K180318 · Ge Medical Systems, LLC · KPS · Apr 11, 2018 · Radiology
Device Facts
Record ID
K180318
Device Name
PET Digital Gating
Applicant
Ge Medical Systems, LLC
Product Code
KPS · Radiology
Decision Date
Apr 11, 2018
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.1200
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
K180318 · Apr 11, 2018
PET Digital Gating
Ge Medical Systems, LLC
Retrospective clinical PET/CT image data
Retrospective clinical examples were used to corroborate engineering bench testing results and support the substantial equivalence of the PET Digital Gating software.
Retrospective clinical examples; Retrospective analysis of clinical PET/CT data; Follow-up/Duration: Not applicable
Patients undergoing PET/CT imaging
Not applicable for this study
Corroboration of engineering bench testing results
AI Performance
Output
Algorithm
Acceptance
Observed
Dev DS
Dev Readers
Test DS
Test Readers
Respiratory motion correction
Principal components analysis (PCA) for respiratory waveform generation
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Indications for Use
PET Digital Gating is intended to be used to detect and characterize respiratory motion using acquired PET coincidence data without the use of an external gating device.
Device Story
PET Digital Gating (Data Driven Gating) is a software-only update for PET/CT systems; replaces external respiratory gating hardware. Input: PET list mode coincidence data. Operation: Uses Principal Components Analysis (PCA) to compute spatial-temporal variation of PET data; identifies internal anatomical motion to generate respiratory waveforms; calculates R-value via Fast Fourier Transform to characterize motion. Output: Respiratory triggers for motion compensation (Gated, Q.Static, Q.Freeze). Used in clinic by physicians/technicians; operates prospectively during acquisition or retrospectively on stored exams. Automates motion correction; eliminates need for external gating devices; optimizes scan time by assessing motion per bed position. Benefits: improved image quality, reduced artifacts, accurate SUV/volume quantification, and streamlined workflow.
Clinical Evidence
Bench testing only. Used commercially available respiratory motion phantom with moving cylindrical inserts and chest wall platform. Phantom controller driven by patient-specific respiratory waveforms. Representative clinical examples provided to corroborate bench testing results. No prospective clinical trials reported.
Technological Characteristics
Software-only; operates on PET/CT acquisition/processing platforms. Uses Principal Components Analysis (PCA) algorithm for motion detection. Connectivity: compatible with PET/CT, PET/MR, standalone systems, AW Workstations, and cloud platforms. Developed under ISO 13485 and 21 CFR 820. Software level of concern: Moderate.
Indications for Use
Indicated for generating a respiratory signal to automate motion correction of PET images. Intended to aid physicians in detection, evaluation, diagnosis, staging, restaging, monitoring, follow-up of disease/abnormality/function, therapy planning/guidance, radiotherapy planning, and Nuclear Medicine interventional procedures. Used with approved PET radiopharmaceuticals in patients of all ages, sizes, and body habitus. Applicable to chest, abdomen, and pelvis, including lung, liver, colorectal cancers, lymphoma, metastases, and heart disease.
Regulatory Classification
Identification
An emission computed tomography system is a device intended to detect the location and distribution of gamma ray- and positron-emitting radionuclides in the body and produce cross-sectional images through computer reconstruction of the data. This generic type of device may include signal analysis and display equipment, patient and equipment supports, radionuclide anatomical markers, component parts, and accessories.
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April 11, 2018
GE Medical Systems, LLC % Lee Bush Regulatory Affairs Manager 3000 N. Grandview Blvd. WAUKESHA WI 53188
Re: K180318
Trade/Device Name: PET Digital Gating Regulation Number: 21 CFR 892.1200 Regulation Name: Emission computed tomography system Regulatory Class: II Product Code: KPS Dated: February 2, 2018 Received: February 5, 2018
Dear Lee Bush:
We have reviewed vour 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.
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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.
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/DeviceRegulationandGuidance/) and CDRH Learn (http://www.fda.gov/Training/CDRHLearn). 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 (http://www.fda.gov/DICE) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
Michael D. O'Hara For
Robert Ochs, Ph.D. 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 (it known)
K180318
Device Name PET Digital Gating
#### Indications for Use (Describe)
PET Digital Gating generates a respiratory signal which can be used to automate motion correction of PET images with respiratory motion. Images that are motion-corrected using PET Digital Gating are intended to aid physicians in: detection: localization: evaluation; diagnosis; staging; monitoring; and/or follow up of disease, abnormality, and or function; therapy planning, monitoring, and guidance; radiotherapy treatment planning; and for Nuclear Medicine interventional procedures. PET Digital Gating maybe used with PET radiopharmaceuticals approved by the regulatory authority in the country of use, in patients of all ages, with a wide range of sizes, body habitus, and extent/type of disease.
Areas of the body most impacted by respiratory motion are the chest, abdomen, and pelvis. Disease types in which respiratory motion may have a significant impact, if uncorrected, include:
-Lung Cancer (e.g. Small Cell and Non-Small Cell);
-Liver Cancer;
- -Colorectal Cancer;
- -Lymphoma (e.g. Hodgkin's and Non-Hodgkin's);
- -Cancers that have metastasized to the liver;
- -Cancers in the Thorax; and
- -Heart Disease
| Type of Use (Select one or both, as applicable) | |
|---------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------|
| <div> <span> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> | <div> <span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
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## 510(k) SUMMARY OF SAFETY AND EFFECTIVNESS
This 510(k) summary of Safety and Effectiveness information is submitted in accordance with the requirement of 21 CFR Part 807.87(h):
| Date: | February 2, 2018 |
|-----------------------|-----------------------------------------------------------------------------------------------------------------------|
| Submitter: | GE Medical Systems, LLC<br>3000 North Grandview Blvd<br>Waukesha, WI 53188 |
| Primary Contact: | Lee Bush<br>Regulatory Affairs Manager<br>Phone 262-309-9429<br>Email: Lee.Bush@ge.com |
| Secondary Contacts: | John Jaeckle<br>Chief Regulatory Affairs Engineer<br>GE Healthcare<br>Tel: 262-424-9547<br>Email: john.jaeckle@ge.com |
| Device Trade Name: | PET Digital Gating |
| Common/Usual Name | PET/CT Imaging System |
| Classification Names | Emission Computed Tomography System per 21CFR 892.1200 |
| Device Classification | Class II |
| Product Code: | KPS |
| Predicate Device(s): | GE Discovery MI (K161574) |
| Reference Devices: | Varian RPM Respiratory Gating System (K102024) |
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## Introduction
The new PET Digital Gating option (aka Data Driven Gating or DDG) is a software-only device created within an update to the existing PET/CT acquisition and processing software. DDG provides the capability to derive a respiratory signal from the acquired PET data as an alternative to existing device-based respiratory gations that are available on the predicate device, GE's Discovery MI (K161574). The respiratory triggers generated by PET Digital Gating are used in a manner identical to those generated by device-based respiratory gating systems such as the reference device, Varian's "RPM Respiratory Gating System" (K102024).
#### Intended Use
PET Digital Gating is intended to be used to detect and characterize respiratory motion using acquired PET coincidence data without the use of an external gating device.
#### Indications for Use
PET Digital Gating generates a respiratory signal which can be used to automate motion correction of PET images with respiratory motion. Images that are motion-corrected using PET Digital Gating are intended to aid physicians in: detection; evaluation; diagnosis; staging; restaging; monitoring; and/or follow up of disease, abnormality, and/or function; therapy planning, monitoring, and guidance; radiotherapy treatment planning; and for Nuclear Medicine interventional procedures. PET Digital Gating maybe used with PET radiopharmaceuticals approved by the regulatory authority in the country of use, in patients of all ages, with a wide range of sizes, body habitus, and extent/type of disease.
Areas of the body most impacted by respiratory motion are the chest, abdomen, and pelvis. Disease types in which respiratory motion may have a significant impact, if uncorrected, include:
- Lung Cancer (e.g. Small Cell and Non-Small Cell);
- Liver Cancer;
- Colorectal Cancer;
- Lymphoma (e.q. Hodqkin's and Non-Hodqkin's);
- Cancers that have metastasized to the liver;
- Cancers in the Thorax; and
- Heart Disease
#### Background
Due to the long duration of data acquisition required to produce diagnostic quality PET images, respiratory motion has the potential to negatively impact the image quality and quantitation capability. Respiratory motion during PET imaging can degrade lesion localization and quantification (SUV and Volume) as well as cause significant artifacts, leading to reduced image quality. These effects are particularly significant during imaging of the thorax and abdomen where respiratory motion typically has the largest magnitude. The effect of respiratory motion in PET images is a loss of sensitivity in the detection of disease because of the loss in feature conspicuity and reduced quantitation accuracy associated with motion induced blurring.
A moving lesion can be expected to have a larger apparent size (volume), and lower intensity and lower SUVs.
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## Device Description and Technological Characteristic
PET Digital Gating provides the analogous respiratory triggers as the device-based systems, without the use of an external respiratory gating device and is an alternative to any existing external device. PET Digital Gating may be used both retrospectively on previously acquired exams, or prospectively where it operates during the acquisition. As is the case for existing device-based respiratory gating systems, PET Digital Gating's triggers may be used with GE's existing motion compensation techniques (gated, Q.Freeze, Q.Static).
Device-based systems rely on external body motion to determine the respiratory waveform. With PET Digital Gating the respiratory motion determined from internal patient anatomical movement.
PET Digital Gating uses an algorithm that incorporates a principal components analysis (PCA) to compute the spatial-temporal variation of PET list data. Principal components analysis is a data processing technique to find a mathematical basis for a dataset where the basis vectors are ordered to explain the maximum variation within the data. The PCA computes the basis vectors (eigenvectors) of the input data variation. The largest principal components are used along with the input data to generate 1-dimensional eigenvectors. These eigenvectors are subsequently used along with the list data to generate respiratory waveforms.
A fast Fourier transforms of the waveforms are used to determine an "R-value" that is used as the characterization metric for the respiratory motion identified in the dataset.
The R value threshold is user configurable. When DDG is used prospectively in conjunction with Q.Static motion correction, the R value threshold can be set for each bed position along with a "base" (no motion) acquisition time and a "Q.Static" (motion detected) acquisition time. Then, for each bed position, PET Digital Gating will evaluate the R value near the end of the base acquisition time, and if it is greater than the preset R value threshold, extend the acquisition time to the Q.Static acquisition time and generate the respiratory triggers to be used. If the evaluated R value is below the preset value, the acquisition completes and the next bed position is acquired.
In addition to not having to set up an external gating system, the benefit of PET Digital Gating to the clinician and the patient is that the clinician is no longer required to "guess" which bed positions would benefit from motion correction during exam setup and then incur the associated longer acquisition time. PET Digital Gating will assess each bed position and only extended scan time for those bed positions that could benefit from motion correction. It will also identify and apply motion correction for bed positions that that were not thought in need of motion correction during exam set up.
The PET Digital Gating software is portable and could also be made available on additional GE PET based systems (e.g. PET/CT, PET/MR, and standalone) or as a remote application on an AW Workstation/Server, cloud application, or other software platform that hosts advanced image processing applications. The primary consideration for the deployment of this feature is that the host platform can receive and process PET coincidence data (List Mode).
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## Comparisons
The main change in the proposed device for this submission is the addition of the PET Digital Gating option which serves as an alternative to existing device-based respiratory gating options that are available on the predicate device. The table below summarizes the substantive feature/technological differences between the predicate device and the proposed device:
| Specification/<br>Attribute | Discovery MI (Predicate Device,<br>K161574) including a third-party<br>respiratory gating system | PET Digital Gating (Proposed<br>Device) |
|--------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------|
| Gating hardware | Dedicated gating hardware<br>required | No additional hardware required |
| Breathing rates | Able to be used with a wide<br>range respiratory rates<br>encountered clinically. | Same |
| Compatible motion<br>compensation<br>techniques able to<br>utilize respiratory<br>triggers | Gated, Q.Static, and Q.Freeze | Same |
| Reference protocols<br>for respiratory<br>gating | Reference protocols provided on<br>the system | Same |
| Respiratory<br>amplitude | Device-based systems rely on<br>external body motion to<br>determine the respiratory<br>waveform | Respiratory motion determined<br>from internal patient anatomical<br>movement |
| Setup of gating<br>device | Users are required to interact<br>with the external gating device<br>for setup | No direct user interaction |
| Triggering operating<br>principle | Triggers generated based on an<br>external patient movement as<br>"observed" and determined by<br>external device hardware and<br>software | Triggers generated utilizing<br>software algorithm (PCA) for<br>evaluating motion of internal<br>anatomy visualized in the PET<br>image data |
| PET acquisition<br>duration | Fixed prior to PET exam<br>acquisition at time of<br>prescription | Variable during PET acquisition<br>as determined by level of<br>respiratory motion detected |
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PET Digital Gating does not introduce any new risks/hazards, warnings, or limitations. The PET Digital Gating software is a "Moderate" level of concern.
## Determination of Substantial Equivalence
Engineering bench testing was performed to support substantial equivalence and the product performance claims. The testing uses the commercially available respiratory motion phantom which is designed to move cylindrical inserts (activity filled spheres) in the superior/inferior direction within a body shaped oval both varying speed and amplitude. The motion of the insert is linked to a moving chest wall platform designed to carry a respiratory tracking device. Clinically determined, patient-specific respiratory motion waveforms are used to drive the phantom controller.
The testing was performed using a representative sample of each of the current GE PET/CT scanner platforms.
Representative clinical examples, where retrospective application of PET Digital Gating was used, were quantitatively analyzed to corroborate the engineering testing in support of substantial equivalence.
PET Digital Gating has successfully completed the required design control testing per GE's quality system. No new hazards were identified and no unexpected test results were obtained. PET Digital Gating was designed and will be manufactured under the Quality System Regulations of 21CFR 820 and ISO 13485. The following quality assurance measures have been applied to the development of the system:
- Risk Analysis
- Required Reviews
- Design Reviews
- Software Development Lifecycle
- Testing on unit level (Module verification)
- Integration testing (System verification)
- Performance testing (Verification)
- Safety testing (Verification)
- . Simulated use testing (Validation)
The testing and results did not raise different questions of safety and effectiveness than associated with predicate device using device-based respiratory gating.
#### Conclusion:
The Substantial Equivalence of PET Digital Gating has been demonstrated by:
- ♦ Review of the proposed labeling included in this 510k and comparison and review of the proposed Indications for Use demonstrate that PET Digital Gating's Indications for Use fall
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within the intended use of the predicate device and, therefore PET Digital Gating has the same intended use as the predicate device.
- ♦ The device description and implementation details and the comparison of device characteristics show that PET Digital Gating has some technical characteristics that remain the same, such as the outputted gating signals, but different technological characteristics for how the final signals are determined.
- o That the different technological characteristics do not raise different question of safety and effectiveness than the predicate and reference devices, and that the device is as safe and effective the legally marketed predicate device as demonstrated by the:
- submitted scientific information, including references to peer reviewed published information regarding the use of principle components analysis;
- software verification and validation without unexpected results;
- development under GE's quality management system, design control activities including risk management;
- engineering bench testing using established methods and without unexpected results; and
- supporting clinical examples that corroborate the results of the engineering bench testing.
GE Healthcare believes that the PET Digital Gating is substantially equivalent to the predicate device, Discovery MI, with supporting evidence and comparisons with its reference device, and hence is safe and effective for its intended use.
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