Search Results for author: Xiaohua Qian

Found 3 papers, 0 papers with code

Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet

no code implementations3 Mar 2019 Jun Li, Xiaozhu Lin, Hui Che, Hao Li, Xiaohua Qian

To alleviate these problems, we propose a probabilistic-map-guided bi-directional recurrent UNet (PBR-UNet) architecture, which fuses intra-slice information and inter-slice probabilistic maps into a local 3D hybrid regularization scheme, which is followed by bi-directional recurrent network optimization.

Pancreas Segmentation Segmentation

A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation

no code implementations3 Mar 2019 Hao Li, Jun Li, Xiaozhu Lin, Xiaohua Qian

The irregular geometry and high inter-slice variability in computerized tomography (CT) scans of the human pancreas make an accurate segmentation of this crucial organ a challenging task for existing data-driven deep learning methods.

Pancreas Segmentation Segmentation

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