(135 days)
Not Found
No
The description focuses on standard image processing and visualization techniques (MPR, MIP, VRT, CPR) and does not mention AI or ML. The performance studies described are functional and integration tests, not performance metrics typically associated with AI/ML algorithms.
No
This device is described as medical image processing software used for post-processing of coronary CT angiography images, focusing on visualization and analysis, not direct treatment or therapy.
No
The device is described as medical image processing software used for post-processing of coronary CT angiography images. Its function is to visualize and manage image data, not to diagnose medical conditions or diseases.
Yes
The device description explicitly states it is "Medical image processing software" and describes its functions as network system management and image processing based on local storage. It obtains data from medical image equipment and stores it, then processes and manages it. There is no mention of any hardware component being part of the device itself.
Based on the provided information, 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.
- Device function: The DW-CACTAS is a medical image processing software that works with coronary CT angiography images. These are images generated from a medical imaging modality (CT) and are not samples taken from the body for laboratory analysis.
- Intended Use: The intended use is for post-processing of coronary CT angiography images, which is a process applied to existing medical images, not a diagnostic test performed on a biological sample.
The software's function is to manipulate and visualize existing medical images to aid in diagnosis, which falls under the category of medical image processing software, not in vitro diagnostics.
N/A
Intended Use / Indications for Use
The DW-CACTAS is a medical image processing software, combining digital image processing and visualization tools (multiplanar reconstruction (MPR) think, maximum intensity projection(MP) thin/thick, inverted MIP thinkthick, volume rendering technique (VRT), curved planar reformation (CPR)), this software is used for post-processing of coronary CT angiography images.
Product codes (comma separated list FDA assigned to the subject device)
JAK
Device Description
Medical image processing software (DW- CACTAS) is a network system management and image processing software based on local storage service. The software obtains image data from medical image equipment through image network transmission and storage technology, and stores data in the server. Through the information system management function module and image processing module, medical institution can transmit, store, query, browse, manage and process image data.
Combining digital image processing and visualization tools (multiplanar reconstruction (MPR) thin/thick, maximum intensity projection(MIP) thin/thick, inverted MIP thin/thick, volume rendering technique (VRT), curved planar reformation (CPR)), the DW- CACTAS is used for post-processing of coronary CT angiography images.
The data transmission of the software follows the HTTP transmission protocol and DICOM network protocol, and supports the DICOM3.0 standard data transmission interface. The medical image storage format is DICOM.
Mentions image processing
Yes
Mentions AI, DNN, or ML
Not Found
Input Imaging Modality
Coronary CT angiography images
Anatomical Site
Coronary
Indicated Patient Age Range
Not Found
Intended User / Care Setting
Used by professionals with medical imaging diagnosis experience.
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
Non clinical tests were conducted to verify that the proposed device met all design specifications as was Substantially Equivalent (SE) to the predicate device. The test results demonstrated that the proposed device complies with the following standards: Bench Testing for the Software Test Report, IEC 62304 Edition 1.1 2015-06 Medical device software - Software life cycle processes, NEMA PS 3.1 - 3.20 Digital Imaging and Communications in Medicine (DICOM) Set.
Summary of Performance Studies (study type, sample size, AUC, MRMC, standalone performance, key results)
Non-clinical tests (integration and functional) were conducted for DW- CACTAS during product development. Performance tests were conducted to test the functionality of DW- CACTAS. The modifications described in this Premarket Notification were supported with verification/validation testing. These tests have been performed to test the ability of the included features of the subject device. The results of these tests demonstrate that the subject device performs as intended. The result of all conducted testing was found acceptable to support the claim of substantial equivalence.
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
§ 892.1750 Computed tomography x-ray system.
(a)
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.(b)
Classification. Class II.
0
Image /page/0/Picture/0 description: The image shows the logo of the U.S. Food and Drug Administration (FDA). The logo consists of two parts: the Department of Health and Human Services logo on the left and the FDA logo on the right. The FDA logo features the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG ADMINISTRATION" in blue text.
August 11, 2022
Hangzhou Deepwise & league of PHD Technology Co., Ltd. % Ray Wang General Manager Beijing Believe-Med Technology Service Co., Ltd. Rm.912, Building #15, XiYueHui, No.5, YiHe North Rd., FangShan District Beijing, Beijing 102401 CHINA
Re: K220910
Trade/Device Name: Medical image processing software Regulation Number: 21 CFR 892.1750 Regulation Name: Computed tomography x-ray system Regulatory Class: Class II Product Code: JAK Dated: July 7, 2022 Received: July 11, 2022
Dear Ray Wang:
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. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. 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
1
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 of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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 https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
Laurel Burk, Ph.D. Assistant Director Diagnostic X-Ray Systems Team DHT8B: Division of Radiological Imaging Devices and Electronic Products OHT8: Office of Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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Indications for Use
510(k) Number (if known) K220910
Device Name Medical image processing software
Indications for Use (Describe)
The DW-CACTAS is a medical image processing software, combining digital image processing and visualization tools (multiplanar reconstruction (MPR) think, maximum intensity projection(MP) thin/thick, inverted MIP thinkthick, volume rendering technique (VRT), curved planar reformation (CPR)), this software is used for post-processing of coronary CT angiography images.
| Type of Use (Select one or both, as applicable) | |
|---|---|
| Prescription Use (Part 21 CER 801 Subpart D) | Over-The-Counter Use (21 CFR 801 Subpart C) |
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The assigned 510(k) Number: K220910
510(k) Summary
This 510(k) Summary of 510(k) safety and effectiveness information is being submitted in accordance with requirements of SMDA 1990 and 21 CFR 807.92.
The assigned 510(k) Number: K220910
-
- Date of Preparation: 08/10/2022
-
- Sponsor
Hangzhou Deepwise & league of PHD Technology Co.,Ltd.
Room 705, Building 8, 1818-2 Wenyi West Road, Yuhang District, 311121, Hangzhou City, Zhejiang Province, China Contact Person: Hailong Xu Position: QA manager Tel: +86-13521047585 Fax: +86-0571-88075727 Email: xuhailong@deepwise.com
-
- Submission Correspondent
Beijing Believe-Med Technology Service Co., Ltd.
Rm.912, Building #15, XiYueHui, No.5, YiHe North Rd., FangShan District, Beijing, China,102401 Contact Person: Ray Wang Position: General Manager Tel: +86-18910677558 Fax: +86-10-56335780 Email: information@believe-med.com
- Proposed Device Identification 4.
Trade Name: Medical image processing software Common Name: System, X-Ray, Tomography, Computed Regulatory Information: Classification: II Product Code: JAK Regulation Number: 21 CFR 892.1750 Regulation Name: Computed tomography x-ray system Review Panel: Radiology
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Indication For Use Statement:
The DW-CACTAS is a medical image processing software, combining digital image processing and visualization tools (multiplanar reconstruction (MPR) thin/thick, maximum intensity projection(MIP) thin/thick, inverted MIP thin/thick, volume rendering technique (VRT), curved planar reformation i (CPR)), this software is used for post-processing of coronary CT angiography images.
- Predicate Device Identification ર.
510(k) Number: K173637 Product Name: Syngo.CT Coronary Analysis Manufacturer: Siemens Medical Solutions USA, Inc.
6. Device Description
Medical image processing software (DW- CACTAS) is a network system management and image processing software based on local storage service. The software obtains image data from medical image equipment through image network transmission and storage technology, and stores data in the server. Through the information system management function module and image processing module, medical institution can transmit, store, query, browse, manage and process image data.
Combining digital image processing and visualization tools (multiplanar reconstruction (MPR) thin/thick, maximum intensity projection(MIP) thin/thick, inverted MIP thin/thick, volume rendering technique (VRT), curved planar reformation (CPR)), the DW- CACTAS is used for post-processing of coronary CT angiography images.
The data transmission of the software follows the HTTP transmission protocol and DICOM network protocol, and supports the DICOM3.0 standard data transmission interface. The medical image storage format is DICOM.
-
Non-Clinical Test Conclusion 7.
Non clinical tests were conducted to verify that the proposed device met all design specifications as was Substantially Equivalent (SE) to the predicate device. The test results demonstrated that the proposed device complies with the following standards: -
Bench Testing for the Software Test Report
-
IEC 62304 Edition 1.1 2015-06 Medical device software - Software life cycle processes
-
NEMA PS 3.1 - 3.20 Digital Imaging and Communications in Medicine (DICOM) Set
-
Clinical Test Conclusion 8.
No clinical study is included in this submission.
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| ITEM | Proposed Device
Medical image processing software | Predicate Device K173637
syngo.CT Coronary Analysis | Remark |
|--------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------|
| Software Operating
Platform | Linux Ubuntu 16.04 | SOMARIS/8 VB30 | Analysis 1 |
| Indications for Use | The DW-CACTAS is a medical
image processing software,
combining digital image processing
and visualization tools (multiplanar
reconstruction (MPR) thin/thick,
maximum intensity
projection(MIP) thin/thick,
inverted MIP thin/thick, volume
rendering technique (VRT), curved
planar reformation (CPR)), this
software is used for
post-processing of coronary CT
angiography images. | syngo.CT Coronary Analysis is an
image analysis software package for
evaluating cardiac CT angiography
(CTA) volume data sets. Combining
digital image processing and
visualization tools (multiplanar
reconstruction (MPR) thin/thick,
maximum intensity projection
(MIP) thin/thick, inverted MIP
thin/thick, volume rendering
technique (VRT), curved planar
reformation (CPR)), evaluation
tools (coronary vessel centerline
calculation, stenosis calculation and
plaque analysis) and reporting tools
(lesion location, lesion
characteristics and key images), the
software package is designed to
support the physician in confirming
the presence or absence of
physician-identified coronary
lesions and evaluation,
documentation and follow-up of any
such lesion. These
visualization/evaluation tools allow
for characterization (geometry
(length, lumen diameter, cross
section area, stenosis grade) and
appearance (HU values)) of
coronary lesions and lesion size
over time, helping the physician to
assess the changes in their growth.
It is also designed to help the
physician classify conspicuous
regions of tissue. | SAME |
| Visualization and | Image List | Basic Visualization and Navigation | Analysis 2 |
| Segmentation
Tools | | Tools | |
| | Myocardium segmentation in VR
image | Automatic Organ Segmentation | |
| | Blood vessel centerline calculation | Automatic Vessel Tracing | |
| | 3D VR image of Image browsing
and processing functions | 3D Vessel Visualization Tools | |
| | 2D VR image of Image browsing
and processing functions | 2D Vessel Visualization Tools | |
| | Blood vessel positioning | Vessel Navigation Tools | |
| | Blood vessel identification | Vessel Definition Tools | |
| | Blood vessel measurement and
centerline calculation | Vessel Evaluation Tools | |
| | VR/CPR/lumen/Xsection image
creation | Result Image Creation | |
| | / | Integrated Reporting | Analysis 3 |
| Archiving and
Reporting | User Interface | User Interface | SAME |
| | Archiving/Storing | Archiving/Storing | SAME |
| | Communication | Communication | SAME |
Substantially Equivalent (SE) Comparison 9.
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Analysis 1:
The proposed device is different with the predicate device on Software Operating Platform, but the intended use is the same, for this risk we have conducted the software testing, the test results show that our products can meet the intended use and the difference does not raise any risk.
Analysis 2:
We are not sure whether the proposed device and the predicate device are exactly the same on Visualization and Segmentation Tools, because we can't get the algorithm for predicate device, but the intended use is the same. For this uncertain deficiency we have conducted the software testing, the test results show that our products can meet the intended use, and compared to the predicate, the uncertain deficiency does not raise any risk.
Analysis 3:
The proposed device is different with the predicate device on Visualization and Segmentation Tools, the proposed device won't generate report, but this difference would not affect its safety and effectiveness. The proposed device is used by professionals with medical imaging diagnosis experience, according to the medical imaging experience of professionals, combined with the patient's medical history and the patient's own physical condition for diagnosis. The proposed device has better performance to the predicate device. Both proposed device and predicate device are safe and effective, so we consider which is same with the predicate device and this difference does not raise any risk.
10. Performance Data
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Non-Clinical Testing Summary
Non-clinical tests (integration and functional) were conducted for DW- CACTAS during product development. Performance tests were conducted to test the functionality of DW- CACTAS. The modifications described in this Premarket Notification were supported with verification/validation testing. These tests have been performed to test the ability of the included features of the subject device. The results of these tests demonstrate that the subject device performs as intended. The result of all conducted testing was found acceptable to support the claim of substantial equivalence. Hangzhou Deepwise & league of PHD Technology Co.,Ltd. claims conformance to the following performance standards:
| Product Area | Title of Standard | Publication
Date | Standards Development
Organization |
|--------------------------|-----------------------------------------------------------------------------------------------------------------|---------------------|---------------------------------------|
| Radiology | NEMA PS 3.1 - 3.20 Digital Imaging and
Communications in Medicine (DICOM) Set | 06/27/2016 | NEMA |
| Software | IEC 62304 Edition 1.1 Medical device
software - Software life cycle processes | 2015-06 | IEC |
| Software/
Informatics | Medical devices - Application of risk
management to medical devices | 2019-12 | ISO |
| General I
(QS/RM) | IEC 62366-1 Edition 1.1 Medical devices -
Part 1: Application of usability engineering
to medical devices | 2020-06 | IEC |
Non-Clinical Performance (Bench) Testing
The function of the software meets the expected functional requirements. According to the DICOM standard communication protocol, it establishes a communication with the PACS system, obtains medical image data through network communication, and can realize the transmission, browsing, query and processing of medical images.
Software Verification and Validation
Software Documentation for a Moderate Level of Concern software per FDA's Guidance Document " Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices" issued on May 11, 2005 is also included as part of this submission. The performance data demonstrates continued conformance with special controls for medical devices containing software. The Risk Analysis was completed and risk control implemented to mitigate identified hazards. The testing supports that all software specifications have met the acceptance criteria. Testing for verification and validation support the claim of substantial equivalence.
Medical image processing software conforms to the Cybersecurity requirements by implementing a
8
process of preventing unauthorized access, modifications, misuse or denial of use, or the unauthorized use of information that is stored, accessed, or transferred from a medical device to an external recipient. Cybersecurity information in accordance with guidance document "Content of Premarket Submissions for Management of Cybersecurity Medical Devices issues on October 2, 2014" is included within this submission.
General Safety and Effectiveness Concerns
The device labeling contains instructions for use and any necessary cautions and warnings to provide for safe and effective use of the device. Risk management is ensured via a hazard analysis, which is used to identify potential hazards. These potential hazards are controlled during development, verification and validation testing. Medical image processing software is designed to fulfill the requirements of the applicable safety and performance standards as listed above.
11. Substantially Equivalent (SE) Conclusion
Based on the comparison and analysis above, the proposed device is determined to be Substantially Equivalent (SE) to the predicate device.