Электронный каталог

Статья

Ernandes, E.A.
Cells Recognition of the Sensomotor Cortex on Histological Images : [Abstract] / E.A.Ernandes, D.Divakov, I.Kolesnikova, A.Khokhlov // Физика элементарных частиц и атомного ядра. – 2025. – Т. 56, № 6 : Международная конференция «Математическое моделирование и вычислительная физика», Ереван, Армения, 21–25 октября 2024 г. : Материалы. – P. 1934. – URL: https://www1.jinr.ru/Pepan/v-56-6/Ernandes.pdf.

The paper presents an approach to solving the problem of recognizing brain cells in photographic images of histological samples. The following stages are described: data labeling for dataset preparation, semantic segmentation, and classification of the desired objects. The task of cell recognition is formulated as a task of segmenting objects in an image with their subsequent classification. Machine learning methods are applied. The results of the work demonstrate the applicability of machine learning methods to the task of recognizing brain cells in histological images.



Спец.(статьи,препринты) = 28.0 - Биология$
Спец.(статьи,препринты) = Ц 849 - Искусственный интеллект. Теория и практика
ОИЯИ = ОИЯИ (JINR)2025