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Yulei Qin
Ph.D. student (Supervised by: Prof. Jie Yang)
Department of Automation, School of Electronic Information and Electrical Engineering
Shanghai Jiao Tong University
Lab: SEIEE 2-227
E-mail: qinyulei@sjtu.edu.cn
Research interest: Medical Image Analysis, Deep Learning, Machine Learning
2020年期刊论文和会议论文
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[1]
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Yulei Qin, Yun Gu, Hao Zheng, Mingjian Chen, Jie Yang, Yue-Min Zhu: AIRWAYNET-SE: A Simple-yet-effective Approach to Improve Airway Segmentation using Context Scale Fusion, in proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), Iowa City, Iowa, United States, pp. 0-0, 2020
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[2]
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Yulei Qin, Hao Zheng, Yun Gu, Xiaolin Huang, Jie Yang, Lihui Wang, Yue-Min Zhu: Learning Bronchiole-Sensitive Airway Segmentation CNNs by Feature Recalibration and Attention Distillation, in proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI), https://miccai2020.org/en/, pp. 221--231, 2020
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2019年期刊论文和会议论文
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[1]
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Yulei Qin, Hao Zheng, Xiaolin Huang, Jie Yang, Yue-Min Zhu: Pulmonary nodule segmentation with CT sample synthesis using adversarial networks, Medical Physics, 46(3): 1218-1229, 2019
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[2]
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Yulei Qin, Juan Wen, Hao Zheng, Xiaolin Huang, Jie Yang, Ning Song, Yue-Min Zhu, Lingqian Wu, Guang-Zhong Yang: Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks, IEEE Transactions on Medical Imaging, 38(11): 2569-2581, 2019
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[3]
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Yulei Qin, Mingjian Chen, Hao Zheng, Yun Gu, Mali Shen, Jie Yang, Xiaolin Huang, Yue-Min Zhu, Guang-Zhong Yang: AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks, in proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI), Shenzhen, pp. 1, 2019
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2018年期刊论文和会议论文
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[1]
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Yulei Qin, Hao Zheng, Jie Yang, Yue-Min Zhu: Simultaneous Accurate Detection of Pulmonary Nodules and False Positive Reduction Using 3D CNNs, in proceedings of IEEE International Conference on Acoustics, Speech,and Signal Processing (ICASSP), Calgary, Canada, pp. 1005-1009, 2018
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[2]
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Hao Zheng, Yun Gu, Yulei Qin, Xiaolin Huang, Jie Yang, Guang-Zhong Yang: Small Lesion Classification in Dynamic Contrast Enhancement MRI for Breast Cancer Early Detection, in proceedings of Medical Image Computing and Computer Assisted Intervention (MICCAI), Granada, Spain, pp. 876-884, 2018
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