Application of deep learning for automatic segmentation of brain tumors on magnetic resonance imaging: a heuristic approach in the clinical scenario.

Purpose: Accurate brain tumor segmentation on magnetic resonance imaging (MRI) has wide-ranging applications such as radiosurgery planning. Advances in artificial intelligence, especially deep learning (DL), allow development of automatic segmentation that overcome the labor-intensive and operator-d...

Descripción completa

Detalles Bibliográficos
Publicado en:Neuroradiology Vol. 63; no. 8; pp. 1253 - 1263
Autores principales: Di Ieva, Antonio, Russo, Carlo, Liu, Sidong, Jian, Anne, Bai, Michael Y., Qian, Yi, Magnussen, John S.
Formato: diagnostic images research tables/charts Journal Article
Publicado: Springer Nature Aug2021
Acceso en línea:Ver este registro en EBSCOhost