background and aim: research shows that 13-18 percent of the people suffer from tinnitus, almost 5 percent of which, have chronic or bothersome tinnitus. chronic tinnitus may be accompanied by anxiety, depression, insomnia, and impairment in cognitive functions such as memory and attention. the purpose of this study was to compare the verbal auditory memory and divided attention between individ...

When studying the results of a segmentation algorithm using convolutional neural networks, one wonders about reliability and consistency results. This leads to questioning possibility such an in applications where there is little room for doubt. We propose this paper new attention gate based on use Chan-Vese energy minimization control more precisely masks given by standard CNN architecture as ...