Geodesic
The method of decomposition of biological objects on MRI images with a similar background
Informacionnye tehnologii i vyčislitelnye sistemy, no. 2 (2024), pp. 37-51
Cet article a éte moissonné depuis la source Math-Net.Ru

Voir la notice de l'article

The results of the development of a method for recognizing and measuring objects on MRI brain inventions based on the introduction of a mathematical description of the transition area between biological objects and the subsequent decomposition of the general image of the brain into separate biological objects are presented. A distinctive feature of the developed approach is the use of neural networks only to simplify the search for key features of a given biological object, whereas the main part of the method is implemented in the form of procedures for calculating signs of transitions between biological structures by introducing a mathematical function and then filtering false detected transitions.
Keywords: magnetic-resonance imaging, image processing, recognition, hippocampus, image filtering. 
@article{ITVS_2024_2_a3,
     author = {V. N. Gridin and M. I. Trufanov and N. N. Yakhno and V. E. Sinitsyn},
     title = {The method of decomposition of biological objects on {MRI} images with a similar background},
     journal = {Informacionnye tehnologii i vy\v{c}islitelnye sistemy},
     pages = {37--51},
     year = {2024},
     number = {2},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ITVS_2024_2_a3/}
}
TY  - JOUR
AU  - V. N. Gridin
AU  - M. I. Trufanov
AU  - N. N. Yakhno
AU  - V. E. Sinitsyn
TI  - The method of decomposition of biological objects on MRI images with a similar background
JO  - Informacionnye tehnologii i vyčislitelnye sistemy
PY  - 2024
SP  - 37
EP  - 51
IS  - 2
UR  - http://geodesic.mathdoc.fr/item/ITVS_2024_2_a3/
LA  - ru
ID  - ITVS_2024_2_a3
ER  - 
%0 Journal Article
%A V. N. Gridin
%A M. I. Trufanov
%A N. N. Yakhno
%A V. E. Sinitsyn
%T The method of decomposition of biological objects on MRI images with a similar background
%J Informacionnye tehnologii i vyčislitelnye sistemy
%D 2024
%P 37-51
%N 2
%U http://geodesic.mathdoc.fr/item/ITVS_2024_2_a3/
%G ru
%F ITVS_2024_2_a3
V. N. Gridin; M. I. Trufanov; N. N. Yakhno; V. E. Sinitsyn. The method of decomposition of biological objects on MRI images with a similar background. Informacionnye tehnologii i vyčislitelnye sistemy, no. 2 (2024), pp. 37-51. http://geodesic.mathdoc.fr/item/ITVS_2024_2_a3/