Recognition of tomographic images in the diagnosis of stroke

K Kalmutskiy, A Tulupov, V Berikov - International Conference on Pattern …, 2021 - Springer
In this paper, a method for automatic recognition of acute stroke model using non-contrast
computed tomography brain images is presented. The complexity of the task lies in the fact …

[PDF][PDF] Training of deep neural networks with incomplete training information on the example of recognition of tomographic images

KKV Berikov - Training, 2021 - ai.nsu.ru
Segmentator: an architecture including an encoder and a decoder with skip-connections
and higher dilation parameter; Classifier: a linear layer with sigmoid at the output of the …