To meet the needs of automated medical analysis of brain tumor magnetic resonance imaging, this study introduces an enhanced instance segmentation method built upon mask region-based convolutional ...
The segmentation accuracy of deep learning–based brain tumor MRI images still requires further improvement. We proposed a conditional diffusion network that incorporates image information into the ...
Through a comprehensive evaluation of model complexity and number of parameters, it was determined that the overall performance of the proposed model is the best when eight group convolutions are used ...
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