An Encoder-Decoder Neural Network With 3D Squeeze-and-Excitation and Deep Supervision for Brain Tumor Segmentation

Brain tumor segmentation from medical images is a prerequisite to provide a quantitative and intuitive reference for clinical diagnosis and treatment. Manual segmentation depends on clinicians' experience, and is laborious and time-consuming. To tackle these issues, we proposed an encoder-decod...

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Bibliographic Details
Main Authors: Ping Liu, Qi Dou, Qiong Wang, Pheng-Ann Heng
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8998244/