relative to a common frame of reference.
Generally, the responsible surgeon/cardiologist and manufacturer will re-verify software provided measurements by other standardized methods before finalizing fenestrated stent sizing for a patient.
### Intended for Disease / Condition / Patient Population:
The Endovascular Stent Planning Software application is intended for assisting medical professionals in the analysis, treatment and follow-up of aortic vascular disorders that may require a stent procedure.
### Substantial Equivalence Comparison:
| Criteria | Legally Marketed Device<br>Endovascular Stent Planning<br>Software (K091498) | Modified Subject<br>Device | Comparison |
|---------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------|
| Device Type /<br>Classification Name | System, Image Processing,<br>Radiological | System, Image<br>Processing,<br>Radiological | Same |
| Common Name | Radiological Image<br>Processing Software | Radiological Image<br>Processing Software | Same |
| Regulation /<br>Classification Number | 21 CFR 892.2050 | 21 CFR 892.2050 | Same |
| Product Code | LLZ | LLZ | Same |
| Classification | Class II | Class II | Same |
| Review Panel | Radiology | Radiology | Same |
| Criteria | Legally Marketed<br>Device<br>Endovascular Stent<br>Planning Software<br>(K091498) | Modified Subject<br>Device | Comparison |
| Indications for Use | Vitrea® is a medical<br>diagnostic system that<br>allows the processing,<br>review, analysis,<br>communication and<br>media interchange of<br>multi-dimensional<br>digital images<br>acquired from a<br>variety of imaging<br>devices. Vitrea is not<br>meant for primary<br>image interpretation in<br>mammography. Vitrea<br>has the following<br>additional indication:<br> | Vitrea® is a medical<br>diagnostic system that<br>allows the processing,<br>review, analysis,<br>communication and<br>media interchange of<br>multi-dimensional<br>digital images<br>acquired from a<br>variety of imaging<br>devices. Vitrea is not<br>meant for primary<br>image interpretation in<br>mammography. Vitrea<br>has the following<br>additional indication:<br><br>The Endovascular<br>Stent Planning<br>Software application is<br>intended for use with<br>CT (computed<br>tomography) images<br>to assist medical<br>professionals in the<br>analysis, treatment<br>and follow-up of aortic<br>vascular disorders that<br>may require a stent<br>procedure. The<br>software provides 3D<br>segmentation of the<br>aorta and initializes<br>stent measurements<br>based on a template<br>provided by the stent<br>manufacturers. | Same |
| Criteria | Legally Marketed<br>Device<br>Endovascular Stent<br>Planning Software<br>(K091498) | Modified Subject<br>Device | Comparison |
| | The user can review<br>the 2D and 3D<br>images, verify and<br>correct the results of<br>the segmentation and<br>initialization, and<br>generate a report with<br>the stent<br>measurements. | The user can review<br>the 2D and 3D<br>images, verify and<br>correct the results of<br>the segmentation and<br>initialization, and<br>generate a report with<br>the stent<br>measurements. | |
#### Regulatory Comparison .
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#### Intended Use Comparison ●
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Image /page/7/Picture/0 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the text "A Toshiba Medical Systems Group Company" in a smaller, red font. The text is centered below the word "VITAL".
#### Technology Comparison ●
| Feature | Legally Marketed<br>Device<br>Endovascular Stent<br>Planning Software<br>(K091498) | Modified Subject<br>Device | Comparison |
|--------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------|---------------------------------|------------|
| Vessel segmentation<br>of the aortic vessel,<br>including thrombus<br>and centerline<br>extraction | Yes | Yes | Same |
| Custom or<br>manufacture stent<br>graft specific<br>worksheet templates | Yes | Yes | Same |
| Yes<br>Initialization of<br>endovascular<br>measurements | | Yes | Same |
| Display of image side<br>Yes<br>by side in 3D and<br>MPR | | Yes | Same |
| Yes<br>Manual centerline<br>and contour editing<br>tools | | Yes | Same |
| Feature | Legally Marketed Device<br>Endovascular Stent<br>Planning Software<br>(K091498) | Modified Subject<br>Device | Comparison |
| Sequential viewing | Yes | Yes | Same |
| Diameter, Area,<br>Lengths, Stenosis<br>measurements | Yes | Yes | Same |
| Tortuosity, Angle,<br>Volume<br>measurements | Yes | Yes | Same |
| Intensity (HU) based<br>color coding of vessel<br>lumen and wall<br>regions | Yes | Yes | Same |
| DICOM Modality | CT | CT | Same |
| Hardware<br>Requirements | Identical to Vitrea<br>platform | Identical to Vitrea<br>platform | Same |
| Software<br>Requirements | Identical to Vitrea<br>platform | Identical to Vitrea<br>platform | Same |
| Tool: Ruler<br>It provides a length<br>measurement<br>between 2<br>points. Used<br>commonly for<br>diameters of vessels. | Yes | Yes | Same |
| Tool: Length<br>It provides a length<br>between 2 centerline<br>points along the<br>centerline. | Yes | Yes | Same |
| Feature | Legally Marketed<br>Device<br>Endovascular Stent<br>Planning Software<br>(K091498) | Modified Subject<br>Device | Comparison |
| Tool: Angle<br>It provides an angle in<br>degrees derived from<br>3 points which create<br>2 line segments. | Yes | Yes | Same |
| Tool: Volume<br>It provides a volume<br>of a given region by<br>adding all the voxels<br>contained within the<br>region of interest. | Yes | Yes | Same |
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Image /page/8/Picture/0 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the text "A Toshiba Medical Systems Group Company" in a smaller, red font. The text is centered below the word "VITAL".
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Image /page/9/Picture/0 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the phrase "A Toshiba Medical Systems Group Company" in a smaller, red font. The word "VITAL" is the main focus of the image, with the company affiliation provided as additional context.
#### ● Differences in Technology
| Feature | Legally Marketed<br>Device<br>Endovascular Stent<br>Planning Software<br>(K091498) | Modified Subject<br>Device | Comparison |
|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------|----------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Tool: Clock Angle<br>It provides a time<br>relative to a noon<br>marker. This is a way<br>of designating vessel<br>locations relative to a<br>common frame of<br>reference. | No | Yes | The added feature<br>does not affect the<br>intended use or<br>fundamental scientific<br>technology of already<br>cleared Endovascular<br>Stent Planning<br>Software (K091498). |
#### ● Substantial Equivalence Analysis
The addition of Clock Angle tool and related measurements do not affect the intended use or alter the fundamental scientific technology of legally marketed Endovascular Stent Planning software (K091498). The modified Endovascular Stent Planning software has the same indications for use, principle of operation, and performs the same technological functions as already cleared Endovascular Stent Planning software - K091498 (Predicate Device). The modifications are not consequential from the standpoint of device operation, safety, effectiveness or intended use.
Any minor differences noted have been explained and do not raise any new questions of safety or effectiveness when used as labeled. The implemented design mitigations,
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Image /page/10/Picture/1 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the phrase "A Toshiba Medical Systems Group Company" in a smaller, red font. The text is centered and the background is white. The logo is simple and modern.
labeling, and the performed verification and validation tests demonstrate the safety and efficacy of the device is equivalent to the predicate device. Based on the comparison data and test data. Vital Images believes the subject device should be found substantially equivalent to the predicate device.
### Summary of Non-Clinical Tests:
The changes to the Endovascular Stent Planning software was designed developed and tested according to written procedures that included applying risk management. Software testing was completed to ensure the new feature operates according to its requirements.
Testing included verification, validation, and evaluation on previously acquired medical images. The following quality assurance measures were applied to the development:
- Risk Management
- . Requirements reviews
- Code designs ●
- Code reviews .
- Design reviews ●
- Verification of the software - that included performance, phantom, and safety testing
- Validation of the software that included simulated usability testing by independent ● experienced medical professionals.
### Risk Management:
Each risk pertaining to this feature has been individually assessed to determine if the benefits outweigh the risk. Every risk has been reduced as low as possible and has been evaluated to have a probability of occurrence of harm of "Improbable." All risks for this feature were collectively reviewed to determine if the benefits outweigh the risk. Based on the post market information contained in our Clinical Evaluation Report, injury or death is very rare for our product and products similar to ours. Because of this history and because of the risk control measures included in this feature, it is believed that the risk for the feature as a whole is extremely low. Taking into account all risks against the benefits of this feature, it has been assessed that the benefits do outweigh the risks for this feature.
During the design review, the following conclusions were reached:
- All risks were reduced as low as possible ●
- The medical benefits of the device outweigh the residual risk for each individual risk ● and all risks together
- o The overall residual risk for the project is deemed acceptable
### Verification:
The software verification team's primary goal was to assure that the software fully satisfies all expected system requirements and features. Test cases were executed against the system features and requirements. As a part of creating the test cases, the verification team reviewed and monitored the Requirements Traceability Matrix ("RTM") to ensure coverage of the items within the RTM.
### Validation:
The software validation team's primary goal was assuring the software conforms to user needs and intended use. The validation team conducted workflow testing that provided evidence that the system requirements and features were implemented, reviewed and met.
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Image /page/11/Picture/1 description: The image shows the word "VITAL" in large, bold, black letters. Below the word "VITAL" is the phrase "A Toshiba Medical Systems Group Company" in a smaller, red font. The word "VITAL" is the main focus of the image, with the company affiliation provided as additional context.
### External Validation:
During external validation of enhanced Endovascular Stent Planning software, experienced medical professionals evaluated the application. Both validators confirmed that the Fenestrated Stent Planning using Endovascular Stent Planning software was safe and effective and met the intended use of assisting medical professionals in the analysis, treatment, and follow-up of aortic vascular disorders that may require a stent procedure.
### Summary of Clinical Tests:
The subject of special 510(k) notification, Endovascular Stent Planning software, did not require clinical studies to support safety and effectiveness of the software.
### Cyber and Information Security:
- Confidentiality .
The Vitrea platform (K071331) relies on built in Windows Login security to limit access to the system. The Vitrea platform can only be installed and configured by an administrator of the Windows machine.
- . Intearitv
The Vitrea platform complies with the DICOM standard for transfer and storage of this data and does not modify the contents of DICOM instances. The Vitrea platform identifies the data it produces, marking and encoding the appropriate DICOM fields.
- o Availabilitv
The Vitrea platform is always available to the logged on user as long as the Windows machine itself is properly maintained.
- Accountability
The Vitrea platform includes an audit capability that enables accountability by tracking authenticated and authorized user operations along with information accessed. Vitrea audit logs are time stamped, enabling correlation with Windows system logging to track information accessed by a user.
### Performance Standards:
The FDA has not established mandatory performance standards and no special controls exist for this device. General software verification and validation tests were conducted to confirm proper function of the device's features.
The Endovascular Stent Planning software complies with the following voluntary recognized consensus standards:
| Standard No. | Standards<br>Organization | Standard Title | Version | Date |
|----------------------------------------------------------|---------------------------|---------------------------------------------------------------------------------|---------|------------|
| PS 3.1- 3.20<br>(2011)<br>(Recognition<br>Number 12-238) | NEMA | Digital Imaging and<br>Communications in<br>Medicine (DICOM) Set<br>(Radiology) | 3 | 03/16/2012 |
| ISO 14971:2007<br>(Recognition<br>Number 5-70) | AAMI / ANSI<br>/ ISO | Medical Devices -<br>Applications of Risk<br>Management to Medical<br>Devices | 2007 | 03/16/2012 |
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| Standard No. | Standards<br>Organization | Standard Title | Version | Date |
|-------------------------------------------------|---------------------------|-------------------------------------------------------------------------------------------|---------|------------|
| IEC 62304:2006<br>(Recognition<br>Number 13-32) | AAMI / ANSI<br>/ IEC | Medical Device Software -<br>Software Life Cycle<br>Processes (Software /<br>Informatics) | 2006 | 08/20/2012 |
### Conclusion:
Vital Images believes that Endovascular Stent Planning software application has a substantially equivalent intended use, indications for use, principle of operation, and technological characteristics as the predicate device. Any minor differences noted have been explained and do not raise any new questions of safety or effectiveness as the predicate device. The implemented design mitigations, labeling, and performed tests demonstrate the safety and efficacy of the device in comparison to the predicate device. Based on the comparison data and test data Vital Images believes, the subject device should be found substantially equivalent to the predicate device. The Endovascular Stent Planning software device is as safe and effective as the predicate device.
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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.
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.