(57 days)
Yes
The device description explicitly mentions "multivariate pattern recognition methods" applied to image analysis, which is a common technique used in machine learning for classification and segmentation tasks.
No
The device is a CAD system intended for image analysis and post-processing, providing information for screening and diagnosis, not for therapeutic intervention.
Yes
Explanation: The "Intended Use / Indications for Use" section states that the device "provides information that may be useful in screening and diagnosis." This explicitly indicates its role in the diagnostic process.
No
The device description explicitly states that the CADstream system consists of proprietary software installed on an off-the-shelf personal computer and a monitor, indicating it includes hardware components beyond just the software itself.
Based on the provided text, this device is not an IVD (In Vitro Diagnostic).
Here's why:
- IVD Definition: In vitro diagnostics are tests performed on samples taken from the human body, such as blood, urine, or tissue, to detect diseases, conditions, or infections.
- CADstream's Function: CADstream analyzes magnetic resonance imaging (MRI) studies, which are images of the body, not samples taken from the body. It processes and analyzes existing medical images.
- Intended Use: The intended use clearly states it's for analyzing MRI studies and providing information to a skilled physician for interpretation. It does not involve testing biological samples.
Therefore, CADstream falls under the category of medical image processing or analysis software, not an in vitro diagnostic device.
No
The letter does not explicitly state that the FDA has reviewed and approved or cleared a PCCP for this specific device.
Intended Use / Indications for Use
CADstream is a Computer Aided Detection (CAD) system intended for use in analyzing magnetic resonance imaging (MRI) studies. CADstream automatically registers serial patient image acquisitions to minimize the impact of patient motion, segments and labels tissue types based on enhancement characteristics (parametric image maps), and performs other user-defined post-processing functions (image subtractions, multiplanar reformats, maximum intensity projections).
When interpreted by a skilled physician, this device provides information that may be useful in screening and diagnosis. CADstream can also be used to provide accurate and reproducible measurements of the longest diameters and volume of segmented tissues. Patient management decisions should not be made based solely on the results of CADstream analysis.
Product codes
90 LLZ
Device Description
The CADstream device relies on the assumption that pixels having similar MR signal intensities represent similar tissues. The CADstream software simultaneously analyzes the pixel signal intensities from multiple MR sequences and applies multivariate pattern recognition methods to perform tissue segmentation and classification.
The CADstream system consists of proprietary software developed by Confirma installed on an off-the-shelf personal computer and a monitor configured as an CADstream display station.
Mentions image processing
Yes
Mentions AI, DNN, or ML
Not Found
Input Imaging Modality
magnetic resonance imaging (MRI) studies
Anatomical Site
Not Found
Indicated Patient Age Range
Not Found
Intended User / Care Setting
skilled physician
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
Performance testing of the features described in the user manual has been successfully completed utilizing clinical datasets. Software beta testing also has been completed, validating that the requirements for these features have been met.
Summary of Performance Studies
The product has successfully completed the required integration and verification testing. Assessment of the product has been performed throughout the design development process in accordance with internal procedures and IEC 601-1-4.
Performance testing of the features described in the user manual has been successfully completed utilizing clinical datasets. Software beta testing also has been completed, validating that the requirements for these features have been met.
Key Metrics
Not Found
Predicate Device(s)
K002519, K961023, K984221, K992654, K020546
Reference Device(s)
Not Found
Predetermined Change Control Plan (PCCP) - All Relevant Information
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
Summary of Safety and Effectiveness 1
Confirma, Inc. Submitter: 821 Kirkland Avenue Kirkland, WA 98033-6318 Phone: (425) 576-1226 FAX: (425) 576-9295 www.confirma.com
July 11, 2003 Date Prepared:
Patricia A. Milbank Contact Person: Regulatory Consultant Phone: (425) 497-1700 x116 pmilbank@spirationinc.com
Device Trade Name: CADstream Version 2.0
Device Common Name: MRI Image Processing Software
Classification Name: 90 LLZ
Substantially Equivalent To:
Vitrea 2: K002519 Vital Images 3300 Fembrook Lane North Suite 200 Plymouth, MN 55447-5341
AccuImage Image Display Software: K961023 AccuImage, Inc. 16303 Panormaic Way San Leandro, CA 94578-1116
Siemens BOLD MRI: K984221 Siemens Corp 186 Wood Avenue, South Iselin, NJ 08830
Voxar Plug n' View 3D: K992654 Voxar Limited Bonnington Bond, 2 Anderson Place Edinburgh, UK EH6 5 NP
Fusion 7D: K020546 Mirada Solutions Ltd Mill Street Oxford, UK OX2 OJX
1
Intended Use Statement:
CADstream is a Computer Aided Detection (CAD) system intended for use in analyzing magnetic resonance imaging (MRI) studies. CADstream automatically registers serial patient image acquisitions to minimize the impact of patient motion, segments and labels tissue types based on enhancement characteristics (parametric image maps), and performs other user-defined post-processing functions (image subtractions, multiplanar reformats, maximum intensity projections).
When interpreted by a skilled physician, this device provides information that may be useful in screening and diagnosis. CADstream can also be used to provide accurate and reproducible measurements of the longest diameters and volume of segmented tissues. Patient management decisions should not be made based solely on the results of CADstream analysis.
Device Description
The CADstream device relies on the assumption that pixels having similar MR signal intensities represent similar tissues. The CADstream software simultaneously analyzes the pixel signal intensities from multiple MR sequences and applies multivariate pattern recognition methods to perform tissue segmentation and classification.
The CADstream system consists of proprietary software developed by Confirma installed on an off-the-shelf personal computer and a monitor configured as an CADstream display station.
Software Development
The CADstream device has been designed, developed, tested and validated according to written procedures. These procedures identify functions within the organization responsible for developing and approving product specifications, coding and testing, verification and validation testing, and technical support.
Performance
The product has successfully completed the required integration and verification testing. Assessment of the product has been performed throughout the design development process in accordance with internal procedures and IEC 601-1-4.
Clinical Evaluation
Performance testing of the features described in the user manual has been successfully completed utilizing clinical datasets. Software beta testing also has been completed, validating that the requirements for these features have been met.
2
Image /page/2/Picture/1 description: The image shows a logo with a stylized bird in flight, enclosed within a circle. The bird is depicted with three curved lines representing its wings and body. The circle surrounding the bird is not a solid line but appears to be made up of small, indistinct shapes, possibly dots or short lines. The logo is presented in black and white, with the bird and the circle standing out against a white background.
Public Health Service
AUG - 6 2003
Food and Drug Administration
9200 Corporate Boulevard
Rockville MD 20850
Ms. Patricia A. Milbank Regulatory Consultant Confirma, Inc. 821 Kirkland Avenue, Suite 100 KIRKLAND WA 98033
Re: K031779
Trade/Device Name: CADstream™ Version 2.0 MRI Image Processing Software Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: II
Product Code: 90 LLZ Dated: July 11 2003 Received: July 15, 2003
Dear Ms. Milbank:
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 (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); good manufacturing practice requirements as set forth in the quality systems (OS) 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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Page 2
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 the letter:
| 8xx.1xxx | (301) 594-4591 |
|---|---|
| 876.2xxx, 3xxx, 4xxx, 5xxx | (301) 594-4616 |
| 884.2xxx, 3xxx, 4xxx, 5xxx, 6xxx | (301) 594-4616 |
| 892.2xxx, 3xxx, 4xxx, 5xxx | (301) 594-4654 |
| Other | (301) 594-4692 |
Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. 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 may be obtained from the Division of Small Manufacturers, International and Consumer Assistance at its toll-free number (800) 638-2041 or (301) 443-6597 or at its Internet address http://www.fda.gov/cdrh/dsma/dsmamain.html.
Sincerely yours,
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
4
FDA Indication for Use Form
Confirma, Inc. Applicant:
510(k) Number (if known): K031779
Device Name: CADstream™ Version 2.0
Indication for Use:
CADstream is a Computer Aided Detection (CAD) system intended for use in analyzing magnetic resonance imaging (MRI) studies. CADstream automatically registers serial patient image acquisitions to minimize the impact of patient motion, segments and labels tissue types based on enhancement characteristics (parametric image maps), and performs other user-defined post-processing functions (image subtractions, multiplanar reformats, maximum intensity projections).
When interpreted by a skilled physician, this device provides information that may be useful in screening and diagnosis. CADstream can also be used to provide accurate and reproducible measurements of the longest diameters and volume of segmented tissues. Patient management decisions should not be made based solely on the results of CADstream analysis.
(PLEASE DO NOT WRITE BELOW THIS LINE - CONTINUE ON ANOTHER PAGE IF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
(Per 21 CFR 801.109) (Optional Format 1-2-96)
Prescription Use
David A. Holzman
510(k) Numbe July 30, 2003
K031779 Confirma, Inc.