Wang Zhiwei, Yang Yunqiao, Lin Yi, Lv Jinxin, Li Xin* and Yang Xin*. Accurate Scoliosis Vertebral Landmark Localization on X-ray Images via Shape-constrained Multi-stage Cascaded CNNs[J]//Fundamental Research, 2022.(期刊论文,已接收)
Shi Hongkuan#, Wang Zhiwei#, Lv Jinxin, Wang Yilang, Zhang Peng, Zhu Fei and Li Qiang*. Semi-supervised Learning via Improved Teacher-Student Network for Robust 3D Reconstruction of Stereo Endoscopic Image[C]//Proceedings of the 29th ACM International Conference on Multimedia. 2021: 4661-4669.(会议论文,CCF-A,oral)
Xian Junlin#, Wang Zhiwei#, Cheng Kwang-Ting and Yang Xin. Towards Robust Dual-View Transformation via Densifying Sparse Supervision for Mammography Lesion Matching[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2021: 355-365.(会议论文,医学人工智能顶会,poster)
Wang Sheng#, Lv Jinxin#, Shi Hongkuan, Wang Yilang, Liang Yuanhuai, Ouyang Zihui, Wang Zhiwei* and Li Qiang*. Progressive and Coarse-to-Fine Network for Medical Image Registration Across Phases, Modalities and Patients[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2021: 180-185.(会议论文,医学人工智能顶会,challenge)
Wang Zhiwei, Jiang Xixi, Liu Jingen, Cheng Kwang-Ting and Yang Xin*. Multi-task siamese network for retinal artery/vein separation via deep convolution along vessel[J]. IEEE Transactions on Medical Imaging, 2020, 39(9): 2904-2919.(期刊论文,IF=10.048)
Wang Zhiwei, Lin Yi, Cheng Kwang-Ting and Yang Xin*. Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization[J]. Medical image analysis, 2020, 59: 101565.(期刊论文,IF=11.148)
Wang Zhiwei, Liu Chaoyue, Cheng Danpeng, Wang Liang, Yang Xin* and Cheng Kwang-Ting. Automated detection of clinically significant prostate cancer in mp-MRI images based on an end-to-end deep neural network[J]. IEEE transactions on medical imaging, 2018, 37(5): 1127-1139.(期刊论文,IF=10.048)
Wang Zhiwei, Yang Xin* and Cheng Kwang-Ting. Accurate face alignment and adaptive patch selection for heart rate estimation from videos under realistic scenarios[J]. PloS one, 2018, 13(5): e0197275.(期刊论文,IF=3.2)
Wang Zhiwei, Lin Yi, Liao Chunyuan, Cheng Kwang-Ting and Yang Xin*. StitchAD-GAN for Synthesizing Apparent Diffusion Coefficient Images of Clinically Significant Prostate Cancer[C]//BMVC. 2018: 240.(会议论文,CCF-C,poster)
Yang Xin#, Liu Chaoyue, Wang Zhiwei*, Yang Jun, Le Minh Hung, Wang Liang# and Cheng Kwang-Ting. Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI[J]. Medical image analysis, 2017, 42: 212-227.(期刊论文,IF=11.148)
Wang Zhiwei, Liu Chaoyue, Bai Xiang and Yang Xin*. Deepcadx: Automated prostate cancer detection and diagnosis in mp-mri based on multimodal convolutional neural networks[C]//Proceedings of the 25th ACM international conference on Multimedia. 2017: 1229-1230.(会议论文,CCF-A,demo)
Wang Zhiwei and Yang Xin*. Joint Face Detection and Initialization for Face Alignment[C]//International Conference on Multimedia Modeling. Springer, Cham, 2017: 164-175.(会议论文,CCF-C,oral)
Wang Zhiwei and Yang Xin*. V-head: Face detection and alignment for facial augmented reality applications[C]//International Conference on Multimedia Modeling. Springer, Cham, 2017: 450-454.(会议论文,CCF-C,demo)
其他:
Chao Lianying, Wang Zhiwei, Zhang Haobo, Xu Wenting, Zhang Peng and Li Qiang*. Sparse-View Cone Beam CT Reconstruction using Dual CNNs in Projection Domain and Image Domain[J]. Neurocomputing, 2021.(期刊论文,IF=5.7)
Yan Zengqiang, Wicaksana Jefferey, Wang Zhiwei, Yang Xin* and Cheng Kwang-Ting. Variation-aware federated learning with multi-source decentralized medical image data[J]. IEEE Journal of Biomedical and Health Informatics, 2020, 25(7): 2615-2628.(期刊论文,IF=5.8)
Jiang Xixi, Luo Qingqing, Wang Zhiwei, Mei Tao, Li Xin, Cheng Kwang-Ting and Yang Xin*. Multi-phase and multi-level selective feature fusion for automated pancreas segmentation from CT images[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2020: 460-469.(会议论文,医学人工智能顶会,poster)
Yang Xin, Lin Yin*, Wang Zhiwei and Cheng Kwang-Ting. Bi-modality medical image synthesis using semi-supervised sequential generative adversarial networks[J]. IEEE journal of biomedical and health informatics, 2019, 24(3): 855-865.(期刊论文,IF=5.8)
Yang Xin, Chen Jinyu, Wang Zhiwei, Zhang Qiaozhe, Liu Wenyu, Liao Chunyuan and Cheng Kwang-Ting. Monocular camera based real-time dense mapping using generative adversarial network[C]//Proceedings of the 26th ACM international conference on Multimedia. 2018: 896-904.(会议论文,CCF-A,poster)
Yang Xin, Wang Zhiwei, Liu Chaoyue, Le Minh Hung, Chen Jingyu, Cheng Kwang-Ting and Wang Liang. Joint detection and diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks[C]//International conference on medical image computing and computer-assisted intervention. Springer, Cham, 2017: 426-434.(会议论文,医学人工智能顶会,poster)
Le Minh Hung, Chen Jingyu, Wang Liang, Wang Zhiwei, Liu Wenyu, Cheng Kwang-Ting and Yang Xin*. Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks[J]. Physics in Medicine & Biology, 2017, 62(16): 6497.(期刊论文,IF=3.6)
Yang Xin, Liu Chaoyue, Le Minh Hung, Wang Zhiwei, Chien Aichi and Cheng Kwang-Ting*. An automated method for accurate vessel segmentation[J]. Physics in Medicine & Biology, 2017, 62(9): 3757.(期刊论文,IF=3.6)