王国泰 (教授)

教授 博士生导师

性别：男

学历：博士研究生毕业

学位：工学博士学位

入职时间：2018-10-11

学科：生物医学工程
机械工程

办公地点：电子科技大学（清水河校区）主楼C1-501

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  1. Xiangde Luo, Guotai Wang*, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Dimitris N. Metaxas, Shaoting Zhang*

    Semi-Supervised Medical Image Segmentation via Uncertainty Rectified Pyramid Consistency

    Medical Image Analysis, 80, (2022): 102517. (2022 IF 13.8) link

  2. Ran Gu, Guotai Wang*, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang. 

    CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation

    IEEE Transactions on Medical Imaging, 40, no. 2(2021): 699-711. (2021 IF 10.048) link, arxiv, code

  3. Guotai Wang*, Xinglong Liu, Chaoping Li, Zhiyong Xu, Jiugen Ruan, Haifeng Zhu, Tao Meng, Kang Li, Ning Huang, Shaoting Zhang*

    A Noise-robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions from CT Images

    IEEE Transactions on Medical Imaging, 39, no. 8(2020): 2653-2663. (2020 IF 6.69) link, code, data  

  4. Guotai Wang, Maria A Zuluaga, Wenqi Li, Rosalind Pratt, Premal A Patel, Michael Aertsen, Tom Doel, Anna L David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren

    DeepIGeoS: A deep Interactive Geodesic Framework for Medical Image Segmentation

    IEEE Transactions on Pattern Analysis and Machine Intelligence, 41, no. 7(2019): 1559-1572. (2019 IF 17.86) [pdf]

  5. Guotai Wang, Wenqi Li, Maria A Zuluaga, Rosalind Pratt, Premal A Patel, Michael Aertsen, Tom Doel, Anna L David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren

    Interactive medical image segmentation using deep learning with image-specific fine tuning

    IEEE Transactions on Medical Imaging, 37, no. 7(2018): 1562- 1573.  (2018 IF 7.82) [pdf]

  6. Guotai Wang, Wenqi Li, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren

    Aleatoric Uncertainty Estimation with Test-Time Augmentation for Medical Image Segmentation with Convolutional Neural Networks

    Neurocomputing, 338 (2019): 34- 45.  (2019 IF 4.4) [pdf]

  7. Yipeng Hu, Marc Modat, Eli Gibson, Wenqi Li, Nooshin Ghavami, Ester Bonmati, Guotai Wang et al

    Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

    Medical Image Analysis 49 (2018): 1-13. (2018 IF 8.88) [pdf]

  8. Eli Gibson, Wenqi Li, Carole Sudre, Lucas Fidon, Dzhoshkun I. Shakir, Guotai Wang, Zach Eaton-Rosen et al.

    NiftyNet: A Deep-Learning Platform for Medical Imaging

    Computer Methods and Programs in Biomedicine 158 (2018): 113-122.  [pdf]