An efficient brain tumor image classifier by combining multi-pathway cascaded deep neural network and handcrafted features in MR images.

Accurate segmentation and delineation of the sub-tumor regions are very challenging tasks due to the nature of the tumor. Traditionally, convolutional neural networks (CNNs) have succeeded in achieving most promising performance for the segmentation of brain tumor; however, handcrafted features rema...

Descripción completa

Detalles Bibliográficos
Publicado en:Medical & Biological Engineering & Computing Vol. 59; no. 7/8; pp. 1495 - 1528
Autores principales: Bal, Abhishek, Banerjee, Minakshi, Chaki, Rituparna, Sharma, Punit
Formato: Journal Article
Publicado: Springer Nature Aug2021
Acceso en línea:Ver este registro en EBSCOhost