K202213 · Siemens Medical Solutions USA, Inc. · JAK · Oct 11, 2020 · Radiology
Device Facts
Record ID
K202213
Device Name
syngo.CT Neuro Perfusion
Applicant
Siemens Medical Solutions USA, Inc.
Product Code
JAK · Radiology
Decision Date
Oct 11, 2020
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.1750
Device Class
Class 2
Attributes
Software as a Medical Device, Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K202213 · Oct 11, 2020
syngo.CT Neuro Perfusion
Siemens Medical Solutions USA, Inc.
Retrospective clinical cohort of acute ischemic stroke patients; Routine clinical CT perfusion imaging data
The sponsor used a retrospective clinical study to demonstrate the substantial equivalence of the new software parameters (Hypoperfused Area and Mismatch Ratio) by comparing performance against a reference device (iSchemaView RAPID) using real-world patient imaging data.
Bathla et al. (2020): Comparing the Outcomes of Two Independent CT Perfusion Softwares and Their Impact on Therapeutic Decisions in Acute Ischemic Stroke; Retrospective cohort study; Study Period: January 2017 - December 2018
Patients presenting with acute ischemic stroke (AIS) between January 2017 and December 2018; Sample Size: 118 patients (62 in MT group, 56 in NMT group); Number of Sites: Single center
iSchemaView RAPID (Reference Device)
Concordance in 'go versus no-go' decisions for mechanical thrombectomy; comparison of core infarct and hypoperfused area volumes
Indications for Use
The syngo. CT Neuro Perfusion software package is designed to evaluate areas of brain perfusion. The software processes images or volumes that were reconstructed from continuously acquired CT data after the injection of contrast media. It generates the following result volumes: - . Cerebral blood flow (CBF) - Cerebral blood volume (CBV) . - Local bolus timing (time to start (TTS), time to peak (TTP), time to drain (TTD)) . - Mean transit time (MTT) . - o Transit time to the center of the IRF (TMax) - . Flow extraction product (permeability) - . Temporal MIP - . Temporal Average - . Baseline Volume - Modified dynamic input data . The software allows the calculation of mirrored regions of interest and the visual inspection of time attenuation curves. One clinical application is to visualize the apparent blood perfusion and to calculate Hypoperfused Area and Mismatch Ratio in the brain tissue affected by acute stroke. Areas of decreased perfusion appear as areas of changed signal intensity: - · Lower signal intensity for CBF and CBV - · Higher signal intensity for TTP, TTD, MTT, and TMax A second application is to visualize blood brain barrier disturbances by modeling extra-vascular leakage of blood into the interstitial space. This additional capability may improve the differential diagnosis of brain tumors and may be helpful in therapy monitoring.
Device Story
Software processes dynamic CT images acquired post-contrast injection; transforms data into perfusion maps including CBF, CBV, MTT, TTP, TTD, TMax, and permeability. Calculates Hypoperfused Area and Mismatch Ratio for acute stroke assessment; visualizes blood-brain barrier disturbances for tumor diagnosis/therapy monitoring. Used in clinical settings by physicians/technicians. Output displayed as color-coded overlays on temporal MIP images, time attenuation curves, and statistical values. Assists clinicians in identifying tissue at risk and non-viable tissue; supports 'go/no-go' decisions for mechanical thrombectomy.
Clinical Evidence
No new clinical trials conducted. Evidence relies on published literature (Bathla et al. 2019, 2020) comparing subject device outputs to reference device (RAPID). Study included 74 MT and 73 NMT patients. Results showed high concordance (93.2% for perfusion alone, 99.1% with additional clinical criteria) in 'go/no-go' decisions for mechanical thrombectomy. ICC for hypoperfused area was 0.79. Bench testing and V&V activities confirmed software performance.
Technological Characteristics
Software-based post-processing of DICOM CT data. Features include rigid motion correction, 4D noise reduction, brain/HU segmentation, and normalization. Connectivity via DICOM. Standards: DICOM (PS 3.1-3.20), ISO 14971 (risk management), IEC 62304 (software lifecycle), IEC 62366-1 (usability).
Indications for Use
Indicated for evaluation of brain perfusion in patients with acute ischemic stroke or brain tumors. Used to visualize perfusion, calculate Hypoperfused Area and Mismatch Ratio, and assess blood-brain barrier disturbances.
Regulatory Classification
Identification
A computed tomography x-ray system is a diagnostic x-ray system intended to produce cross-sectional images of the body by computer reconstruction of x-ray transmission data from the same axial plane taken at different angles. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
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October 11, 2020
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Siemens Medical Solutions USA, Inc. % Ms. Veronica Padharia Regulatory Affairs Specialist 2501 N. Barrington Road HOFFMAN ESTATES IL 60192
Re: K202213
Trade/Device Name: syngo.CT Neuro Perfusion Regulation Number: 21 CFR 892.1750 Regulation Name: Computed tomography x-ray system Regulatory Class: Class II Product Code: JAK Dated: August 5, 2020 Received: August 6, 2020
Dear Ms. Padharia:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmp/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see
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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 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/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-device-advice-comprehensive-regulatoryassistance/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).
Sincerely,
For
Thalia T. Mills, Ph.D. Director Division of Radiological Health OHT7: Office of In Vitro Diagnostics and Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K202213
Device Name syngo.CT Neuro Perfusion
Indications for Use (Describe)
The syngo. CT Neuro Perfusion software package is designed to evaluate areas of brain perfusion. The software processes images or volumes that were reconstructed from continuously acquired CT data after the injection of contrast media.
It generates the following result volumes:
- . Cerebral blood flow (CBF)
- Cerebral blood volume (CBV) .
- Local bolus timing (time to start (TTS), time to peak (TTP), time to drain (TTD)) .
- Mean transit time (MTT) .
- o Transit time to the center of the IRF (TMax)
- . Flow extraction product (permeability)
- . Temporal MIP
- . Temporal Average
- . Baseline Volume
- Modified dynamic input data .
The software allows the calculation of mirrored regions of interest and the visual inspection of time attenuation curves. One clinical application is to visualize the apparent blood perfusion and to calculate Hypoperfused Area and Mismatch Ratio in the brain tissue affected by acute stroke.
Areas of decreased perfusion appear as areas of changed signal intensity:
- · Lower signal intensity for CBF and CBV
- · Higher signal intensity for TTP, TTD, MTT, and TMax
A second application is to visualize blood brain barrier disturbances by modeling extra-vascular leakage of blood into the interstitial space. This additional capability may improve the differential diagnosis of brain tumors and may be helpful in therapy monitoring.
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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# 510(K) SUMMARY FOR SYNGO.CT NEURO PERFUSION
#### Identification of the Submitter I.
#### Importer/Distributor
Siemens Medical Solutions USA, Inc. 40 Liberty Boulevard Malvern, PA 19355 Establishment Registration Number 2240869
### Manufacturing Site
Siemens Healthcare GmbH Siemensstr 1 D-91301 Forchheim, Germany
#### Establishment Registration Number 3004977335
#### Submitter Contact Person:
Veronica Padharia Regulatory Affairs Specialist, CNMT Siemens Medical Solutions USA, Inc. TEL: (630) 877-5761 FAX: (847) 304-6023 veronica.padharia@siemens-healthineers.com
#### Device Name and Classification II.
| Product Name: | syngo.CT Neuro Perfusion |
|-----------------------|----------------------------------|
| Propriety Trade Name: | syngo.CT Neuro Perfusion |
| Classification Name: | Computed Tomography X-ray System |
| Classification Panel: | Radiology |
| CFR Section: | 21 CFR §892.1750 |
| Device Class: | Class II |
| Product Code: | JAK |
# III. Predicate Device
#### Predicate Device
| Trade Name: | syngo.CT Neuro Perfusion |
|-----------------------|----------------------------------|
| 510(k) Number: | K163284 |
| Clearance Date: | 03/01/2017 |
| Classification Name: | Computed Tomography X-ray System |
| Classification Panel: | Radiology |
| CFR Section: | 21 CFR §892.1750 |
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| Device Class: | Class II |
|---------------|----------|
| Product Code: | JAK |
#### Reference Device
| Trade Name: | iSchemaView RAPID |
|-----------------------|----------------------------------------|
| 510(k) Number: | K182130 |
| Clearance Date: | 12/27/2018 |
| Classification Name: | System, Image Processing, Radiological |
| Classification Panel: | Radiology |
| CFR Section: | 21 CFR § 892.2050 |
| Device Class: | Class II |
| Product Code: | LLZ |
# IV. Device Description
The syngo. CT Neuro Perfusion software allows the quantitative evaluation of dynamic CT data of the brain acquired during the injection of a compact bolus of iodinated contrast material. It mainly aids in the early differential diagnosis of acute ischemic stroke. Blood-brain-barrier (BBB) imaging feature supports the diagnostic assessment of brain tumors.
By providing images of e.g. cerebral blood flow (CBF), cerebral blood volume (CBV), time to peak (TTP), and Mean Transit Time (MTT) from one set of dynamic CT images or volumes, syngo.CT Neuro Perfusion allows a quick and reliable assessment of the type and extent of cerebral perfusion disturbances, including fast evaluation of the tissue at risk and non-viable tissue in the brain. The underlying approaches for this application were cleared as part of the predicate device and remain unchanged in comparison to the predicate device
syngo.CT Neuro Perfusion allows simultaneous multi-slice processing and supports the workflow requirements in a stroke workflow. The availability of flow extraction product imaging extends the option to the diagnosis of brain tumors. A listing of device modifications as part of the new software version VB50 of syngo.CT Neuro Perfusion is as follows:
### Additional Parameters Hypoperfused Area and Mismatch Ratio:
These parameters are calculated based on NVT (non-viable tissue) and TAR (tissue at risk). Hypoperfused Area is calculated based on the sum of NVT and TAR while the Mismatch Ratio is calculated by dividing Hypoperfused Area by NVT.
#### V. Indications for Use
The syngo.CT Neuro Perfusion software package is designed to evaluate areas of brain perfusion. The software processes images or volumes that were reconstructed from continuously acquired CT data after the injection of contrast media.
It generates the following result volumes:
- Cerebral blood flow (CBF)
- Cerebral blood volume (CBV) ●
- Local bolus timing (time to start (TTS), time to peak (TTP), time to drain (TTD)) ●
- Mean transit time (MTT)
- Transit time to the center of the IRF (TMax)
- Flow extraction product (permeability) ●
- . Temporal MIP
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- Temporal Average
- Baseline Volume
- Modified dynamic input data
The software allows the calculation of mirrored regions of interest and the visual inspection of time attenuation curves. One clinical application is to visualize the apparent blood perfusion and to calculate Hypoperfused Area and Mismatch Ratio in the brain tissue affected by acute stroke.
Areas of decreased perfusion appear as areas of changed signal intensity:
- Lower signal intensity for CBF and CBV .
- Higher signal intensity for TTP, TTD, MTT, and TMax
A second application is to visualize blood brain barrier disturbances by modeling extra-vascular leakage of blood into the interstitial space. This additional capability may improve the differential diagnosis of brain tumors and may be helpful in therapy monitoring.
#### Comparison of the IFU Statement and Technological Characteristics with the VI. Predicate Device
This section compares the IFU statement as well as the technological characteristics with the predicate device, syngo.CT Neuro Perfusion (K163284), and the reference device, iSchemaView RAPID (K182130).
| Subject Device | Predicate Device | Reference Device |
|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Siemens syngo.CT Neuro<br>Perfusion<br>SOMARIS/8 VB50 | Siemens syngo.CT Neuro<br>Perfusion<br>SOMARIS/8 VB20, K163284 | iSchemaView RAPID<br>K182130 |
| The syngo.CT Neuro Perfusion<br>software package is designed to<br>evaluate areas of brain perfusion.<br>The software processes images or<br>volumes that were reconstructed<br>from continuously acquired CT data<br>after the injection of contrast media. | The syngo.CT Neuro Perfusion<br>software package is designed to<br>evaluate areas of brain perfusion.<br>The software processes images or<br>volumes that were reconstructed<br>from continuously acquired CT data<br>after the injection of contrast media. | iSchemaView's RAPID is an image<br>processing software package to be<br>used by trained professionals,<br>including but not limited to<br>physicians and medical technicians.<br>The software runs on a standard off- |
| It generates the following result<br>volumes:<br>• Cerebral blood flow (CBF)<br>• Cerebral blood volume (CBV)<br>• Local bolus timing (time to start<br>(TTS), time to peak (TTP), time | It generates the following result<br>volumes:<br>• Cerebral blood flow (CBF)<br>• Cerebral blood volume (CBV)<br>• Local bolus timing (time to start<br>(TTS), time to peak | the-shelf computer or a virtual<br>platform, such as VMware, and can<br>be used to perform image viewing,<br>processing and analysis of images.<br>Data and images are acquired<br>through DICOM compliant imaging<br>devices. |
| to drain (TTD))<br>• Mean transit time (MTT)<br>• Transit time to the center of the<br>IRF (TMax)<br>• Flow extraction product<br>(permeability)<br>• Temporal MIP<br>• Temporal Average<br>• Baseline Volume<br>• Modified dynamic input data | • (TTP), time to drain (TTD))<br>• Mean transit time (MTT)<br>• Transit time to the center of the<br>IRF (TMax)<br>• Flow extraction product<br>(permeability)<br>• Temporal MIP<br>• Temporal average<br>• Baseline volume<br>• Modified dynamic input data | The iSchemaView RAPID provides<br>both viewing and analysis<br>capabilities for functional and<br>dynamic imaging datasets acquired<br>with CT Perfusion (CT-P), CT<br>Angiography (CTA), and MRI<br>including a Diffusion Weighted MRI<br>(DWI) Module and a Dynamic<br>Analysis Module (dynamic contrast-<br>enhanced imaging data for MRI and<br>CT). |
| The software allows the calculation<br>of mirrored regions of interest and<br>the visual inspection of time<br>attenuation curves. One clinical | The software also allows the<br>calculation of mirrored regions or<br>volumes of interest and the visual | The DWI Module is used to visualize<br>local water diffusion properties from |
| application is to visualize the<br>apparent blood perfusion and to<br>calculate Hypoperfused Area and | inspection of time attenuation<br>curves. One clinical application is to<br>visualize the apparent blood | the analysis of diffusion weighted<br>MRI data. |
| Mismatch Ratio in the brain tissue<br>affected by acute stroke. | perfusion and the parameter<br>mismatch in brain tissue affected by<br>acute stroke. | The Dynamic Analysis Module is<br>used for visualization and analysis of<br>dynamic imaging data, showing |
| Areas of decreased perfusion appear<br>as areas of changed signal intensity:<br>• Lower signal intensity for CBF<br>and CBV<br>• Higher signal intensity for TTP,<br>TTD, MTT, and TMax | Areas of decreased perfusion appear<br>as areas of changed signal intensity:<br>• Lower signal intensity for CBF<br>and CBV<br>• Higher signal intensity for TTP,<br>TTD, MTT, and TMax | properties of changes in contrast over<br>time. This functionality includes<br>calculation of parameters related to<br>tissue flow (perfusion) and tissue<br>blood volume. |
| A second application is to visualize<br>blood brain barrier disturbances by<br>modeling extra-vascular leakage of<br>blood into the interstitial space. This<br>additional capability may improve<br>the differential diagnosis of brain<br>tumors and may be helpful in therapy<br>monitoring. | A second application is to visualize<br>blood brain barrier disturbances by<br>modeling extravascular leakage of<br>blood into the interstitial space. This<br>additional capability may improve<br>the differential diagnosis of brain<br>tumors and be helpful in therapy<br>monitoring. | RAPID CT-Perfusion and RAPID<br>MR-Perfusion can be used by<br>physicians to aid in the selection of<br>acute stroke patients (with known<br>occlusion of the intracranial internal<br>carotid artery or proximal middle<br>cerebral artery) for endovascular<br>thrombectomy. |
| | | Instructions for use of contrast agents<br>for this indication can be found in<br>Appendix A of the User's Manual.<br>Additional information for safe and<br>effective drug use is available in<br>productspecific iodinated CT and<br>gadolinium-based MR contrast drug<br>labeling. |
| | | In addition to the RAPID imaging<br>criteria, patients must meet the<br>clinical requirements for<br>thrombectomy, as assessed by the<br>physician, and have none of the<br>following contraindications or<br>exclusions. |
| | | Contraindications/Exclusions:<br>• Bolus Quality: absent or<br>inadequate bolus.<br>• Patient Motion: excessive<br>motion leading to artifacts that<br>make the scan technically<br>inadequate.<br>• Presence of Hemorrhage. |
#### IFU Comparison:
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#### Comparison of the IFU statement related to the Predicate Device syngo.CT Neuro Perfusion (K163284):
The IFU statement of the subject device includes both parameters Hypoperfused Area and Mismatch Ratio due to the significance in decision-making during the AIS clinical workflow. The sentence is as follows: "One clinical application is to visualize the apparent blood perfusion and to calculate Hypoperfused Area and Mismatch Ratio in the brain tissue affected by acute stroke". This is the relevant difference as compared to the predicate device.
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#### Comparison of the IFU statement related to the Reference Device iSchemaView RAPID (K182130)
The IFU Statement of the reference device is principally divided in eight sections. To simplify the comparison process, a comparison of each section of the reference device against the subject device's IFU statement is provided next:
The first two sections as listed in the table (right column) above describe the type of the medical device (image respectively post-processing software application), the target group ("trained professionals") as well as the system environment where the software runs on. We describe the target group and the system environment in our user manual but not in our IFU statement.
- 1. iSchemaView's RAPID is an image processing software package to be used by trained professionals, including but not limited to physicians and medical technicians.
- 2. The software runs on a standard off-the-shelf computer or a virtual platform, such as V Mware, and can be used to perform image viewing, processing and analysis of images. Data and images are acquired through DICOM compliant imaging devices.
The third and fourth section refer to the modality-specific feature "DWI Modules" which refers to the MR acquisition mode only. Our subject device conducts post-processing on CT data only as described in the second sentence of our IFU statement. The subject device is not intended to work on MR data.
- 3. The iSchemaView RAPID provides both viewing and analysis capabilities for functional and dynamic imaging datasets acquired with CT Perfusion (CT-P), CT Angiography (CTA), and MRI including a Diffusion Weighted MRI (DWI) Module and a Dynamic Analysis Module (dynamic contrast-enhanced imaging data for MRI and CT).
- 4. The DWI Module is used to visualize local water diffusion properties from the analysis of diffusion weighted MRI data.
The fifth section refers to the analysis of dynamic imaging data of the blood flow. The assessment of dynamic image data is realized by cerebral blood flow (CBF) and cerebral blood volume (CBV) as listed in our IFU statement.
- The Dynamic Analysis Module is used for visualization and analysis of dynamic imaging data, 5. showing properties of changes in contrast over time. This functionality includes calculation of parameters related to tissue flow (perfusion) and tissue blood volume.
The sixth section describes which specific medical procedure (endovascular thrombectomy) can be applied using the reference device. Our IFU statement does not provide such specific information.
- RAPID CT-Perfusion and RAPID MR-Perfusion can be used by physicians to aid in the 6. selection of acute stroke patients (with known occlusion of the intracranial internal carotid artery or proximal middle cerebral artery) for endovascular thrombectomy.
The seventh section provides specific information concerning the use of a contrast agent. Our IFU statement explains that the subject device processes images or volumes after the injection of contrast media. Specific information concerning the contrast agent are communicated to the end-user in the user manual.
- 7. Instructions for use of contrast agents for this indication can be found in Appendix A of the User's Manual. Additional information for safe and effective drug use is available in productspecific iodinated CT and gadolinium-based MR contrast drug labeling.
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The eighth section describes the contraindications. Such information is listed in the user manual of the subject device.
- In addition to the RAPID imaging criteria, patients must meet the clinical requirements for 8. thrombectomy, as assessed by the physician, and have none of the following contraindications or exclusions.
Contraindications/Exclusions:
- . Bolus Quality: absent or inadequate bolus.
- . Patient Motion: excessive motion leading to artifacts that make the scan technically inadequate.
- Presence of Hemorrhage. .
Additionally, the subject device is able to evaluate brain tumors while the reference device does not provide such functionality. This functionality, the evaluation of brain tumors, is already part of the predicate device (syngo.CT Neuro Perfusion, VB20) as listed in the IFU statement comparison table.
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### Comparison of Technological Characteristics
The only modification made to syngo.CT Neuro Perfusion VB50 software is the addition of the Hypoperfused Area and Mismatch Ratio parameters. All remaining features are unchanged. Please refer to the table below for a high-level overview of features within Neuro Perfusion:
| Feature | Subject Device | Predicate Device | Reference Device | Comments |
|--------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | syngo.CT Neuro<br>Perfusion<br>(SOMARIS/8 VB50) | syngo.CT Neuro<br>Perfusion<br>(SOMARIS/8 VB20,<br>K163284) | iSchemaView RAPID<br>(K182130) | |
| Tissue at risk<br>and non-<br>viable tissue<br>visualization | The flexible penumbra<br>analysis mode allows<br>highlighting of areas as<br>Non-viable Tissue<br>(NVT) and Tissue-At-<br>Risk (TAR) according<br>to certain user defined<br>thresholds. Thresholds<br>of two different<br>Perfusion maps, e.g.<br>CBF, CBV, MTT, TTP<br>can be used. Results can<br>be smoothed to reduce<br>artefacts. Relative<br>thresholds can be used<br>for CBV and CBF. The<br>visualization is done as<br>color coded overlay on<br>temporal MIP.<br>Additional TAC and<br>statistical values are<br>displayed.<br>Hypoperfused Area<br>(sum of existing<br>parameters TAR and<br>NVT) and Mismatch<br>Ratio parameters<br>(division of<br>Hypoperfused Area by<br>NVT or<br>(TAR+NVT)/NVT)<br>have been added. | The flexible penumbra<br>analysis mode allows<br>highlighting of areas as<br>Non-viable Tissue<br>(NVT) and Tissue At<br>Risk (TAR) according<br>to certain user defined<br>thresholds. Thresholds<br>of two different<br>Perfusion maps, e.g.<br>CBF, CBV, MTT, TTP<br>can be used. Results can<br>be smoothed to reduce<br>artefacts. Relative<br>thresholds can be used<br>for CBV and CBF. The<br>visualization is done as<br>color coded overlay on<br>temporal MIP.<br>Additional TAC and<br>statistical values are<br>displayed | According to both<br>publications Bathla et<br>al. 2019 and Bathla et<br>al. 2020 the definition<br>of the Hypoperfused<br>Area and Mismatch<br>Ratio parameters is<br>considered<br>substantially<br>equivalent to how<br>these parameters are<br>utilized within the<br>reference device,<br>iSchemaView RAPID<br>(K182130). | Modified<br>Addition of<br>Hypoperfused Area<br>and Mismatch Ratio<br>parameters.<br>Both parameters derive<br>from already cleared<br>parameters NVT and<br>TAR.<br>The subject device<br>provides the additional<br>parameters<br>Hypoperfused Area<br>(sum of TAR and<br>NVT) and Mismatch<br>Ratio (division of<br>Hypoperfused Area by<br>NVT or (TAR+NVT) /<br>NVT).<br>The reference device,<br>iSchemaView RAPID<br>(K182130) was used as<br>a comparison marketed<br>software in order to<br>determine how<br>modifications to the<br>thresholds of these<br>parameters resulted in<br>comparable<br>measurements. |
| Purpose of<br>the<br>application | Visualization of tissue<br>perfusion using rapid<br>sequences collected<br>after the administration<br>of contrast medium | Visualization of tissue<br>perfusion using rapid<br>sequences collected<br>after the administration<br>of contrast medium | Visualization of tissue<br>perfusion using rapid<br>sequences collected<br>after the administration<br>of contrast medium | Same; No change<br>between the primary<br>predicate and device<br>subject to this review. |
| Acquisition | Patient scan following<br>administration of<br>contrast media | Patient scan following<br>administration of<br>contrast media | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| CT Scanning<br>Mode | Scanning at a single<br>table position or using<br>spirals with the same<br>scan range | Scanning at a single<br>table position or using<br>spirals with the same<br>scan range | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Motion<br>Correction | Rigid motion correction<br>which can be used in<br>brain datasets | Rigid motion correction<br>which can be used in<br>brain datasets | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Feature | Subject Device | Predicate Device | Reference Device | Comments |
| | syngo.CT Neuro<br>Perfusion<br>(SOMARIS/8 VB50) | syngo.CT Neuro<br>Perfusion<br>(SOMARIS/8 VB20,<br>K163284) | iSchemaView RAPID<br>(K182130) | |
| Time Point<br>Removal | On user request time<br>points and time ranges<br>(time point volumes)<br>can be removed from<br>the current evaluation if<br>they show strong patient<br>or organ movement. | On user request time<br>points and time ranges<br>(time point volumes)<br>can be removed from<br>the current evaluation if<br>they show strong patient<br>or organ movement. | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| 4D Noise<br>Reduction | Noise reduction with<br>preservation of time-<br>attenuation information<br>can be performed to<br>improve the image<br>quality of noisy input<br>images and to allow for<br>robust image evaluation | Noise reduction with<br>preservation of time-<br>attenuation information<br>can be performed to<br>improve the image<br>quality of noisy input<br>images and to allow for<br>robust image evaluation | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Brain<br>Segmentation | The task can apply the<br>brain segmentation<br>algorithm | The task can apply the<br>brain segmentation<br>algorithm | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| HU<br>Segmentation | Removes all pixels that<br>lie outside the Min HU<br>and Max HU thresholds | Removes all pixels that<br>lie outside the Min HU<br>and Max HU thresholds | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Reference<br>Vessel<br>Definition | Automatic identification<br>of the reference vessel<br>with simple interactive<br>override if the user does<br>not accept automatic<br>detection | Automatic identification<br>of the reference vessel<br>with simple interactive<br>override if the user does<br>not accept automatic<br>detection | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Vessel and<br>Arteries<br>Definition | Automatic identification<br>of the brain vessels and<br>arteries with simple<br>interactive override<br>possibility | Automatic identification<br>of the brain vessels and<br>arteries with simple<br>interactive override<br>possibility | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Hemisphere<br>Plane<br>Definition | Automatic hemisphere<br>plane definition which<br>can be manually<br>corrected | Automatic hemisphere<br>plane definition which<br>can be manually<br>corrected | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Normalization | Normalization of CBF<br>and CBV values based<br>on a histogram analysis<br>of the non-ischemic<br>hemisphere | Normalization of CBF<br>and CBV values based<br>on a histogram analysis<br>of the non-ischemic<br>hemisphere | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Result<br>Storage | Storage of all result<br>images in the database<br>as DICOM CT<br>grayscale, color RGB,<br>Enhanced CT | Storage of all result<br>images in the database<br>as DICOM CT<br>grayscale, color RGB,<br>Enhanced CT | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| ROI (region<br>of interest)<br>evaluation | ROI (region of interest)<br>measurements with<br>calculation of mean<br>value, standard<br>deviation and area for<br>detailed analysis of<br>specific ischemic areas | ROI (region of interest)<br>measurements with<br>calculation of mean<br>value, standard<br>deviation and area for<br>detailed analysis of<br>specific ischemic areas | N/A | No change between the<br>primary predicate and<br>device subject to this<br>review. |
| Feature | Subject Device | Predicate Device | Reference Device | Comments |
| syngo.CT Neuro<br>Perfusion<br>(SOMARIS/8 VB50) | syngo.CT Neuro<br>Perfusion<br>(SOMARIS/8 VB20,<br>K163284) | iSchemaView RAPID<br>(K182130) |…
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Learn the FDA Browser
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.