Host Brief Introduction

  1. Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian*, "Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan", ICCV 2023.
  2. Xue, C., Wang, F., Zhu, Y., Li, H., Meng, D., Shen, D., & Lian, C.* (2023). NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants. MICCAI 2023.
  3. Shen, C., ..., Wang, F., Wang, Z., & Lian, C.* (2023). Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning. MICCAI 2023.
  4. Ren Z., ..., Lian, C.*, & Wang, F. (2023). Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative Learning. MICCAI 2023.
  5. Zhiming Cui; Fang Yu; Lanzhuju Mei; Bojun Zhang; Bo Yu; Jiameng Liu; Yuhang Sun; Lei Ma; Yang Liu; Yue Zhao*; Chunfeng Lian*; Zhongxiang Ding*; Min Zhu*; Dinggang Shen*. A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images, Nature Communications, 2022, 13: 2096.
  6. Wang, F., Xu, X., Yang, D., Chen, R. C., Royce, T. J., Wang, A., ... & Lian, C.* (2022). Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy. IEEE Transactions on Medical Imaging, 42(4), 1046-1055.
  7. Li, P., Liu, Y., Cui, Z., Yang, F., Zhao, Y., Lian, C.*, & Gao, C. (2022). Semantic graph attention with explicit anatomical association modeling for tooth segmentation from CBCT images. IEEE Transactions on Medical Imaging, 41(11), 3116-3127.
  8. Wu, T. H., Lian, C.#, Lee, S., Pastewait, M., Piers, C., Liu, J., ... & Ko, C. C. (2022). Two-stage mesh deep learning for automated tooth segmentation and landmark localization on 3D intraoral scans. IEEE Transactions on Medical Imaging, 41(11), 3158-3166.
  9. Li, H., Shen, C., Wang, G., Sun, Q., Yu, K., Li, Z., ... & Lian, C.* (2023). BloodNet: An attention-based deep network for accurate, efficient, and costless bloodstain time since deposition inference. Briefings in Bioinformatics, 24(1), bbac557.
  10. Sun, Y., Dai, D., Zhang, Q., Wang, Y., Xu, S., & Lian, C.* (2023). MSCA-Net: Multi-scale contextual attention network for skin lesion segmentation. Pattern Recognition, 139, 109524. 

 

  • 近5年代表性论文：

1.Chunfeng Lian; Mingxia Liu; Jun Zhang; Dinggang Shen. Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis using Structural MRI, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42(4): 880-893.

2.Zhiming Cui; Fang Yu; Lanzhuju Mei; Bojun Zhang; Bo Yu; Jiameng Liu; Yuhang Sun; Lei Ma; Yang Liu; Yue Zhao*; Chunfeng Lian*; Zhongxiang Ding*; Min Zhu*; Dinggang Shen*. A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images, Nature Communications, 2022, 13: 2096.

3.Chunfeng Lian; Li Wang; Tai-Hsien Wu; Fan Wang; Pew-Thian Yap; Ching-Chang Ko; Dinggang Shen. Deep Multi-Scale Mesh Feature Learning for Automated Labeling of Raw Dental Surfaces from 3D Intraoral Scanners, IEEE Transactions on Medical Imaging, 2020, 39(7): 2440-2450.

4.Chunfeng Lian; Su Ruan; Thierry Denoeux; Hua Li; Pierre Vera. Joint Tumor Segmentation in PET-CT Images using Co-Clustering and Fusion based on Belief Functions, IEEE Transactions on Image Processing, 2019, 28(2): 755-766.

5.Chunfeng Lian; Jun Zhang; Mingxia Liu; Xiaopeng Zong; Sheng-Che Huang; Weili Lin; Dinggang Shen. Multi-channel Multi-scale Fully Convolutional Network for 3D Perivascular Spaces Segmentation in 7T MR Images, Medical Image Analysis, 2018, 46: 106-117.

6.Chunfeng Lian; Mingxia Liu; Li Wang; Dinggang Shen. Multi-Task Weakly-Supervised Attention Network for Dementia Status Estimation with Structural MRI, IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(8): 4056–4068.

7.Chunfeng Lian; Mingxia Liu; Yongsheng Pan; Dinggang Shen. Attention-Guided Hybrid Network for Dementia Diagnosis with Structural MR Images, IEEE Transactions on Cybernetics, 2022, 52(4): 1992–2003.

8.Fan Wang; Xuanang Xu; Defu Yang; Ronald C Chen; Trevor J Royce; Andrew Wang; Jun Lian; Chunfeng Lian*. Dynamic Cross-Task Representation Adaptation for Clinical Targets Co-Segmentation in CT Image-Guided Post-Prostatectomy Radiotherapy, IEEE Transactions on Medical Imaging, 2023, 42(4): 1046-1055.

9. Huiyu Li; Chen Shen; Gongji Wang; Qinru Sun; Kai Yu; Zefeng Li; XingGong Liang; Run Chen; Hao Wu; Fan Wang; Zhenyuan Wang; Chunfeng Lian*. BloodNet: An attention-based deep network for accurate, efficient, and costless bloodstain time since deposition inference, Briefings in Bioinformatics, 2022, 24(1): 1-9.

10.Chunfeng Lian; Su Ruan; Thierry Denoeux; Hua Li; Pierre Vera. Spatial Evidential Clustering with Adaptive Distance Metric for Tumor Segmentation in FDG-PET Images, IEEE Transactions on Biomedical Engineering, 2018, 65(1): 21-30.