Specific features of designing a database for neuro-oncological 3D MRI images to be used in training artificial intelligence

Specific features of designing a database for neuro-oncological 3D MRI images to be used in training artificial intelligence

The research was aimed at analyzing current approaches to the organization and design methodology of visualization database built on the basis of computer vision. Such approaches are necessary for effective development of diagnostic systems using artificial intelligence (AI). A training data set of...

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Bibliographic Details
Main Authors: E. V. Amelina, A. Yu. Letyagin, B. N. Tuchinov, N. Yu. Tolstokulakov, M. E. Amelin, E. N. Pavlovsky, V. V. Groza, S. K. Golushko
Format: Article
Language:Russian
Published: Russian Academy of Sciences, Siberian Branch Publishing House 2022-12-01
Series:Сибирский научный медицинский журнал
Subjects:
mri
neuro-oncology
artificial intelligence
tumor segmentation
classification of brain tumors
Online Access:https://sibmed.elpub.ru/jour/article/view/934
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