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Have you ever wondered how much time you spend on manual data processing, and why? After all, you could be spending that time on other tasks. Microtechnix wants to help you with a software, to speed up and bring consistency to your image analysis process.
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Teaching & Reading is a Machine Learning tool that automates the analysis of images produced by automatic readers. It allows users to specify certain parameters and find matches with images. Our software scans images for “region of interest” that fall within your parameters. In doing so, it maintains a count of potential candidates that you have marked positive or negative. It delivers an incredible level of accuracy and consistency.
Teaching & Reading allows the user to teach the system how to discriminate specifically the “region of interest” (i.e. positive cells stained in blue) within an image produced by the automatic reader. This specific selection is made by a simple click on “region of interest” that is qualified with multiple parameters (density, color, shape, etc.).
The tool has two steps in operation, having done so it will provide accurate information on your request.
The first step – “Teaching”, trains the ML-based algorithms to identify objects, such as bacterial cells, viruses, Ag-Ab immuno-stained complex in the image and classify them according to certain parameters that may be customized by the user. In general, more than 40 parameters can be set in the process of image recognition, including color, shape, density, and others.
The second step of the workflow – “Reading”, is used to set up a batch process in which several images are processed with a tested set of parameters. The user can apply a “region of interest” using different parameters to search for any desired object parameters in the image, and the ML-based algorithms recognize them.
All these parameters are stored in a secure container that can be transferred to another system (using Phoenix).
This allows equivalent reading of the same assay on another automatic reader and increases the productivity.
Different Microtechnix systems will even perform an entire series of these assays and analyses automatically. Just set up the system to run overnight.
You’re assured of pinpoint accuracy in your results in the morning.
ACDE2.0
Teach & Read
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