(15 days)
Not Found
No
The description focuses on semi-automated tools using 3D active contour methodology and proprietary image segmentation algorithms, without mentioning AI or ML.
No.
The device is an image analysis workstation that provides tools for segmentation and measurement of lesions to assess patient response to therapy. It does not provide any therapy itself.
Yes
The "Intended Use / Indications for Use" section explicitly states that the system addresses the needs of "physicians performing diagnostic oncologic imaging." The "Device Description" also mentions "Diagnostic CT scans are viewed" and that the system helps in "assessment of response to therapy," which is a diagnostic purpose.
No
The device description explicitly states that the product consists of a "custom-configured desktop computer system consisting of high-performance commercial-off-the-shelf computer components, and INTIO proprietary software". This indicates that the device includes hardware components in addition to the software.
Based on the provided information, the INTIO ClearStart.SVM™ system is not an In Vitro Diagnostic (IVD).
Here's why:
- IVDs are used to examine specimens derived from the human body. The ClearStart.SVM™ system analyzes medical images (CT scans) of the patient's body directly, not samples taken from the body.
- The intended use focuses on image analysis for diagnosis, treatment planning, and follow-up. While this is a diagnostic process, it's based on interpreting images, not analyzing biological samples.
- The device description details image processing techniques and measurements derived from images. It doesn't mention any procedures involving biological specimens or laboratory analysis.
Therefore, the ClearStart.SVM™ system falls under the category of medical imaging software or a medical image analysis system, not an In Vitro Diagnostic device.
N/A
Intended Use / Indications for Use
The INTIO ClearStart.SVM™ system is a self-contained image analysis desktop workstation addressing the needs of physicians performing diagnostic oncologic imaging, treatment planning, and post-procedure or systemic therapy follow-up assessment. ClearStart.SVM™ provides semi-automated tools for segmentation of suspicious lesions including primary and metastatic lung and liver tumors, and lymph node assessment using non-contrast and contrast CT images. Following lesion segmentation, ClearStart.SVM™'s automated volumetric, RECIST and WHO lesion measurements provide the user with data on the time-course of patient response to therapy. An on-board large disk storage capacity allows the user to easily track each patient's CT data from initial diagnosis through therapeutic interventions and follow up exams and includes a reporting package to aid in the assessment of response to therapy.
The system is password protected so that only the above mentioned trained medical professionals are authorized users.
Product codes (comma separated list FDA assigned to the subject device)
LLZ
Device Description
The ClearStart•SVM™ product consists of a custom-configured desktop computer system consisting of high-performance commercial-off-the-shelf computer components, and INTIO proprietary software running on a Linux operating system. CT data is read into the system from a CD or DVD and stored uncompressed into a database which allows easy retrieval for follow up assessments.
The ClearStart.SVM™ system uses data from contrast and non-contrast CT examinations of patients presenting with solid tumors. SVM segments the turnor within the organ and determines measurements such as longest tumor length in axial views and tumor volume. Diagnostic CT scans are viewed in both multiplanar reformatted (MPR) views and 3D volume rendered (VR) views, allowing the user to choose the best visualization of selected tumors to be treated. Typically tumors are best visualized in the contrast CT exam which is used for analysis. User selected lesions are segmented with minimal user input. The user places a cursor over the tumor and by clicking a mouse button inserts one or more region-growing seed points in the tumor to be segmented. Feedback of the seed location is shown in graphical overlays on the MPR views. After the seed or seeds are placed, the user activates a computer determined bounding box surrounding the marked lesion, with the surrounding tissue demonstrating a contrast difference to the marked tumor. The lesion is then segmented using 3D active contour methodology.
As a follow up to a specific therapy the ClearStart+SVM™ system provides tools to help assess the effectiveness of image-guided loco-regional or systemic therapies for solid or semi-solid tumors throughout the body. Users are able to review changes in tumor dimensions based on follow up CT scans with computer-assisted segmentation and automated measurement of lesions to determine tumor response to therapy over time. The ClearStart SVM system is designed to semi-automatically segment and automatically measure tumors of the liver, lung, and lymph nodes.
INTIO engineers have developed ClearStart-SVM™'s image processing and display software which provides both 2D (MPR) image display and 3D volume-rendered (VR) display capability. Response of tumors to therapy, either loco-regional or systemic, is facilitated by lesion segmentation and automated measurement leveraging INTIO's proprietary image segmentation algorithm. The automated measurements include both conventional and specific quantitative measurements such as RECIST, WHO and volumetric CT measurements.
Mentions image processing
Yes
Mentions AI, DNN, or ML
Not Found
Input Imaging Modality
CT images
Anatomical Site
lung and liver tumors, and lymph node
Indicated Patient Age Range
Not Found
Intended User / Care Setting
Physicians performing diagnostic oncologic imaging, treatment planning, and post-procedure or systemic therapy follow-up assessment.
Description of the training set, sample size, data source, and annotation protocol
Not Found
Description of the test set, sample size, data source, and annotation protocol
Not Found
Summary of Performance Studies (study type, sample size, AUC, MRMC, standalone performance, key results)
Internal and third party testing was performed to assure that the system is safe and efficacious prior to use by customers. INTIO's Test Engineering Department performed software verification testing considering an array of test use cases following internal test procedures to assure that the system design specifications were realized. Medical professionals who are familiar with similar systems validated the software workflow and usability confirming that the system's design intent was realized. Together with these validation and verification processes we engaged a third party electronics testing laboratory (ETL) to assure compliance to appropriate regulatory standards for electromagnetic compatibility and electrical safety.
Key Metrics (Sensitivity, Specificity, PPV, NPV, etc.)
Not Found
Predicate Device(s): If the device was cleared using the 510(k) pathway, identify the Predicate Device(s) K/DEN number used to claim substantial equivalence and list them here in a comma separated list exactly as they appear in the text. List the primary predicate first in the list.
Reference Device(s): Identify the Reference Device(s) K/DEN number and list them here in a comma separated list exactly as they appear in the text.
Not Found
Predetermined Change Control Plan (PCCP) - All Relevant Information for the subject device only (e.g. presence / absence, what scope was granted / cleared under the PCCP, any restrictions, etc).
Not Found
§ 892.2050 Medical image management and processing system.
(a)
Identification. A medical image management and processing system is a device that provides one or more capabilities relating to the review and digital processing of medical images for the purposes of interpretation by a trained practitioner of disease detection, diagnosis, or patient management. The software components may provide advanced or complex image processing functions for image manipulation, enhancement, or quantification that are intended for use in the interpretation and analysis of medical images. Advanced image manipulation functions may include image segmentation, multimodality image registration, or 3D visualization. Complex quantitative functions may include semi-automated measurements or time-series measurements.(b)
Classification. Class II (special controls; voluntary standards—Digital Imaging and Communications in Medicine (DICOM) Std., Joint Photographic Experts Group (JPEG) Std., Society of Motion Picture and Television Engineers (SMPTE) Test Pattern).
0
K 113541
510(k) Summary
DEC 1 6 2011
Company address and contact:
INTIO Inc, 325 Interlocken Parkway Building C Broomfield, CO 80021
Main telephone: 303-800-3700 Fax: 3030-396-0033 Contact: David Gustafson, Vice President, Research and Development Date Prepared: October 21, 2011
1. Identification of the Device
Proprietary Trade Name: ClearStart SVM™, Segmentation and Volumetric Measurement (SVM) Classification Name: System, Image Processing, Radiological Common/Usual Name: System, Image Processing Radiological Product Code: LLZ
2. Equivalent Legally Marketed Device:
Manufacturer: Siemens Medical Solutions, USA, Inc. Name of Predicate Device: syngo CT Oncology FDA 510(k) Number: K071310 FDA Clearance Date: June 8, 2007.
3. Indications for Use Statement
The INTIO ClearStart.SVM™ system is a self-contained image analysis desktop workstation addressing the needs of physicians performing diagnostic oncologic imaging, treatment planning, and post-procedure or systemic therapy follow-up assessment. ClearStart.SVM™ provides semi-automated tools for segmentation of suspicious lesions including primary and metastatic lung and liver tumors, and lymph node assessment using non-contrast and contrast CT images. Following lesion segmentation, ClearStart.SVM™'s automated volumetric, RECIST and WHO lesion measurements provide the user with data on the time-course of patient response to therapy. An on-board large disk storage capacity allows the user to easily track each patient's CT data from initial diagnosis through therapeutic interventions and follow up exams and includes a reporting package to aid in the assessment of response to therapy.
The system is password protected so that only the above mentioned trained medical professionals are authorized users.
1
4. Description of Device
The ClearStart•SVM™ product consists of a custom-configured desktop computer system consisting of high-performance commercial-off-the-shelf computer components, and INTIO proprietary software running on a Linux operating system. CT data is read into the system from a CD or DVD and stored uncompressed into a database which allows easy retrieval for follow up assessments.
The ClearStart.SVM™ system uses data from contrast and non-contrast CT examinations of patients presenting with solid tumors. SVM segments the turnor within the organ and determines measurements such as longest tumor length in axial views and tumor volume. Diagnostic CT scans are viewed in both multiplanar reformatted (MPR) views and 3D volume rendered (VR) views, allowing the user to choose the best visualization of selected tumors to be treated. Typically tumors are best visualized in the contrast CT exam which is used for analysis. User selected lesions are segmented with minimal user input. The user places a cursor over the tumor and by clicking a mouse button inserts one or more region-growing seed points in the tumor to be segmented. Feedback of the seed location is shown in graphical overlays on the MPR views. After the seed or seeds are placed, the user activates a computer determined bounding box surrounding the marked lesion, with the surrounding tissue demonstrating a contrast difference to the marked tumor. The lesion is then segmented using 3D active contour methodology2.
As a follow up to a specific therapy the ClearStart+SVM™ system provides tools to help assess the effectiveness of image-guided loco-regional or systemic therapies for solid or semi-solid tumors throughout the body. Users are able to review changes in tumor dimensions based on follow up CT scans with computer-assisted segmentation and automated measurement of lesions to determine tumor response to therapy over time. The ClearStart SVM system is designed to semi-automatically segment and automatically measure tumors of the liver, lung, and lymph nodes.
INTIO engineers have developed ClearStart-SVM™'s image processing and display software which provides both 2D (MPR) image display and 3D volume-rendered (VR) display capability. Response of tumors to therapy, either loco-regional or systemic, is facilitated by lesion segmentation and automated measurement leveraging INTIO's proprietary image segmentation algorithm. The automated measurements include both conventional and specific quantitative measurements such as RECIST, WHO and volumetric CT measurements.
5. Comparison to Predicate Device
A predicate product, syngo CT Oncology from Siemens Medical Solutions, is our substantially equivalent product for comparison. The main features of the INTIO ClearStart.SVM™ and Siemens CT Oncology products are shown in Table 5-1. There is nearly a complete feature set match between the ClearStart+SVMT™ and CT Oncology svstems. Siemens references "automated" tumor segmentation, but since their system requires some user inputs it more correctly should be called semi-automated
1 Adams R and Bishof L, Seeded Region Growing, IEEE Trans PAMI (1994) 16(6): 641-647.
2 Zhang L et al., Segmentation of liver tumors in CT scans using a 3D active contour method. Int J CARS (2010) 5 (Suppl 1): $287
2
segmentation. Similarly, the INTIO ClearStart+SVM™ product is a user initiated semiautomated segmentation process wherein the user identifies the target lesion to be assessed and uses a computer mouse to graphically mark one or more areas in the lesion. From that point onward all the processing is automated. Both products provide summary information for reports which the users may utilize in their assessment of the response to various cancer therapies.
| INTIO ClearStart•SVM™ Feature | Siemens CT Oncology Feature from
510(k) K071310 Summary |
|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Semi- automated and Automated tools
from CT data for: | Automated tools from CT data for: |
| Segmentation (semi-automated) | Automated Segmentation |
| Automated Volumetric Assessment
of Lesions | Automated Volumetric Assessment
of Lesions |
| Specifically for: | Specific tools for: |
| Liver | Liver |
| Lung | Lung and |
| Lymph nodes | Lymph nodes |
| Reporting of results for time serial tumor | Reporting of results to track lesions over |
| response assessment | time |
| Indications for use: The INTIO
ClearStart•SVM™ system is a self-
contained image analysis desktop
workstation addressing the needs of
physicians performing diagnostic oncologic
imaging, treatment planning, and post-
procedure or systemic therapy follow-up
assessment. ClearStart•SVM™ provides
semi-automated tools for segmentation of
suspicious lesions including primary and
metastatic lung and liver tumors, and
lymph node assessment using non-
contrast and contrast CT images.
Following lesion segmentation,
ClearStart•SVM™'s automated volumetric,
RECIST and WHO lesion measurements
provide the user with data on the time-
course of patient response to therapy. An
on-board large disk storage capacity
allows the user to easily track each
patient's CT data from initial diagnosis
through therapeutic interventions and
follow up exams and includes a reporting
package to aid in the assessment of
response to therapy | Indications for use: syngo CT Oncology
is a self-contained, non invasive image
analysis software package designed to
fast-track routine diagnostic oncology,
staging and follow-up. Flexible layouts and
automated image registration facilitate the
synchronous display and navigation of
multiple datasets for viewing multi-phase
CT data and easy follow-up comparison.
The application provides a range of
automated tools specifically designed to
support physicians in the segmentation
and volumetric evaluation of suspicious
lesions including dedicated tools for lung,
liver and lymph node assessment in CT
data. Dedicated workflow-support and
integrated, accumulative reporting allow to
track lesions and their changes in e.g. size,
shape and enhancement pattern over time.
Syngo CT Oncology also facilitates
functional imaging offering fusion with
other modalities such as PET data. It also
features syngo LungCAD for detecting
small lung nodules (PMA-approved). |
| Hardware/Software Platform: | Hardware Software Platform: |
| Built Linux operating system, AMD PC Platform | Built on syngo common software, Intel/Windows PC Platform. |
| User Interface: Graphical user interface for control of all system features. | User Interface: Graphical user interface for control of all system features |
Table 5.1 Feature Comparison to Predicate Device
3
6. Testing Information and Conclusion
In all material aspects, INTIO ClearStart·SVM is substantially equivalent to the predicate system, both being built on PC platforms using a windowed user interface environment. Both internal and third party testing was performed to assure that the system is safe and efficacious prior to use by customers. INTIO's Test Engineering Department performed software verification testing considering an array of test use cases following internal test procedures to assure that the system design specifications were realized. Medical professionals who are familiar with similar systems validated the software workflow and usability confirming that the system's design intent was realized. Together with these validation and verification processes we engaged a third party electronics testing laboratory (ETL) to assure compliance to appropriate regulatory standards for electromagnetic compatibility and electrical safety. When we receive 510(k) clearance the software and hardware will be formally released to production by an ISO 13485 compliant third party manufacturing partner.
4
Image /page/4/Picture/0 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo features a stylized caduceus, a symbol often associated with medicine and healthcare. The words "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" are arranged in a circular pattern around the caduceus.
Public Health Service
Food and Drug Administration 10903 New Hampshire Avenue Document Control Room - WO66-G609 Silver Spring, MD 20993-0002
INTIO Inc. % Mr. Mark Job Responsible Third Party Official Regulatory Technology Services LLC 1394 25th Street NW BUFFALO MN 55313
DEC 1 6 2011
Re: K113541
Trade/Device Name: ClearStart SVM™, Segmentation and Volumetric Measurement Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: II Product Code: LLZ Dated: November 30, 2011 Received: December 1. 2011
Dear Mr. Job:
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 class II (Special Controls), it may be subject to such additional controls. Existing major regulations affecting your device can be found in Title 21, · Code of Federal Regulations (CFR), Parts 800 to 895. 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 Parts 801 and 809); medical device reporting (reporting of
5
· Page 2
medical device-related adverse events) (21 CFR 803); and good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820). 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 Parts 801 and 809), please contact the Office of In Vitro Diagnostic Device Evaluation and Safety at (301) 796-5450. 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.
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 (301) 796-7100 or at its Internet address http://www.fda.gov/cdrh/industry/support/index.html.
Sincerely Yours.
Mary Pastel
Mary S. Pastel, Sc.D. Director Division of Radiological Devices Office of In Vitro Diagnostic Device Evaluation and Safety Center for Devices and Radiological Health
Enclosure
6
Indications for Use Statement
510(k) Number (if known):
Device Name: ClearStart:SVMTM, Segmentation and Volumetric Measurement
Indications for Use:
The INTIO ClearStart•SVM™ system is a self-contained image analysis desktop workstation addressing the needs of physicians performing diagnostic oncologic imaging, treatment planning, and post-procedure or systemic therapy follow-up assessment. ClearStart SVM™ provides semi-automated tools for segmentation of suspicious lesions including primary and metastatic lung and liver tumors, and lymph node assessment using non-contrast and contrast CT images. Following lesion segmentation, ClearStart.SVM™'s automated volumetric, RECIST and WHO lesion measurements provide the user with data on the time-course of patient response to therapy. An on-board large disk storage capacity allows the user to easily track each patient's CT data from initial diagnosis through therapeutic interventions and follow up exams and includes a reporting package to aid in the assessment of response to therapy.
The system is password protected so that only the above mentioned trained medical professionals are authorized users.
Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use AND/OR (21 CFR 801 Subpart C)
(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE OF NEEDED)
Concurrence of CDRH, Office of In Vitro Diagnostic Devices (OIVD)
Division Sign-Off Office of In Vitro Diagnostic Device Evaluation and Safety
510(k) K113541.