AmCAD-US is a software device intended to visualize and analyze the statistical distributions of backscattered signals echoed by tissue compositions in the body. The backscattered signals are subject to the RF or Envelope data made available by an FDA-cleared general-purpose ultrasound system. The US-mode images displayed on AmCAD-US must not be used alone for primary diagnostic interpretation.
Device Story
AmCAD-US is a software package for ultrasound image analysis; processes RF or envelope data from FDA-cleared general-purpose ultrasound systems; transforms raw backscattered signals into parametric images and statistical distributions; provides dual-mode display (conventional B-mode and color-mapped US-mode); allows user-selected region of interest (ROI) for quantification; generates histogram views and descriptive statistics; exports analysis results in text/image formats; used in clinical settings by healthcare providers; assists in assessing tissue states; does not provide primary diagnostic interpretation; benefits include enhanced visualization of tissue composition variations.
Clinical Evidence
No clinical studies required. Evidence includes software verification (unit, integration, system tests) and non-clinical validation. Phantom study demonstrated utility in analyzing cell compositions. Animal study (6 rats with DMN-induced liver fibrosis) showed correlation between backscattered statistics and fibrosis dosage. Human tissue validation (thyroid and abdomen modes) confirmed applicability across various tissue types and compatibility with multiple FDA-cleared ultrasound systems.
Technological Characteristics
Software-based image processing; operates on standard PC; inputs RF or envelope data; utilizes parametric and non-parametric statistical models for backscatter analysis; outputs color-coded parametric images and histograms; data export functionality; standalone software application.
Indications for Use
Indicated for visualization and analysis of statistical distributions of backscattered signals from tissue compositions in the body using RF or envelope data from FDA-cleared ultrasound systems. Not for primary diagnostic interpretation.
Regulatory Classification
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.
Special Controls
*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).
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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
May 30, 2017
AmCad BioMed Corporation % Chiu S. Lin, Ph.D. President Lin & Associates, LLC 5614 Johnson Avenue BETHESDA MD 20817
Re: K162574
Trade/Device Name: AmCAD-US Regulation Number: 21 CFR 892.2050 Regulation Name: Picture archiving and communications system Regulatory Class: II Product Code: LLZ Dated: April 27, 2017 Received: April 28, 2017
Dear Dr. Lin:
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/ResourcesforYou/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
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 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.
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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## Indications for Use
510(k) Number (if known) K162574
Device Name AmCAD-US
Indications for Use (Describe)
AmCAD-US is a software device intended to visualize the statistical distributions of backscattered signals echoed by tissue compositions in the body. The backscattered signals are subject to the RF or Envelope data made available by an FDA-cleared general-purpose ultrasound system. The US-mode images displayed on AmCAD-US must not be used alone for primary diagnostic interpretation.
Type of Use (Select one or both, as applicable)
| <span></span> | Prescription Use (Part 21 CFR 801 Subpart D) |
|---------------|----------------------------------------------|
| <span></span> | Over-The-Counter Use (21 CFR 801 Subpart C) |
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Image /page/3/Picture/0 description: The image shows the logo and contact information for AmCad BioMed Corporation. The logo features a blue stylized "A" with a circle inside. The text includes the company name in both Chinese and English, followed by the address: FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, ROC. The telephone number is +886-2-27136227 and the fax number is +886-2-27152181.
# 510(k) Summary of Safety and Effectiveness
This 510(k) summary of safety and effectiveness information is submitted as part of the Premarket Notification in compliance with requirements of CFR Part 807, Subpart E and Section 807.92
## 1.1 Identification of Submitter:
| Submitter: | AmCad BioMed Corporation |
|-----------------------|-----------------------------------------------------------|
| Address: | FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, R.O.C. |
| Phone: | 886-2-2713-6227 |
| Fax: | 886-2-2715-2181 |
| Contact: | Jack Yang |
| Title: | Vice President |
| Phone: | 886-2-2713-6227 ext.2358 |
| Fax: | 886-2-2715-2181 |
| Email: | jack.yang@amcad.com.tw |
| Manufacturer: | AmCad BioMed Corporation |
| US Agent and Contact: | Chiu S. Lin, Ph.D.<br>Lin & Associates, LLC |
| Address: | 5614 Johnson Avenue<br>Bethesda, MD 20817 |
| Phone: | (0) 301-591-3895 |
| E-mail: | cslin@lin-associates.com |
- April 27, 2017 Date prepared:
## 1.2 Identification of Product
| Device Trade Name: | AmCAD-US |
|-----------------------------|------------------------------------------------|
| Model number: | 1.0 |
| Common and Usual Name: | Medical Image Processing and Analysis Software |
| Device Classification Name: | Picture Archiving and Communications System |
| Regulation Number: | 21 CFR 892.2050 |
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Image /page/4/Picture/0 description: The image shows the logo and contact information for AmCad BioMed Corporation. The logo features a blue stylized "A" with a circle inside. The text includes the company name in both Chinese and English, followed by the address: FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, ROC. The telephone number is +886-2-27136227 and the fax number is +886-2-27152181.
| Classification Product Code: | LLZ |
|------------------------------|--------------------------|
| Classification: | Class II |
| Classification Panel: | Radiology Devices |
| Manufacturer: | AmCad BioMed Corporation |
## 1.3 Predicate Device
This subject software medical device is substantially equivalent to the devices listed below:
Primary Predicate Device Model: Q LAB Quantification Software.
Manufacturer: Philips Ultrasound, Inc.
510(k) Number: K021966, cleared on July 02, 2002.
In terms of technology, the reference device is listed below. Model: The software used on Volcano IVUS System. Manufacturer: Volcano Therapeutics, Inc. 510(k) Number: K042188, cleared on November 10, 2004.
## 1.4 Device Description
AmCAD-US (model number 1.0) is intended to visualize and analyze the statistical distributions of backscattered signals echoed by tissue compositions in the body. AmCAD-US, which uses the proprietary technology and algorithms, is a software package designed to quantify and visualize the backscattered statistics contained in ultrasound image data obtained from an FDA-cleared general purpose ultrasound system. The device provides dual mode images, including conventional B-mode ultrasound image in gray scale and color-mapped US (ultrasound structure) mode image. The US-mode provides a means for viewing and displaying the backscatter statistical values. The device uses parametric model or nonparametric statistics that best describes the distribution curve of the backscattered signals. The parameters
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Image /page/5/Picture/0 description: The image shows the logo and contact information for AmCad BioMed Corporation. The logo features a stylized blue "A" with a white circle inside. The text includes the company name in both Chinese and English, followed by the address: FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, ROC. The telephone number is +886-2-27136227 and the fax number is +886-2-27152181.
vary by the US method (backscattered statistics) selected. The preferences include options to set the parameters mapped onto the image and US method options applied to the data. The user can also select a specific region of interest (ROI) on the image for quantification analysis. The histogram view of the data provides a different view to accommodate the variation between tissue and tissue states. AmCAD-US has a data export function to record and save the analysis results. Note that the US-mode images displayed on AmCAD-US must not be used alone for primary diagnostic interpretation.
## 1.5 Indications for Use
AmCAD-US is a software device intended to visualize and analyze the statistical distributions of backscattered signals echoed by tissue compositions in the body. The backscattered signals are subject to the RF or Envelope data made available by an FDA-cleared general-purpose ultrasound system. The US-mode images displayed on AmCAD-US must not be used alone for primary diagnostic interpretation.
## 1.6 Comparison with Predicate Devices
The proposed device is specifically intended for use as a PACS software device for viewing and quantifying the ultrasound image data and is substantially equivalent to the predicate, Q LAB Quantification Software, K021966, with the same intended use for viewing and quantifying ultrasound image data. They both provide statistical analysis of the intensity data or the image content obtained from the ultrasound machine. Both devices are classified as Picture Archiving and Communication System, 21 CFR 892.2050. Minor technological characteristics differences do not raise any new questions of safety and effectiveness. In terms of technology, the reference device is the software used on the Volcano IVUS system.
The comparison table 1.6.1 between our device and the predicate devices and reference device is provided below:
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Image /page/6/Picture/0 description: The image contains the logo of AmCad BioMed Corporation. The logo consists of a blue stylized letter 'A' with a circle at the top, followed by the company name in both Chinese and English. The Chinese characters are '安克生醫股份有限公司', and the English name is 'AmCad BioMed Corporation'.
| Device | Proposed Device | Primary Predicate Device | Reference Device |
|-------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | AmCAD-US | Q LAB Quantification Software | The software used on Volcano<br>IVUS System |
| Manufacturer | AmCad BioMed Corp. | Philips Ultrasound, Inc. | Volcano Therapeutics, Inc. |
| 510(k) Number | Pending | K021966 | K042188 |
| Device Common<br>Name | Picture archiving and<br>communications system | Same | Ultrasonic pulsed echo imaging<br>system and Picture archiving<br>and communications system |
| Regulation<br>Number | 21 CFR 892.2050 - Class II | Same | 21 CFR 892.1560 - Class II |
| Regulation Name | Picture archiving and<br>communications system | Same | Ultrasonic pulsed echo imaging<br>system (892.1560) |
| Product Code | LLZ | LLZ | IYO |
| Indications for<br>Use/Intended Use | AmCAD-US is a software<br>device intended to visualize<br>and quantify the statistical<br>distributions of<br>backscattered signals<br>echoed by tissue<br>compositions in the body.<br>The US-mode images<br>displayed on AmCAD-US<br>must not be used alone for<br>primary diagnostic<br>interpretation.<br>The software device<br>provides color-coded | QLAB Quantification software is<br>a software application package.<br>It is designed to view and<br>quantify image data acquired on<br>Philips Healthcare ultrasound<br>products.<br>The Q LAB software provides a<br>means for creating region of<br>interest figures overlaid on the<br>image data displayed by the<br>software. The Q LAB software<br>provides a means of analyzing<br>the content of the image data<br>contained within the ROI figure. | The Volcano Therapeutics, Inc.<br>Volcano IVUS System is<br>intended to be used in<br>conjunction with imaging<br>catheters during diagnostic<br>ultrasound imaging of the<br>peripheral and coronary<br>vasculature. The Volcano IVUS<br>System is intended to<br>semi-automatically visualize<br>boundary features and<br>perform spectral analysis of RF<br>ultrasound signals of vascular<br>features that the user may |
| Table 1.6.1 – The substantial equivalence comparison table |
|------------------------------------------------------------|
|------------------------------------------------------------|
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Image /page/7/Picture/0 description: The image shows the logo for AmCad BioMed Corporation. The logo consists of a blue stylized letter "A" with a circle inside it, followed by the company name in both Chinese and English. The Chinese name is "安克生醫股份有限公司", and the English name is "AmCad BioMed Corporation". The text is in a clear, bold font.
| Table 1.6.1 The substantial equivalence comparison table | | | |
|----------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Device | Proposed Device | Primary Predicate Device | Reference Device |
| | AmCAD-US | Q LAB Quantification Software | The software used on Volcano<br>IVUS System |
| | parametric images of<br>backscattered statistics.<br>The color-coded parametric<br>images of the backscattered<br>statistics signals may be<br>useful in assisting the<br>assessment of tissue states<br>of any scanned tissues. The<br>histogram view of the data<br>provides a different view to<br>accommodate the variation<br>in tissue compositions. | The Q LAB software provides a<br>means of presenting the ROI<br>data in an XY graphic format.<br>The Q LAB software provides a<br>means to perform a curve fit<br>operation on a data set<br>generated by the ROI analysis<br>software. The Q LAB software<br>provides a means of exporting<br>the data generated by the plugin<br>modules in a form accessible to<br>the end user. | wish to examine more closely<br>during routine diagnostic<br>ultrasound imaging<br>examinations. |
| Functional<br>Capability | AmCAD-US is a software<br>package designed to<br>quantify and visualize the<br>backscatter statistics<br>contained in ultrasound<br>image data obtained from<br>an FDA-cleared general<br>purpose ultrasound system.<br>The device provides dual<br>mode images, including<br>conventional B-mode<br>ultrasound image in grav | QLAB is a software application<br>that is available either as a<br>stand-alone product that can<br>function on a standard PC, a<br>dedicated workstation, and<br>on-board Philips' ultrasound<br>systems. It can be used for the<br>on-line and off-line review and<br>quantification of ultrasound<br>studies.<br>The Region of Interest<br>Quantification (ROI) Q-App is a | The second software program<br>is called IVUSLabVH. This<br>program analyzes each of the<br>slices. These images are<br>visually reviewed and the<br>control points are manually<br>adjusted until they appear in<br>the proper location on the<br>vessel inner and outer borders.<br>Once all the control points<br>have been properly located<br>the software produces a set of |
| Device | Proposed Device | Primary Predicate Device | Reference Device |
| | AmCAD-US | Q LAB Quantification Software | The software used on Volcano<br>IVUS System |
| | scale and color-mapped US<br>(ultrasound structure)<br>mode image. The US-mode<br>provides a means for<br>viewing and displaying the<br>backscatter statistical<br>values. The device uses<br>parametric model or<br>nonparametric statistics<br>that best describes the<br>distribution curve of the<br>backscattered signals. The<br>parameters vary by the US<br>method (backscattered<br>statistics) selected. The<br>preferences include options<br>to set the parameters<br>mapped onto the image<br>and US method options<br>applied to the data. The<br>user can also select a<br>specific region of interest<br>(ROI) on the image for<br>quantification analysis. | tool for analyzing the image<br>pixel content and the time or<br>intensity data in the image.<br>The analysis can display the<br>mean, median, standard<br>deviation, flow index, vascularity<br>index, vascularity flow index,<br>and pixel intensity index for<br>echo, color, and power images.<br>Within the ROI drawn on the<br>image, the mean and median<br>pixel intensity values are<br>calculated for each frame of the<br>sequence in the image file. For<br>each mean intensity value<br>calculated, the standard<br>deviation is calculated. If the<br>exported data contains a single<br>frame, the mean intensity is a<br>single data point. If the exported<br>data contains multiple frames,<br>the mean intensity is graphed as<br>a curve over time with a data<br>point for each frame. | data files called "snaxel" files<br>which define the coordinates<br>of the control points. The black<br>and white IVUS files and the<br>snaxel files are loaded into the<br>IVUSLabVH software which<br>processes the data to produce<br>the five color bit mapped<br>Volcano IVUS image files. The<br>software uses radiofrequency<br>backscatter analysis of IVUS<br>data and produces<br>characterization of different<br>tissue types. |
| Device | Proposed Device | Primary Predicate Device | Reference Device |
| | AmCAD-US | Q LAB Quantification Software | The software used on Volcano<br>IVUS System |
| | AmCAD-US has a data<br>export function to record<br>and save the analysis<br>results. | (derived from QLAB user<br>manual ) | |
| Input (format) | RF or envelope data in two<br>dimensional matrix. | Image data of proprietary<br>machine. | Raw data (containing RF<br>signals) of proprietary<br>machine. |
| Output (format) | The software can export<br>the data generated by the<br>analysis of the image data<br>in both text and image<br>formats accessible to the<br>users. The text format file<br>contains the statistical<br>value and histogram data.<br>The image format file (.bmp<br>or .jpeg) contains the<br>processed image or data<br>visualization as shown on<br>the user interface. The<br>output information is the<br>backscattered statistics<br>(distribution-related<br>statistics) rendered with | The software can export the<br>data generated by the plugin<br>modules in a form accessible to<br>the end user. The output<br>information includes the<br>descriptive statistics within a<br>user-selected ROI and the<br>specific indices defined by the<br>software.<br>The quantified values are<br>rendered with color codes. The<br>color-coded image is then<br>superimposed on the sonogram.<br>The below exemplar image<br>shows the color-coded overlay<br>image and the trend | The five color bit-mapped<br>Volcano IVUS image files. The<br>software processes the data<br>and produces the five color bit<br>mapped based on the<br>quantified values of<br>backscatter RF analysis and the<br>classified outputs. |
| Device | Proposed Device | Primary Predicate Device | Reference Device |
| | AmCAD-US | Q LAB Quantification Software | The software used on Volcano<br>IVUS System |
| | color codes for visualization<br>and descriptive statistics of<br>ultrasound backscattered<br>data. The below exemplar<br>image shows the<br>color-coded overlay image<br>and the histogram provided<br>by the software. | chart/descriptive statistics<br>provided by the software. | |
| Example | Image: Ultrasound image with color codes and histogram | Image: Q LAB Quantification Software | Image: Volcano IVUS System |
| Tools provided by | Statistical analysis based on | Strain analysis, ROI statistics of | Spectrum analysis of |
| the device | RF data, ROI statistics,<br>distance measurement, | image data, distance<br>measurement, data export, etc. | backscattered RF data, ROI<br>statistics, distance |
| | data export. | | measurement, etc. |
| Software Design | Based on statistical analysis | Based on ROI analysis of the | Perform radiofrequency (RF) |
| | of ultrasound backscattered | image data | spectral analysis of ultrasound |
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Image /page/8/Picture/0 description: The image shows the logo of AmCad BioMed Corporation. The logo consists of a blue symbol on the left and the company name in both Chinese and English on the right. The English name is "AmCad BioMed Corporation", and the Chinese name is "
安克生醫股份有限公司". The symbol is a stylized blue shape.
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Image /page/9/Picture/0 description: The image contains the logo for AmCad BioMed Corporation. The logo consists of a blue stylized letter "A" with a circle inside it, followed by the company's name in both Chinese and English. The Chinese name is "安克生醫股份有限公司", and the English name is "AmCad BioMed Corporation".
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Image /page/10/Picture/0 description: The image contains the logo and name of AmCad BioMed Corporation. The logo is a blue stylized letter "A" with a circle containing the letter "C" at the top. The name of the company is written in both Chinese and English, with the Chinese characters appearing above the English text. The Chinese characters read "安克生醫股份有限公司".
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Image /page/11/Picture/0 description: The image shows the logo for AmCad BioMed Corporation. The logo consists of a blue stylized letter "A" with a circle inside it, followed by the company name in both Chinese and English. The Chinese name is "安克生醫股份有限公司", and the English name is "AmCad BioMed Corporation".
| Device | Proposed Device | Primary Predicate Device | Reference Device |
|------------------|----------------------------------------------------------------------------------|-------------------------------|---------------------------------------------|
| | AmCAD-US | Q LAB Quantification Software | The software used on Volcano<br>IVUS System |
| | signals contained in the<br>image data and statistical<br>analysis in image data | | backscattered signals |
| Operating System | Standard PC Operating<br>System | Same | Same |
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Image /page/12/Picture/0 description: The image shows the logo and contact information for AmCad BioMed Corporation. The logo features a blue stylized letter "C" and a building-like shape. The text includes the company name in both Chinese and English, followed by the address: FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, ROC. The telephone number is +886-2-27136227 and the fax number is +886-2-27152181.
## 1.7 Performance Standards
No performance standards for PACS systems or components have been issued under the authority of Section 514.
## 1.8 General Safety and Effectiveness Concerns
Software development for the AmCAD-US follows documented processes for software design, verification and validation testing. A risk assessment has been completed to identify potential design hazards that could cause an error or injury based on the use of the quantification results. Appropriate steps have been taken to control all identified risks for this type of image viewing and quantification device. The device labeling contains operating instructions for use and necessary warnings and notes to provide the safe and effective use of the AmCAD-US.
## 1.9 Performance Data
The following performance data were provided in support of the substantial equivalence determination.
### Verification Tests:
AmCad BioMed Corporation has conducted the software verification tests, including software unit test, software integration test, and software system test, to evaluate the safety and effectiveness of AmCAD-US. The software verification testing was performed to ensure that AmCAD-US meets all functional and specifications for its indication for use.
### Non-clinical Validation Tests:
The performance validation tests, including the phantom study, animal study, and human tissue validation study, were performed to validate the performance of the AmCAD-US for its intended use.
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Image /page/13/Picture/0 description: The image shows the logo and contact information for AmCad BioMed Corporation. The logo features a blue stylized letter "C" inside a blue shape resembling a house. Below the logo is the company name in both Chinese and English. The address is listed as FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, ROC, and the telephone number is +886-2-27136227, while the fax number is +886-2-27152181.
#### ● Phantom Study
In the phantom study, AmCAD-US was applied to cell phantoms with different concentrations of one cell type and with different constitutions of mixed cell types. The results of this study demonstrate the utility of the device in analyzing various cell compositions.
#### ● Animal Study
In the animal study, AmCAD-US was applied on 6 rats with liver fibrosis induced by dimethylnitrosamine (DMN) injection. The results of this study demonstrate a strong correlation between the backscattered statistics provided by the device and the dosage of DMN injections. This study also demonstrates the utility of the device in analyzing the variation of the tissue compositions in small animals.
#### ● Human tissue validation study
In the human tissue validation study, two common ultrasound scanning modes, e.g. thyroid and abdomen modes, were applied to demonstrate the utility of proposed device in analyzing backscattered-signal distribution of tissue compositions in the human body. In addition, two different FDA-cleared ultrasound systems were used in this study. The result of this study indicated that the device could be applied to various tissue parts in the human body and can be used with RF/Envelop data provided by various FDA-cleared ultrasound systems.
### Clinical Validation Tests:
The subject of this 510(k) notification, AmCAD-US, did not require clinical studies to support safety and effectiveness of the software.
## 1.10 Conclusions
The software development for AmCAD-US followed documented processes for software design, software verification testing, and performance validation testing. A risk assessment has been completed to identify potential design hazards that could cause an error or injury based on the use of the quantification results. Appropriate steps have been taken to control all identified risks for the device. There is no known direct safety or health risk caused by, or related to, the use of the device. The safety and effectiveness of the device has been described in detail in the verification and
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Image /page/14/Picture/0 description: The image shows the logo and contact information for AmCad BioMed Corporation. The logo features a stylized blue "A" with a "C" inside the top portion. Below the logo is the company name in both Chinese and English. The address is listed as FL.3, NO.167, Fu Hsing N. RD., Taipei 105, Taiwan, ROC, and the telephone number is +886-2-27136227, while the fax number is +886-2-27152181.
validation document.
The data presented in this 510(k) application demonstrates that the proposed device, AmCAD-US, is as safe and effective as the primary predicate device. The intended use of AmCAD-US is similar to the primary predicate device. The technological differences do not raise any new questions regarding the safety and effectiveness of the device and the secondary referenced device is listed to reference the similar technological characteristics as that of the proposed device. Thus, AmCAD-US is substantially equivalent to the predicate device as a software device intended to view and quantifying the ultrasound image data. Both devices are classified as Picture Archiving and Communication Systems, 21 CFR 892.2050.
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Learn the FDA Browser
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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.