decoding

Sparse deep neural network for encoding and decoding the structural connectome

Sparse deep neural network for encoding and decoding the structural connectome 150 150 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)
Objective: Brain state classification by applying deep learning techniques on neuroimaging data has become a recent topic of research. However, unlike domains where the data is low dimensional or there… read more
Cardiac-DeepIED: Automatic Pixel-level Deep Segmentation for Cardiac Bi-ventricle Using Improved End-to-End Encoder-Decoder Network

Cardiac-DeepIED: Automatic Pixel-level Deep Segmentation for Cardiac Bi-ventricle Using Improved End-to-End Encoder-Decoder Network

Author(s)3: Xiuquan Du, Susu Yin, Renjun Tang, Yanping Zhang, Shuo Li
Cardiac-DeepIED: Automatic Pixel-level Deep Segmentation for Cardiac Bi-ventricle Using Improved End-to-End Encoder-Decoder Network 780 435 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

     Abstract Accurate segmentation of cardiac bi-ventricle (CBV) from magnetic resonance (MR) images has a great significance to analyze and evaluate the function of the cardiovascular system. However, the complex…

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