K061587 · GE Healthcare · KPS · Jun 23, 2006 · Radiology
Device Facts
Record ID
K061587
Device Name
FULLCARD ANALYSIS
Applicant
GE Healthcare
Product Code
KPS · Radiology
Decision Date
Jun 23, 2006
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.1200
Device Class
Class 2
Attributes
Software as a Medical Device, 3rd-Party Reviewed
Indications for Use
FCA is an aiding tool for the clinicians to perform analysis of sets of stationary, dynamic, or gated PET transaxial images via a number of display, measurement and batch filming/archive features. The measurements include perfusion, end-diastolic & end-systolic volumes, stroke volume, ejection fraction, myocardial mass, and transient ischemic dilatation. Also included is to enable clinicians to visualize reformatted PET perfusion and viability data, make a comparison between the two. The perfusion or viability data could have been acquired under stress or rest conditions and they can be processed individually or simultaneously. FCA allows users to customize their screens. Also, the users can export a selected set of short axis images in DICOM compliant format. These images can then be processed by an external software package to perform regional quantitative analysis, absolute and relative ratio maps of each region of the heart and topographic maps. Finally, it aids clinicians to capture the summary of quantitative and qualitative results from the study in a single summary page. The physiological and functional data could come from the same scanner as in the case of PET/CT scanner; or they could come from separate scanners. In summary, FCA is intended to aid clinicians in the assessment of physiological data and in refining their clinical decisions based on the quantitative and qualitative assessment of stationary, dynamic, and gated PET images.
Device Story
FullCard Analysis (FCA) is a post-processing software package for Advantage Workstation (AW) and PET/CT scanners; assists clinicians (radiologists, nuclear medicine doctors, cardiologists) in analyzing PET images. Inputs: stationary, dynamic, or gated PET transaxial images. Processing: automated analysis, visualization, and quantification of myocardial perfusion and function parameters (perfusion, volumes, ejection fraction, myocardial mass, transient ischemic dilatation). Outputs: quantitative/qualitative results, summary pages, and DICOM-compliant image exports for external analysis. Clinical use: aids in assessing physiological data to refine clinical decisions regarding myocardial health. Benefits: provides integrated, automated workflow for cardiac PET assessment.
Clinical Evidence
No clinical data provided. Safety and effectiveness established through software development, verification, and validation processes, and adherence to industry and international standards.
Technological Characteristics
Software-based post-processing package for Advantage Workstation (AW) platform. Operates on PET/CT image data. Features automated processing, visualization, and quantification algorithms. Supports DICOM export for interoperability. Software-only device.
Indications for Use
Indicated for clinicians performing analysis of stationary, dynamic, or gated PET transaxial images to assess myocardial perfusion and function in patients undergoing PET imaging, including stress or rest conditions.
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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K061587
## JUN 2 3 2006
Image /page/0/Picture/2 description: The image shows the General Electric (GE) logo. The logo consists of the letters 'GE' intertwined and enclosed within a circular shape. The logo is black and white.
GE Healthcare
## 510(k) SUMMARY OF SAFETY AND EFFECTIVENESS
This 510(k) summary of safety and effectiveness information is submitted in accordance with the requirements of 21 CFR Part 807.87(h).
- Larry A. Kroger, Ph.D. Submitter Senior Regulatory Programs Manager Tel: (262) 544-3894 Fax: (262) 544-4768 GE Healthcare W-400 3000 North Grandview Blvd. Waukesha, WI 53188 USA Date Prepared: November 18, 2005.
## PRODUCT IDENTIFICATION
Name: FullCard Analysis
Classification Name: Emission computed tomography system per 21 CFR 892- 1200
Manufacturer: General Electric Medical Systems 283, rue de la Minière 78533 Buc Cedex, FRANCE
Distributor: GE Healthcare, P.O. Box 414, Milwaukee, WI 53210
FullCard Analysis is substantially equivalent to the devices listed below: Marketed Devices
- . Model: ECToolbox with HeartFusion; K040141
- Manufacturer: . General Electric Medical Systems, Buc, France
- Model: Xeleris 2 Processing and Review Workstation;4K051673 �
- . Manufacturer: General Electric Medical Systems, Haifa, Israel
- . Model: Advantage Workstation 4.3; K052995
- General Electric Medical Systems, Buc, France . Manufacturer:
- Model: Positron mPower: K022001 ●
- . Manufacturer: Positron Corporation, Houston, TX, USA
- .
#### Device Description:
FullCard Analysis (FCA) is a post processing analysis software package designed to assist Radiologists, Nuclear Medicine Doctors, Cardiologists, and other clinicians by offering a totally integrated package including automated processing, visualization, quantification of parameters of myocardial perfusion and function, along with simple reporting capabilities. The parameters include
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perfusion, end-diastolic & end-systolic volumes, stroke volume, ejection fraction, myocardial mass, and transient ischemic dilatation.
FCA accepts Gated PET images in either transaxial or short axis orientations. The package processes images automatically but it allows the users to intervene and modify results when needed. FCA is a software post-processing package for the Advantage Workstation (AW) platform and PET/CT scanners.
#### Indications for Use:
FCA is an aiding tool for the clinicians to perform analysis of stationary, dynamic, or gated PET transaxial images via a number of display, measurement and batch filming/archive features. The measurements include perfusion, end-diastolic volumes, stroke volume, ejection fraction, myocardial mass, and transient ischemic dilatation. Also included is to enable clinicians to visualize reformatted PET perfusion and viability data, make a comparison between the two. The perfusion or viability data could have been acquired under stress or rest conditions and they can be processed individually or simultaneously.
FCA allows users to customize their screens. Also, the users can export a selected set of short axis images in DICOM compliant format. These images can then be processed by an external software package to perform regional quantitative analysis, absolute and relative ratio maps of each region of the heart and topographic maps. Finally, it aids clinicians to capture the summary of quantitative and qualitative results from the study in a single summary page.
The physiological and functional data could come from the same scanner as in the case of PET/CT scanner; or they could come from separate scanners.
In summary, FCA is intended to aid clinicians in the assessment of physiological data and in refining their clinical decisions based on the quantitative and qualitative assessment of stationary, dynamic, and gated PET images.
#### Comparison with Predicate:
| Device Name | FDA Clearance Number |
|------------------------------------------------|----------------------|
| ECToolbox with HeartFusion | K040141 |
| Xeleris 2 Processing and Review<br>Workstation | K051673 |
| Advantage Workstation 4.3 | K052995 |
| Positron mPower | K022001 |
FullCard Analysis is substantially equivalent to the predicate devices listed above :
#### Adverse Effects on Health:
The potential hazards are identified in a risk management summary (hazard analysis) and are controlled by:
- · Software Development, Validation and Verification Process to ensure performance to specifications, Federal Regulations and user requirements.
- · Adherence to industry and international standards.
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## Conclusions:
FullCard Analysis does not result in any new potential safety risks and performs as well as devices currently on the market. GE considers features of FCA to be equivalent to those of ECToolbox with HeartFusion and Xeleris 2 Processing and Review Workstation, Advantage Workstation 4.3, and Positron mPower.
and the comments
の 2007年の 2007年の 2007年 10月 10時間 10月 2007 1000 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100 100
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Food and Drug Administration 9200 Corporate Blvd. Rockville MD 20850
JUN 2 3 2006
GE Healthcare % Mr. Neil E. Devine Responsible Third Party Intertek Testing Services NA, Inc. 2307 East Aurora Rd., Unit B7 TWINSBURG OH 44087
Re: K061587
Trade/Device Name: Fullcard Analysis Regulation Number: 21 CFR 892.1200 Regulation Name: Emission computed tomography system Regulatory Class: II Product Code: KPS Dated: June 6, 2006 Received: June 8, 2006
## Dear Mr. Devine:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration.
If your device is classified (see above) into either class II (Special Controls) or class III (Premarket Approval), it may be subject to such 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.
Image /page/3/Picture/10 description: The image shows the FDA Centennial logo, which includes the years 1906-2006. The logo is circular and contains the letters "FDA" in bold, with the word "Centennial" underneath. Below the logo, the text "Protecting and Promoting Public Health" is written in an elegant, cursive font. The image appears to be a commemorative emblem celebrating the FDA's 100th anniversary.
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Page 2 -
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); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
This letter will allow you to begin marketing your device as described in your Section 510(k) premarket notification. The FDA finding of substantial equivalence of your device to a legally marketed predicate device results in a classification for your device and thus, permits your device to proceed to the market.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Office of Compliance at one of the following numbers, based on the regulation number at the top of this letter:
| 21 CFR 876.xxx | (Gastroenterology/Renal/Urology) | 240-276-0115 |
|----------------|----------------------------------|--------------|
| 21 CFR 884.xxx | (Obstetrics/Gynecology) | 240-276-0115 |
| 21 CFR 894.xxx | (Radiology) | 240-276-0120 |
| Other | | 240-276-0100 |
Also, please note the regulation entitled. "Misbranding by reference to premarket notification" (21CFR Part 807.97). You may obtain other general information on your responsibilities under the Act from the Division of Small Manufacturers, International and Consumer Assistance at its toll-free number (800) 638-2041 or (240) 276-3150
or at its Internet address http://www.fda.gov/cdrlv/industry/support/index.html.
Sincerely vours.
Nancy C. Brogdon
Nancy C. Brogdon Director, Division of Reproductive. Abdominal, and Radiological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known): _ K 0 6 l 5 8 7
Device Name: Fullcard Analysis
Indications for Use:
FCA is an aiding tool for the clinicians to perform analysis of sets of stationary. dynamic, or gated PET transaxial images via a number of display, measurement and batch filming/archive features. The measurements include perfusion, enddiastolic & end-systolic volumes, stroke volume, ejection fraction, myocardial mass, and transient ischemic dilatation. Also included is to enable clinicians to visualize reformatted PET perfusion and viability data, make a comparison between the two. The perfusion or viability data could have been acquired under stress or rest conditions and they can be processed individually or simultaneously.
FCA allows users to customize their screens. Also, the users can export a selected set of short axis images in DICOM compliant format. These images can then be processed by an external software package to perform regional quantitative analysis, absolute and relative ratio maps of each region of the heart and topographic maps. Finally, it aids clinicians to capture the summary of quantitative and qualitative results from the study in a single summary page,
The physiological and functional data could come from the same scanner as in the case of PET/CT scanner; or they could come from separate scanners.
In summary, FCA is intended to aid clinicians in the assessment of physiological data and in refining their clinical decisions based on the quantitative and qualitative assessment of stationary, dynamic, and gated PET images.
| Prescription Use | X |
|-----------------------------|---|
| (Part 21 CFR 801 Subpart D) | |
AND/OR
| Over-The-Counter Use | |
|------------------------|--|
| (21 CFR 801 Subpart C) | |
(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER
PAGE OF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
David L. Dickson
Page *1* of *1*
(Division Sign-Off)
Division of Reproductive, Abdominal,
and Radiological Devices
510(k) Number K0061587
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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.
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You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
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Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
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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.
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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.
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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.
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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.
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Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
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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.
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A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
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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.