MODERN APPROACHES TO THE ASSESSMENT OF TYPICAL VALUES IN DIGITAL MEDICAL IMAGES

Vaulin Georgy Fedorovich, Sternin Vadim E., Vasilenko Anna Grigorievna

The article discusses the main methods of processing digital medical images. The emphasis is placed on the images obtained during tomographic studies. Attention is paid to the processing of digital medical images using neural networks and radionics methods. It has been found that simple images are more often processed without using mathematical methods. The textural analysis of images is briefly considered. It was found that heterogeneous tissue fragments, artifacts, and noises deserve special attention. The processing of digital medical images using neural networks assumes the greatest effectiveness, however, it requires an increase in costs due to the need to form high-quality datasets.

Keywords:medical informatics, radiomics, neural networks, digital medical images.