K241569 · Siemens Medical Solutions USA, Inc. · LLZ · Oct 11, 2024 · Radiology
Device Facts
Record ID
K241569
Device Name
syngo Application Software
Applicant
Siemens Medical Solutions USA, Inc.
Product Code
LLZ · Radiology
Decision Date
Oct 11, 2024
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.2050
Device Class
Class 2
Indications for Use
The syngo Application Software is a medical software for real-time viewing, image manipulation, 3Dvisualization, communication, and storage of medical images and data on exchange media. It is used for diagnostic image viewing and postprocessing and postprocessing during interventional procedures. The syngo Application Software can be deployed on independent hardware such as a stand-alone diagnostic review, postprocessing, and reporting workstation. It can also be configured within a network to send and receive DICOM data. Furthermore, the syngo Application Software can be deployed on systems of the Siemens Healthineers Angiography system family. It provides image guided solutions in the operating room, for image guided surgery, by image fusion and by navigation systems, image guided solutions in interventional cardiology and electrophysiology and image guided solutions for interventional oncology, interventional radiology, and interventional neuroradiology. The syngo Application Software can also be combined with fluoroscopy systems or radiographic systems. The syngo Application Software can be configured with a variety of syngo or Windows-based software options, which are intended to assist the physician in diagnosis, treatment planning and treatment control. It includes commercially available postprocessing techniques and OEM options. Procedures that can be performed include: minimally invasive surgical procedures and minimally invasive tumor treatment.
Device Story
Medical software for real-time viewing, manipulation, 3D visualization, communication, and storage of medical images; deployed on standalone workstations, networked systems, or integrated into Siemens angiography, fluoroscopy, or radiographic systems. Used by physicians in ORs, interventional suites, and radiology departments for image-guided surgery, oncology, cardiology, and neuroradiology. Inputs include DICOM medical image data; software transforms inputs via post-processing techniques and navigation/fusion algorithms to assist in diagnosis, treatment planning, and treatment control. Outputs displayed on clinical monitors to guide minimally invasive procedures. Modifications include updated myNeedle Guide 'Progress Needle' steps and syngo Biplane 3D Roadmap features. Benefits include enhanced visualization and guidance for complex interventional procedures.
Clinical Evidence
Bench testing only. No clinical data presented. Verification and validation testing performed on updated software features (myNeedle Guide, Biplane 3D Roadmap). Results confirmed all software specifications met acceptance criteria and demonstrated safety and effectiveness equivalent to the predicate device.
Technological Characteristics
Medical image management and processing software; runs on PC hardware or integrated into X-ray/angiography systems. Connectivity via DICOM. Standards: ISO 14971 (risk management), ISO 15223-1 (symbols), IEC 82304-1 (health software), IEC 62304 (lifecycle), IEC 62366-1 (usability), IEC 80001-1 (IT networks), IEC 81001-5-1 (security), ANSI UL 2900-1/2-1 (cybersecurity). Software level of concern: Basic.
Indications for Use
Indicated for diagnostic image viewing, postprocessing, and interventional procedure support (surgery, cardiology, electrophysiology, oncology, radiology, neuroradiology). Intended for use by healthcare professionals for diagnosis, treatment planning, and treatment control in minimally invasive procedures.
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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October 11, 2024
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Siemens Medical Solutions USA, Inc % Patricia Jones Regulatory Affairs Professional 40 Liberty Boulevard MALVERN, PA 19355
Re: K241569
Trade/Device Name: syngo Application Software Regulation Number: 21 CFR 892.2050 Regulation Name: Medical Image Management And Processing System Regulatory Class: Class II Product Code: LLZ Dated: May 31, 2024 Received: May 31, 2024
Dear Patricia Jones:
We have reviewed your section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (the Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database available at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
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Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review. the OS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-device-advicecomprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn).
Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-deviceadvice-comprehensive-regulatory-assistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
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for
Lu Jiang Assistant Director Diagnostic X-ray Systems Team DHT8B: Division of Radiologic Imaging Devices and Electronic Products OHT8: Office of Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
Submission Number (if known)
K241569
Device Name
syngo Application Software
## Indications for Use (Describe)
The syngo Application Software is a medical software for real-time viewing, image manipulation, 3Dvisualization, communication, and storage of medical images and data on exchange media. It is used for diagnostic image viewing and postprocessing and postprocessing during interventional procedures.
The syngo Application Software can be deployed on independent hardware such as a stand-alone diagnostic review, postprocessing, and reporting workstation. It can also be configured within a network to send and receive DICOM data.
Furthermore, the syngo Application Software can be deployed on systems of the Siemens Healthineers Angiography system family.
It provides image guided solutions in the operating room, for image guided surgery, by image fusion and by navigation systems, image guided solutions in interventional cardiology and electrophysiology and image guided solutions for interventional oncology, interventional radiology, and interventional neuroradiology.
The syngo Application Software can also be combined with fluoroscopy systems or radiographic systems.
The syngo Application Software can be configured with a variety of syngo or Windows-based software options, which are intended to assist the physician in diagnosis, treatment planning and treatment control. It includes commercially available postprocessing techniques and OEM options.
Procedures that can be performed include: minimally invasive surgical procedures and minimally invasive tumor treatment.
Type of Use (Select one or both, as applicable)
| Prescription Use (Part 21 CFR 801 Subpart D)
-Counter Use (21 CFR 801 Subpart C)
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Image /page/4/Picture/0 description: The image shows the Siemens Healthineers logo. The word "SIEMENS" is in teal, and the word "Healthineers" is in orange. To the right of the word "Healthineers" is a graphic of orange dots arranged in a circular pattern.
# 510(k) Summary: syngo Application Software 510(k) #: K241569
Company: Siemens Medical Solutions USA, Inc. 40 Liberty Boulevard. Malvern, PA 19355
Date of Preparation: October 11, 2024
This 510(k) summary of safety and effectiveness information is being submitted in accordance with the requirements of SMDA 1990 and 21 CFR § 807.92.
- 1. General Information: lmporter / Distributor: Siemens Medical Systems USA, Inc. 40 Liberty Boulevard, Malvern, PA 19355 Establishment Registration Number: 2240869
Manufacturing Site: Siemens Healthcare GmbH Siemensstr. 1 91301 Forchheim, Germany Establishment Registration Number: 3004977335
- 2. Contact Person:
Ms. Patricia D Jones Regulatory Affairs Professional Siemens Medical Solutions USA, Inc. 40 Liberty Boulevard Malvern, PA 19355 Phone: (678) 575-8832 Email: patricia.jones@siemens-healthineers.com
### 3. Device Name and Classification:
Trade Name: Classification Name: Classification Panel: Classification Regulation: Device Class: Product Code:
syngo Application Software Medical Image Management and Processing System Radiology 21 CFR §892. 2050 Class II LLZ
- 4. Legally Marketed Predicate Device Trade Name: syngo Application Software 510(k) Clearance K230955 Clearance Date 12/20/2023
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Image /page/5/Picture/0 description: The image contains the logo for Siemens Healthineers. The word "SIEMENS" is written in teal, and the word "Healthineers" is written in orange below it. To the right of the text is a graphic of orange dots arranged in a circular pattern.
Classification Name: Classification Panel: Classification Regulation: Device Class: Product Code: Recall Information:
Medical Image Management and Processing System Radiology 21 CFR §892. 2050 Class II LLZ This predicate device has not been the subject of any design-related recalls.
### 5. Device Description:
The "syngo Application Software" is medical diagnostic software for real-time viewing, diagnostic review, post-processing image manipulation, communication, reporting, and storage of medical images and data on exchange media. It provides imageguided solutions in the operating room, for image-quided surgery, by Image Fusion and by navigation systems, image-guided solutions in interventional cardiology and electrophysiology, and image-guided solutions for interventional oncology, interventional radiology, and interventional neuroradiology. It can be deployed with a variety of syngo or Windows-based software options, which are intended to assist the physician in the evaluation of digital radiographic examinations, including diagnosis and/or treatment planning.
Siemens "syngo Application Software" is designed to work with digital radiographic, fluoroscopic, interventional, and angiographic systems.
Siemens Medical Solutions USA, Inc. hereby submits this Traditional 510(k) to request clearance to market the following modifications:
- 1. Updated Software VE30A to VE40C
- A. Updated myNeedle Guide "Progress Needle" steps with an additional "couple A+B" button (Software feature for ARTIS icono biplane only)
- B. Updated syngo Biplane 3D Roadmap feature
- 2. Product Claims List
The "syngo Application Software" may be installed either on Siemens released PC hardware, on Siemens X-ray systems, or on Siemens angiography systems. The "syngo Application Software" is within the same classification and the intended use and the general Indications for Use Statement for Siemens' Medical Image Management and Processing System remains the same except for a minor grammatical change (inclusion of "Healthineers").
### 6. Indications for Use:
The syngo Application Software is a medical software for real-time viewing, image manipulation, 3D visualization, communication, and storage of medical images and data on exchange media. It is used for diagnostic image viewing and postprocessing and for viewing and postprocessing during interventional procedures.
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Image /page/6/Picture/0 description: The image shows the logo for Siemens Healthineers. The word "SIEMENS" is written in teal, and the word "Healthineers" is written in orange. To the right of the words is a graphic of orange dots arranged in a circular pattern.
The syngo Application Software can be deployed on independent hardware such as a stand-alone diagnostic review, postprocessing, and reporting workstation. It can also be configured within a network to send and receive DICOM data.
Furthermore, the syngo Application Software can be deployed on systems of the Siemens Healthineers Angiography system family. It provides image-quided solutions in the operating room, for image-quided surgery, by image fusion and by navigation systems, image-quided solutions in interventional cardiology and electrophysiology, and imageguided solutions for interventional oncology, interventional radiology, and interventional neuroradiology.
The syngo Application Software can also be combined with fluoroscopy systems or radiographic systems.
The syngo Application Software can be configured with a variety of syngo or Windowsbased software options, which are intended to assist the physician in the diagnosis, treatment planning, and treatment control. It includes commercially available postprocessing techniques and OEM options.
Procedures that can be performed include minimally invasive surgical procedures and minimally invasive tumor treatment.
### 7. Summary of Technological Characteristics of the Subject Device as Compared with the Predicate Device:
The subject device has the same intended use as the predicate device. Besides the proposed device modifications, the Subject Device has the same functionality and technology. Therefore the subject device is considered substantially equivalent to the commercially available Siemens' "syngo Application Software" (VE30).
All software components of the subject device are the same as the ones from the predicate device except for the new optional software applications as presented in the table below:
| Modifications | Subject Device<br>syngo Application Software | Predicate Device<br>syngo Application Software (VE30A)<br>K230955 | Comparison Results |
|------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| New System<br>Software/<br>Changes | 1. Updated <i>syngo</i> Application<br>Software from VE30A to<br>VE40C<br>A. Updated myNeedle<br>Guide “Progress<br>Needle” steps with an<br>additional “couple A+B”<br>button (Software feature | <i>syngo</i> Application<br>Software<br><i>syngo</i> myNeedle Guide | Modified:<br>Software VE40C was<br>updated to support<br>modifications 1A &B. All<br>Software modifications<br>conform to “Guidance<br>for the Content of<br>Premarket Submissions<br>for Device Software |
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Image /page/7/Picture/0 description: The image shows the logo for Siemens Healthineers. The word "SIEMENS" is written in teal, and the word "Healthineers" is written in orange below it. To the right of the word "Healthineers" is a cluster of orange dots.
| Modifications | Subject Device<br>syngo Application Software | Predicate Device<br>syngo Application<br>Software (VE30A)<br>K230955 | Comparison<br>Results |
|---------------|------------------------------------------------|----------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | for ARTIS icono biplane<br>only) | | Functions"". Provided in<br>the software section of<br>eStar is all required<br>software testing per<br>software<br>guidance<br>"Basic Level". |
| | Updated syngo<br>Biplane 3D Roadmap<br>feature | syngo 3D Roadmap | Provided in the Non-<br>Clinical Testing Section<br>of eStar are Bench Test<br>Summaries.<br>Bench<br>tests were conducted<br>and were found<br>acceptable and did not<br>raise any new issues of<br>safety or effectiveness. |
| | | | All software validation<br>data demonstrates that<br>the Subject device is as<br>safe and effective when<br>compared to the<br>Predicate Device that is<br>currently marketed for<br>the same intended use.<br>All test results met all<br>acceptance criteria. |
The Subject Device modifications do not alter the fundamental scientific technology from the 510(k) cleared predicate device Siemens' "syngo Application Software" (VE30A), K230955.
### 8. Nonclinical Performance Testing:
Non-clinical tests were conducted for the "syngo Application Software" during product development.
| Recognition<br>Number | Product<br>Area | Title of Standard | Reference<br>Number<br>and Date | Publication<br>Date | Standards<br>Development<br>Organization |
|-----------------------|--------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------|---------------------|------------------------------------------|
| 5-125 | General | Medical devices - Application of<br>risk management to medical<br>devices | 14971 | 2019 | ISO |
| 5-134 | General | Medical devices - Symbols to<br>be used with medical device<br>labels, labeling, and | 15223-1 | 2021 | ISO |
| Recognition<br>Number | Product<br>Area | Title of Standard | Reference<br>Number<br>and Date | Publication<br>Date | Standards<br>Development<br>Organization |
| | | information to be supplied -<br>Part 1: General requirements | | | |
| 5-134 | General | Medical devices - Symbols to<br>be used with medical device<br>labels, labeling, and<br>information to be supplied -<br>Part 1: General requirements | 15223-1 | 2021 | ISO |
| 13-97 | Software/<br>Informatics | Health software - Part 1:<br>General requirements for<br>product safety | 82304-1 | 2016 | IEC |
| 13-79 | Software/<br>Informatics | Medical Device Software -<br>Software life-cycle process | 62304 | 2015 | IEC |
| 5-129 | General | Medical devices - Part 1<br>Application of usability<br>engineering to medical devices | 62366-1 | 2020 | IEC |
| 13-38 | Software/<br>Informatics | Application of risk management<br>for IT - networks incorporating<br>medical devices - Part 1:<br>Roles, responsibilities, and<br>activities | 80001-1 | 2010 | IEC |
| 13-122 | Software/<br>Informatics | Health software and health IT<br>systems safety, effectiveness<br>and security - Part 5-1: Security<br>- Activities in the product life<br>cycle | 81001-5-1 | 2021 | IEC |
| 12-349 | Radiology | Digital Imaging and<br>Communications in Medicine<br>(DICOM) Set | PS 3.1 | 2022 | NEMA |
| 13-96 | Software/<br>Informatics | Standard for Safety, Standard<br>for Software Cybersecurity<br>Network-Connectable<br>Products, Part 1: General<br>Requirements | 2900-1 | 2017 | ANSI UL |
| 13-104 | Software/<br>Informatics | Standard for Safety, Software<br>Cybersecurity for Network-<br>Connectable Products, Part 2-<br>1: Particular Requirements for<br>Network Connectable | 2900-2-1 | 2017 | ANSI UL |
Siemens claims conformance to the following performance standards:
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Image /page/8/Picture/0 description: The image shows the Siemens Healthineers logo. The word "SIEMENS" is in teal, and the word "Healthineers" is in orange. To the right of the word "Healthineers" are a series of orange dots arranged in a circular pattern.
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Image /page/9/Picture/0 description: The image shows the logo for Siemens Healthineers. The word "SIEMENS" is written in teal, and the word "Healthineers" is written in orange below it. To the right of the words is a graphic of orange dots in a circular pattern.
| Recognition<br>Number | Product<br>Area | Title of Standard | Reference<br>Number<br>and Date | Publication<br>Date | Standards<br>Development<br>Organization |
|-----------------------|-----------------|--------------------------------------------------|---------------------------------|---------------------|------------------------------------------|
| | | Components of Healthcare and<br>Wellness Systems | | | |
The modifications described in this Premarket Notification are supported with verification and validation testing.
## Software Verification and Validation:
Software documentation for a Basic Level of Concern software per FDA's Guidance Document "Guidance for the Content of Premarket Submissions for Device Software Functions" issued on June 14, 2023, and "Off-The-Shelf Software Use in Medical Devices" is also included as part of this submission. Non-clinical tests were conducted on "syngo Application Software" during product development.
The Risk analysis was completed, and risk control was implemented to mitigate identified hazards. The testing results support that all the software specifications have met the acceptance criteria. Testing for verification and validation of the device was found acceptable to support the claims of substantial equivalence.
The Human Factor Usability Validation showed no safety-relevant functions that need to be validated with a summative usability validation according to the IEC and FDA Guidelines. "syngo Application Software" is safe and effective for intended users, uses, and use environments through the design control verification and validation process. No further risk mitigations are necessary.
Siemens conforms to the cybersecurity requirements by implementing a process of preventing unauthorized access, modifications, misuse, or denial of use, or the unauthorized use of information that is stored, accessed, or transferred from a medical device to an external recipient. Provided in this submission is a cybersecurity statement that considers IEC 80001-1:2010. The responsibility for compliance with IEC 80001-1:2010 is the hospital. Provided in the Software Section is the required cybersecurity information.
## Summary of Performance Testing Data:
Tests were conducted in support of the new/updated functionalities for the "syngo Application Software": Updated myNeedle Guide testing encompassed Biplane-Couple-A-B, Invoke Progress Needle Step: Only Messages Progress Needle No Needle or Registration; Switch Off Drive To BE-PV; and Switch Off Drive To BE-PV-Biplane Bulls Eye View-Biplane. Updated syngo Biplane 3D Roadmap testing encompassed: Overlay internal datasets biplane; Biplane Overlay Contour from VRT on Monitor of the Biplane Overlay 3DGraphics on Monitor; Alternative Flow Biplane; 2D/2D 3D Registration OV Basic Flow Overlay Assist Biplane; Overlay Assist Set Active Plane; and 2D2D3D Biplane Registration Modes Segment Selection. After transfer and integration, the SW/System
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Image /page/10/Picture/0 description: The image shows the logo for Siemens Healthineers. The word "SIEMENS" is written in teal, and the word "Healthineers" is written in orange. To the right of the word "Healthineers" is a cluster of orange dots.
will be carried out within the framework of SOP406 "Software Development" and cover compliance with IEC 62304.
Performance tests were conducted to test the functionality of the "syngo Application Software. These tests have been performed to assess the functionality of the Subject Device. The results of all conducted testing were found acceptable and did not raise any new issues of safety or effectiveness.
All software validation data demonstrates that the Subject Device is as safe and effective when compared to the Predicate Device that is currently marketed for the same intended use.
## Performance Verification/Validation & Test Report Summaries:
All updated and new syngo Application software features performance functionality has been tested and validated.
In summary, All conducted test results passed. Software validation data demonstrates that the Subject Device is as safe and effective when compared to the Predicate Device.
The comparison of technological characteristics, non-clinical performance data, Human Factor Usability data, and software validation data demonstrates that the Subject Device is as safe, and effective when compared to the Predicate Device that is currently marketed for the same intended use.
### 9. General Safety and Effectiveness Concerns:
Instructions for use are included within the device labeling, and the information provided will enable the user to operate the device safely and effectively.
Risk management is ensured via a hazard analysis, which is used to identify potential hazards. These potential hazards are controlled via software development, verification, and validation testing. Furthermore, the operators are healthcare professionals familiar with and responsible for the evaluation and post-processing of medical images.
### 10. Conclusion as to Substantial Equivalence:
The predicate device "syngo Application Software" (VE30A), K230955, was cleared based on non-clinical supportive information. Similar non-clinical test results demonstrate that the subject device's "syngo Application Software" acceptance criteria are adequate for the intended use of the device. The comparison of technological characteristics, nonclinical performance data, clinical images, and software validation data demonstrates that the subject device is as safe, and effective when compared to the predicate device that is currently marketed for the same intended use.
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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.