Speaker
Oksana Streltsova
(Meshcheryakov Laboratory of Information Technologies, JINR)
Description
The report will present the results on the development of the algorithmic block of the Information System (IS) for radiobiological studies, created within a joint project of MLIT and LRB JINR, in terms of solving the segmentation problem for morphological research to study the effect of ionizing radiation on biological objects. The problem of automating the morphological analysis of histological preparations is solved in the frames of the project by implementing algorithms based on the neural network approach and computer vision methods.
The results of the investigations will be used in the development of the algorithmic block of the BIOHLIT information system.
Primary authors
Anastasia Anikina
(Meshcheryakov Laboratory of Information Technologies, JINR)
Yuri Butenko
(Meshcheryakov Laboratory of Information Technologies, JINR)
T.V. Gudiev
(Regional Scientific and Educational Mathematical Center, North Ossetian State University (NOSU))
Inna Kolesnikova
(Laboratory of radiation biology, JINR)
Andrey Nechaevskiy
(Meshcheryakov Laboratory of Information Technologies, JINR)
Dmitry Podgainy
(Meshcheryakov Laboratory of Information Technologies, JINR)
Alexey Stadnik
(Meshcheryakov Laboratory of Information Technologies, JINR)
Oksana Streltsova
(Meshcheryakov Laboratory of Information Technologies, JINR)
A.I. Streltsov
(SAP SE, Germany)
