K160743 · Philips Medical Systems (Cleveland), Inc. · JAK · Aug 8, 2016 · Radiology
Device Facts
Record ID
K160743
Device Name
Philips Ingenuity CT
Applicant
Philips Medical Systems (Cleveland), Inc.
Product Code
JAK · Radiology
Decision Date
Aug 8, 2016
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.1750
Device Class
Class 2
Attributes
Pediatric
Indications for Use
The Ingenuity CT is a Computed Tomography X-Ray System intended to produce images of the head and body by computer reconstruction of x-ray transmission data taken at different angles and planes. These devices may include signal analysis and display equipment, patient and equipment supports, components and accessories. The Ingenuity CT is indicated for head, whole body, cardiac and vascular X-ray Computed Tomography applications in patients of all ages. These scanners are intended to be used for diagnostic imaging and for low dose CT lung cancer screening for the early detection of lung nodules that may represent cancer*. The screening must be performed within the established inclusion criteria of programs / protocols that have been approved and published by either a governmental body or professional medical society.
Device Story
Ingenuity CT is a computed tomography (CT) system for diagnostic imaging and lung cancer screening. It acquires x-ray transmission data at various angles/planes via a rotating gantry containing an x-ray tube and detector array. Data is processed by a host computer and dedicated image reconstruction system (CIRS) to produce cross-sectional images. Operated by clinicians in clinical settings, the system supports patient positioning via a motorized couch. Features include iterative reconstruction (iDose4, IMR), dose modulation (FDOM), and various clinical applications (e.g., cardiac analysis, metal artifact reduction). Output is displayed on a workstation for diagnostic interpretation. The device aids clinical decision-making by providing high-quality diagnostic images while managing radiation dose. Benefits include improved image quality, noise reduction, and workflow efficiency for diverse patient populations.
Clinical Evidence
Bench testing included verification of image quality metrics (CT number accuracy, uniformity, MTF, noise reduction), radiation metrics, and positioning accuracy. Clinical validation involved a comparative image evaluation of brain, chest, abdomen, and orthopedic areas. A qualified radiologist compared images reconstructed via FBP versus iDose4 using a 5-point Likert scale. Results showed iDose4 images were of diagnostic quality and equivalent or superior to FBP, confirming no negative impact on diagnostic performance.
Technological Characteristics
System includes gantry (stator, rotor, MRC Ice 880 x-ray tube, NanoPanel Elite detectors), patient couch, and console (host computer/CIRS). Energy source: X-ray. Connectivity: Networked workstation. Software: iPatient platform. Reconstruction: Filtered Back Projection (FBP) and iterative techniques (iDose4, IMR). Standards: IEC 60601-1, IEC 60601-1-2, IEC 60601-1-3, IEC 60601-1-6, IEC 60601-2-44, IEC 62304, ISO 14971.
Indications for Use
Indicated for head, whole body, cardiac, and vascular CT imaging in patients of all ages, including low-dose lung cancer screening for early detection of lung nodules.
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.
Brilliance CT, Private Practice CV Configuration (K042293)
Submission Summary (Full Text)
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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
August 8, 2016
Philips Medical Systems (Cleveland), Inc. % Ms. Susan Quick Regulatory Affairs Specialist 595 Miner Road CLEVELAND OH 44143
Re: K160743
Trade/Device Name: Philips Ingenuity CT Regulation Number: 21 CFR 892.1750 Regulation Name: Computed tomography x-ray system Regulatory Class: II Product Code: JAK Dated: July 18, 2016 Received: July 20, 2016
Dear Ms. Quick:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical device-related adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638 2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/Resourcesfor You/Industry/default.htm. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to
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You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours.
Michael D'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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Philips Ingenuity CT 510(k) Submission
Section 4
Indications For Use Statement
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### Indications for Use
510(k) Number (if known)
K160743
Device Name Philips Ingenuity CT
#### Indications for Use (Describe)
The Ingenuity CT is a Computed Tomography X-Ray System intended to produce images of the head and body by computer reconstruction of x-ray transmission data taken at different angles and planes. These devices may include signal analysis and display equipment, patient and equipment supports, components and accessories. The Ingenuity CT is indicated for head, whole body, cardiac and vascular X-ray Computed Tomography applications in patients of all ages.
These scanners are intended to be used for diagnostic imaging and for low dose CT lung cancer screening for the early detection of lung nodules that may represent cancer*. The screening must be performed within the established inclusion criteria of programs / protocols that have been approved and published by either a governmental body or professional medical society.
*Please refer to clinical literature, including the results of the National Lung Screening Trial (N Engl J Med 2011: 365:395-409) and subsequent literature, for further information,
#### 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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# Philips Ingenuity CT 510(k) Submission
Section 5
510(k) Summary
Rev. 3
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### 510(k) Summary of Safety and Effectiveness
[As required by 21 CFR 807.92(c)]
| Applicant's Name:<br>Address: | Philips Medical Systems (Cleveland), Inc.<br>595 Miner Road<br>Cleveland, OH<br>44143 USA |
|-----------------------------------------------------------------------------|----------------------------------------------------------------------------------------------|
| Contact Person:<br>Title:<br>Address: | Susan Quick<br>Regulatory Affairs Specialist<br>595 Miner Road<br>Cleveland, OH<br>44143 USA |
| Telephone number:<br>Fax number:<br>E-mail: | +1 440 483-3284<br>+1 440 483-4918<br>susan.quick@philips.com |
| 510(k) Summary Date of<br>Preparation: | 29-February-2016 |
| Device Trade Name: | Philips Ingenuity CT |
| Common or Usual Name: | Computed Tomography X-ray system |
| Classification<br>Name:<br>Regulation:<br>Class:<br>Product Code:<br>Panel: | Computed Tomography X-ray system<br>21 CFR 892.1750<br>II<br>JAK<br>Radiology |
| Primary Predicate device | K033326 - Philips Plus CT Scanner |
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#### Indications for Use:
The Philips Ingenuity CT consists of three system configurations, the Philips Ingenuity CT, the Philips Ingenuity Core and the Philips Ingenuity Core128. These systems are Computed Tomography X-Ray Systems intended to produce cross-sectional images of the body by computer reconstruction of X-ray transmission data taken at different angles and planes. These devices may include signal analysis and display equipment, patient, and equipment supports, components and accessories. These scanners are intended to be used for diagnostic imaging and for low dose CT lung cancer screening for the early detection of Jung nodules that may represent cancer*.
The screening must be performed within the established inclusion criteria of programs / protocols that have been approved and published by either a governmental body or professional medical society.
*Please refer to clinical literature, including the results of the National Lung Screening Trial (N Engl J Med 2011: 365:395-409) and subsequent literature, for further information.
The Philips Ingenuity CT is available in three system configurations, Ingenuity CT, Ingenuity Core, Device Description: and Ingenuity Core128
> The main components (detection system, the reconstruction algorithm, and the x-ray system) that are used in the Philips Ingenuity CT have the same fundamental design characteristics and are based on comparable technologies as the predicate.
The main system modules and functionalities are:
- 1. Gantry. The Gantry consists of 4 main internal units:
- a. Stator a fixed mechanical frame that carries HW and SW.
- b. Rotor A rotating circular stiff frame that is mounted in and supported by the stator.
- c. X-Ray Tube (XRT) and Generator fixed to the Rotor frame.
- d. Data Measurement System (DMS) a detectors array, fixed to the Rotor frame.
- 2. Patient Support (Couch) carries the patient in and out through the Gantry bore synchronized with the scan.
- 3. Console A two part subsystem containing a Host computer and display that is the primary user interface and the Common Image Reconstruction System (CIRS) - a dedicated powerful image reconstruction computer.
In addition to the above components and the software operating them, each system includes a workstation hardware and software for data acquisition, display, manipulation, storage and filming as well as post-processing into views other than the original axial images. Patient supports (positioning aids) are used to position the patient.
### Device Modifications
This 510(k) addresses the following minor changes (documented internally via a letter to file) that were implemented in the primary predicate device, Philips Plus CT System, cleared by FDA via 510(k) number K033326, (Oct. 29, 2003). Table 5-1 provides a listing of the minor changes that were implemented since clearance of the predicate device, Philips Plus CT System.
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# PHILIPS
| Table 5-1 | |
|------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Table of minor changes that were implemented to the primary predicate device, Philips Plus CT | |
| System | |
| Design feature | Description |
| Dell 670 host to Dell 690 host | End of life components, no change in functionality |
| New CIRS computers<br>Generator, kV Settings | 80KW and four kV settings (adding 100kV): the functionality is the same as on<br>the 60KW generator and the addition of the 100 kV provides another setting<br>that may be useful in standard scanning. |
| Generator Tube | MRC Ice Tube (880) Identical tube technology, the two tubes share the same<br>anode, cathode, bearing, anode drive, and electrical interfaces, but differ in<br>housing. |
| Detector | 40 to 64 slices - The move to 64 slices was the addition of physical detectors<br>increasing the total number of slices to 64.<br>64 to 128 slices - With a reconstruction process and reduction in ("windmill")<br>artifacts, 128 slices can be achieved from the 64 detectors.<br>The NanoPanels of the predicate and the Ingenuity Core are the same, the<br>NanoPanel Elite is a revision of the NanoPanel with slight performance<br>improvements but still has the same product specifications. |
| Gantry Covers and<br>Controls | Gantry Covers & Controls, CT Control Box: new cover design for gantry<br>control/display panels, simplified CT control box for cost reduction. |
| Load and Unload Foot<br>Pedals | Load and Unload foot pedals allow the operator to move the patient couch to<br>the load or unload position using a foot pedal thus improving patient handling<br>efficiency by freeing the operator's hands to prepare, restrain, or release the<br>patient. The functionality was available in the predicate device through the<br>Gantry panel buttons. |
| DMS Cover | Redesigned DMS cover for improved airflow and ventilation |
| Interventional Couch<br>Control | Philips' interventional couch control, Panning Handle & Joystick, improves<br>operational efficiency during CT-guided interventional procedures through<br>tableside control of longitudinal movements for patient positioning. The<br>functionality was available in the predicate device through the Gantry panel<br>buttons. |
| IQ Improvement - Head<br>Centering Application | The Head Centering Application helps to improve the brain image quality by<br>giving the user the option to change the bed vertical position (height) after<br>planning on Surview without forcing the user to re-plan the scan. |
| FDOM (Dose<br>Modulation) | Dose Modulation function has been cleared on the Brilliance iCT submission<br>K131773. This function modulates the tube current based on patient body<br>symmetry change. FDOM incorporates the features of Z-DOM and D-DOM and<br>does not introduce new hazards, but only supports a mode which combines<br>angular and longitudinal modulation. |
| Low Dose Ring Artifact<br>Reduction | Low Dose Ring Artifact Reduction is not a software feature or a software<br>algorithm. This occurs when scanning at a low dose and/or scanning large<br>attenuation objects. This was improved by making a change to the data<br>collection process in the Detector Module System (DMS) which was achieved<br>with the NanoPanel Elite detector. There is no new technology being<br>introduced. |
| Pulmonary Gating | Is similar to the pulmonary gating of the AcQSim Multislice CT,<br>K033357. Retrospective gating (tagging) was added to enhance the ease of use<br>without significantly changing the device's safety and effectiveness. |
| CCT (Axial Step &<br>Shoot) | The Step&Shoot (APEX) option is identical to the Axial Cardiac feature cleared<br>in "Brilliance Volume" CT system K060937. |
| Table 5-1 | |
| Table of minor changes that were implemented to the primary predicate device, Philips Plus CT System | |
| Design feature | Description |
| SyncRight | SyncRight has been cleared on the Ingenuity Digital PET/CT submission<br>K123599. SyncRight is used in conjunction with the SAS to improve clinical<br>workflow of contrast enhanced scanning. The SyncRight feature is supported by<br>the communication between the injector and the CT scanner, to improve clinical<br>workflow of contrast enhanced scanning. |
| Dose Management | The iDose4 feature has been cleared most recently on the Brilliance iCT<br>submission K131773. iDose4 is an iterative reconstruction technique that<br>improves image quality through artifact prevention and increased spatial<br>resolution at low dose. It is comparable to the present Adaptive Filtering<br>techniques and edge enhancing features used on the Brilliance 64. |
| iPatient | iPatient has been most recently cleared on the IQon Spectral CT submission<br>K133674. iPatient was originally called "results driven scanning", this software<br>platform allows the operator to plan the required reconstruction results prior to<br>the scan, without the need to go through the 2D images and re-recons. It<br>enables the system to provide scan acquisition coverage based on the planned<br>results. It does not affect image reconstruction or clinical algorithms, but only<br>improves and simplifies the clinical workflow. |
| Reconstruction During<br>Ready | Reconstruction During Ready has been cleared on the IQon Spectral CT<br>submission K133674. This feature enables image construction of previous<br>scans when the system is in "ready-for-scan' mode. The feature does not affect<br>image reconstruction algorithms, but only reconstruction timing. |
| IMR | The IMR reconstruction feature has been cleared under K123576 for any Philips<br>CT system with the stated minimum operational parameters. This is a<br>purchasable option. The IMR (K123576) reconstruction feature is intended as<br>an alternative to standard reconstruction methods (filtered back projection) for<br>the reconstruction of CT scanner data to produce diagnostic images. The IMR<br>reconstruction feature is designed to reduce image noise, increase high-<br>contrast spatial resolution, and improve low contrast detectability. IMR is<br>designed to reduce dose required for diagnostic CT imaging. Image quality<br>improvements and dose reduction depend on the clinical task, patient size,<br>anatomical location, and clinical practice. |
| iBrain/head filters | Brain/head reconstruction filters have been cleared on the IQon Spectral CT<br>submission K133674. They work to improve Low Contrast Detectability by<br>improving the Contrast to Noise Ratio (CNR) in brain images. The filters<br>increase the contrast of white matter vs. gray matter resulting in better white<br>matter/gray matter separation in brain scans. |
| Orthopedic Metal Artifact<br>Reduction (O-MAR) | O-MAR stands for orthopedic metal artifact reduction. This post processing<br>capability reduces metal induced artifacts and is directed for large orthopedics<br>metals that cause photon starvation of the rays that pass through the metal<br>object. Comparable to the MX 16-slice feature, K091195. |
| Advanced Brain<br>Perfusion | This application was cleared under Brain Perfusion Option K033677 for use on<br>the Philips Brilliance Workspace of a CT system. This Philips Brilliance<br>Workspace is currently being used on the Philips Ingenuity CT. |
| Advanced Vessel<br>Analysis (AVA)<br>Comprehensive Cardiac<br>Analysis (CCA) | These features were cleared under Brilliance CT, Private Practice CV<br>Configuration CT Scanner K042293. The Philips Ingenuity CT and the Brilliance<br>CT, Private Practice have the same CT functionality and both are using the<br>same predicate device, the Philips Plus CT K033326. This feature functions the<br>same on the Philips Ingenuity CT as it does on the Brilliance CT, Private<br>Practice. |
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# PHILIPS
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Substantial Primary Predicate Device: Philips Plus CT System Equivalence: Manufacturer: Philips Healthcare Predicate Device k#: K033326
> The design, intended use and technology provided with the proposed Philips Ingenuity CT is identical to the predicate device Philips Plus CT System.
| Substantial Equivalence Comparison Table 5-2 | | | |
|----------------------------------------------|------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | Primary<br>Predicate Device<br>Philips Plus CT<br>Scanner<br>(K033326) | Proposed Philips<br>Ingenuity CT<br>(Ingenuity CT,<br>Ingenuity Core,<br>Ingenuity Core128) | Comments |
| | Design/Fundamental Scientific Technology | | |
| Application | Head/Body | Head/Body | Identical |
| Scan Regime | Continuous Rotation | Continuous Rotation | Identical |
| No. of Slices | 40 | Ingenuity CT<br>Configurations:<br>Ingenuity CT - 128<br>Ingenuity Core - 64<br>Ingenuity Core128 - 128 | The move to 64 slices was the<br>addition of physical detectors<br>increasing the total number of<br>slices to 64.<br>With a reconstruction process<br>and reduction in ("windmill")<br>artifacts, 128 slices can be<br>achieved from the 64 detectors.<br>Neither of these changes affect<br>safety and effectiveness. |
| Scan Modes | Surview<br>Axial Scan<br>Helical Scan | Surview<br>Axial Scan<br>Helical Scan | Identical |
| Minimum Scan Time | 0.42 sec for 360°<br>rotation | 0.42 sec for 360°<br>rotation | Identical |
| Image (Spatial<br>Resolution) | 24 lp/cm/max. | 24 lp/cm/max. | Identical |
| Image Noise | 0.27% at 120 kV,<br>250 mAs, 10 mm<br>slice thickness | 0.27% at 120 kV, 250<br>mAs, 10 mm slice<br>thickness | Identical |
| Image Matrix | Up to 1024 x 1024 | Up to 1024 x 1024 | Identical |
| Display | 1024 x 1280 | 1024 x 1280 | Identical |
| Host Infrastructure | Windows XP | Windows 7 | Identical, Windows based<br>computer running iPatient<br>system software, does not affect<br>safety and effectiveness. |
| Focal Spot | Dynamic Focal Spot | Dynamic Focal Spot<br>in X axis | Identical |
| Power (kW Output) | 60 kW | 80 kW | Generator is FDA class I,<br>510(k) exempt, no change in<br>functionality, physically the<br>same. This change does not<br>affect safety and effectiveness. |
| Substantial Equivalence Comparison Table 5-2 | | | |
| | Primary Predicate<br>Device<br>Philips Plus CT<br>Scanner<br>(K033326) | Proposed Philips<br>Ingenuity CT<br>(Ingenuity CT,<br>Ingenuity Core,<br>128<br>Ingenuity Core) | Comments |
| Design/Fundamental Scientific Technology | | | |
| mA Range | 30-500mA | 20-665mA | The impact of increasing the<br>tube power is an extended<br>mA range, difference in<br>range does not affect safety<br>and effectiveness. |
| kV Settings | 80, 120, 140 | 80, 100, 120, 140 | Provides another setting that<br>may be useful in standard<br>scanning, does not affect<br>safety and effectiveness. |
| Tube Type | MRC 800 | MRC Ice Tube (880) | Identical tube technology, the<br>two tubes share the same<br>anode, cathode, bearing,<br>anode drive, and electrical<br>interfaces, but differ in<br>housing, does not affect<br>safety and effectiveness. |
| Scan Field of View | Up to 500 mm | Up to 500 mm | Identical |
| Detector Type | Single layer ceramic<br>scintillator plus a<br>photodiode | Single layer ceramic<br>scintillator plus a<br>photodiode | Identical |
| Gantry Tilt | \$\pm 30^\circ\$ | \$\pm 30^\circ\$ | Identical |
| Gantry Rotation Speed | 143 RPM | 143 RPM | Identical |
| Bore Size | 700 mm | 700 mm | Identical |
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#### Summary of Non-Clinical Testing:
This 510(k) premarket notification contains technical documentation, which demonstrates that the proposed Philips Ingenuity CT is substantially equivalent to the predicate device, Philips Plus CT System in terms of safety and effectiveness. Testing was performed on the proposed Philips Ingenuity CT according to the following international and FDA recognized consensus standards and FDA guidance documents:
- · IEC 60601-1:2006 Medical electrical equipment Part 1: General requirements for basic safety and essential performance
- IEC 60601-1-2:2007, Medical electrical equipment Part 1-2: General requirements for basic safety and essential performance - Collateral Standard: Electromagnetic disturbances -Requirements and tests
- IEC 60601-1-3 Ed 2.0:2008 Medical electrical equipment Part 1-3: General requirements for basic safety - Collateral standard: Radiation protection in diagnostic X-ray equipment
- · IEC 60601-1-6:2010 Medical electrical equipment -- Part 1-6: General requirements for basic safety and essential performance - Collateral standard: Usability
- · IEC 60601-2-44:2009 Medical electrical equipment Part 2-44: Particular requirements for the safety of X-ray equipment
- IEC 62304:2006 First Edition Medical device software Software life cycle processes
- ISO 14971 Medical devices Application of risk management to medical devices (Ed. 2.0, 2007)
- Guidance for Industry and FDA Staff Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices (issued May 11, 2005, document number 337).
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The completed bench test protocols included the above IEC standard requirements in addition to other requirements found in the main system level software requirements of the System Requirements Specification and the Subsystem Requirement Specifications as well as the identified hazard mitigations from the Safety Risk Management Report. The traceability between the requirements, the hazard mitigations and the test protocols are described in the Traceability Matrix. The Traceability Matrix also shows the overall test results per requirement and per hazard mitigation. The results of the functional and non-functional regression tests as well as the user interface verification are provided in the Traceability Matrix.
Some of the bench tests included patient support/gantry positioning repeatability and accuracy. laser alignment accuracy, CT image quality metrics testing including CT number accuracy and uniformity within each slice for body and head. MTF. noise reduction performance of iDose*, slice thickness, slice sensitivity profiles and radiation metrics. Sample phantom images were provided to show the performance of the system in presence of implants, also when using a uniform phantom and a phantom with embedded test objects.
Software Documentation for a Moderate Level of Concern, per the FDA quidance document, "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices Document" issued on May 11, 2005, is also included as part of this submission.
- All verification tests were executed and passed the specified requirements, which validate that the Conclusion: subject device, Philips Ingenuity CT is substantially equivalent to the predicate device, Philips Plus CT Scanner, with regards to system performance.
### Summary
of Clinical The completed validation test plan identified the tasks, deliverables, methodology, requirements Testing: and the resources for validation of the intended use and meets customer needs.
> The validation testing covered clinical validation, serviceability validation, manufacturing validation and validation by analysis. The clinical validation covered requirements related to clinical workflows and features. The serviceability validation covered requirements related to upgrade, installation, servicing and troubleshooting of the system. The manufacturing validation covered requirements related to operations and manufacturing and the validation by analysis covered all other requirements that affect the end user that were not covered by the above testing.
> The validation test plan was executed as planned and acceptance criteria met for each requirement. All defects were managed and closed. All validation tests demonstrate the safety and effectiveness of the Philips Inqenuity CT in its performance as a CT system. The results of this validation testing are available in the Final Validation Report.
An image evaluation was performed to compare images of the brain, chest, abdomen and pelvis/peripheral orthopedic body areas that were reconstructed using either FBP or an iterative reconstruction technique (iDose4). Images were compared using a 5 point Likert scale by a qualified radiologist to determine if the images were of diagnostic quality. Results indicated that there was no difference in image quality observed between the images reconstructed with iDose4 compared to FBP reconstruction, with images reconstructed using iDose4 scoring higher in most cases. Therefore there was no impact on diagnostic performance and images using iDose4 which is provided on the Phillips Ingenuity CT are of diagnostic quality and equivalent to FBP reconstructed images provided on the predicate system.
The proposed Philips Ingenuity CT can be used as defined in its clinical workflow and intended use.
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## Overall
Based on the conformance to standards, development under Philips Medical System's quality Conclusion: system, the successful verification testing, additional engineering testing, and the clinical evaluation, Philips Medical Systems believes that the Philips Ingenuity CT is substantially equivalent to the predicate device Philips Plus CT Scanner (K033326). The proposed Philips Ingenuity CT is as safe and effective as the currently marketed and predicate device, Philips Plus CT Scanner, without raising any new safety and/or effectiveness concerns.
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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.