The new image analysis method is called TDAExplore. He works with photographs under a microscope and applies
According to the authors, their idea is an affordable andA powerful option for data analysis using a PC. It can also be applied to other standard imaging techniques such as X-rays and PET scans.
In terms of quality, this approach to analysis surpasses the work of the human brain not only in its objectivity, but also in the amount of data that can be evaluated.
The authors of the new work used computervision, it allows you to extract information from digital images. The researchers combined microscopy techniques with the science of topology and the analytical power of AI.
The topology is suitable for image analysis, sohow they are made up of patterns—objects located in space—so analyzing topological data helps the computer recognize the relief and all the features of the image. The system can learn from just 20–25 images.
Researchers note that its advantage is impartiality—the technique draws attention to any changes, regardless of their location.
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