Nature

Brain tumor image segmentation method using hybrid attention module and improved mask RCNN

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 ...
Nature

Leveraging transfer learning-driven convolutional neural network-based semantic segmentation model for medical image analysis using MRI images

The undesirable development of cells originates in a tumour in the brain that is named a brain tumour, considering the cells distribute and mature uncontrolled 1. The tumour in the brain might be ...