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    Chapter and Conference Paper

    Automated Malaria Cells Detection from Blood Smears Under Severe Class Imbalance via Importance-Aware Balanced Group Softmax

    Malaria is one of the main threats to global health. Manual examination of thick and thin blood smears is the current gold standard for diagnosing malaria. However, it is of extremely low throughput and suscep...

    Canfeng Lin, Huisi Wu, Zhenkun Wen, **g Qin in Medical Image Computing and Computer Assis… (2021)

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    Chapter and Conference Paper

    Memory-Efficient Automatic Kidney and Tumor Segmentation Based on Non-local Context Guided 3D U-Net

    Automatic kidney and tumor segmentation from CT volumes is essential for clinical diagnosis and surgery planning. However, it is still a very challenging problem as kidney and tumor usually exhibit various sca...

    Zhuoying Li, Junquan Pan, Huisi Wu in Medical Image Computing and Computer Assis… (2020)

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    Chapter and Conference Paper

    RVSeg-Net: An Efficient Feature Pyramid Cascade Network for Retinal Vessel Segmentation

    Accurate retinal vessel segmentation plays a critical role in the diagnosis of many relevant diseases. However, it remains a challenging task due to (1) the great scale variation of retinal vessels, (2) the ex...

    Wei Wang, Jiafu Zhong, Huisi Wu, Zhenkun Wen in Medical Image Computing and Computer Assis… (2020)

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    Chapter and Conference Paper

    PolypSeg: An Efficient Context-Aware Network for Polyp Segmentation from Colonoscopy Videos

    Polyp segmentation from colonoscopy videos is of great importance for improving the quantitative analysis of colon cancer. However, it remains a challenging task due to (1) the large size and shape variation o...

    Jiafu Zhong, Wei Wang, Huisi Wu, Zhenkun Wen in Medical Image Computing and Computer Assis… (2020)

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    Chapter and Conference Paper

    An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems

    This paper proposes a neurodynamic approach for solving the quadratic zero-one programming problem with linear constraints. Based on the basic idea of the Scholtes’ relaxation scheme, the original quadratic ze...

    Wen Han, Su Yan, **ngnan Wen, Sitian Qin in Advances in Neural Networks – ISNN 2018 (2018)