An intelligent LinkNet-34 model with EfficientNetB7 encoder for semantic segmentation of brain tumor

Abstract A brain tumor is an unnatural expansion of brain cells that can’t be stopped, making it one of the deadliest diseases of the nervous system. The brain tumor segmentation for its earlier diagnosis is a difficult task in the field of medical image analysis. Earlier, segmenting brain tumors wa...

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Bibliographic Details
Main Authors: Adel Sulaiman, Vatsala Anand, Sheifali Gupta, Mana Saleh Al Reshan, Hani Alshahrani, Asadullah Shaikh, M. A. Elmagzoub
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51472-2