Active deep neural network features selection for segmentation and recognition of brain tumors using MRI images

•A Pixel Increase along Limit (PIaL) based enhancement method is proposed.•Tumor segmentation is performed through saliency based deep learning.•PSO optimization and entropy padding based active features selection.•A features based extensive comparison is conducted. Glioma is a kind of brain tumor t...

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