Liang Xu（徐亮）
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Experiences:
B.S., 2016-2020, North China Electric Power University, Beijing, China Ph.D., 2020-now, University of Science and Technology of China, Anhui, China -
Research Interests:
My focus is on medical image processing, deep learning, and exploring the cultivation and generation of ex vivo perfusable vessels. -
E-mail:
Xul666@mail.ustc.edu.cn
Publications：
- L Xu, Y Cheng, F Zhang, et al. Phased Progressive Learning with Coupling-Regulation-Imbalance Loss for Imbalanced Classification[J]. arXiv preprint arXiv:2205.12117, 2022.(待投)
- L Xu, M Chen, Y Cheng, S Shen*, Peng Yao*, and Ronald X.Xu*. MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation. 2023.(待投)
- S Shen, M Xu, F Zhang, P Shao, H Liu, L Xu, Chi Zhang, Peng Liu*, Peng Yao*, Ronald X. Xu*. A Low-Cost High-Performance Data Augmentation for Deep Learning-Based Skin Lesion Classification. BME Front. 2022:2022.
- B Wu, F Zhang, L Xu, et al. Modality preserving U-Net for segmentation of multimodal medical images. Quantitative Imaging in Medicine and Surgery. Vol 13, No 8 (August 2023).
Patent:
- 发明专利 邵鹏飞, 邢金玉, 徐亮.一种分布式拉曼光纤多目标探测系统, CN202110553633.5 (已授权)
- 发明专利 姚鹏, 徐亮, 邵鹏飞, 任维. 基于微流控和图像识别的循环肿瘤检测与分选方法及系统, CN202110894953.7 (已授权)
- 发明专利 任维, 姚鹏, 徐亮, 邵鹏飞. 一种循环肿瘤细胞智能分选系统, CN202121816293.2 (已授权)
- 发明专利 姚鹏, 徐亮, 程逸, 申书伟, 徐晓嵘, 任维. 一种基于重加权策略的网络训练方法, CN202111602611.X (公开)
- 发明专利 姚鹏, 徐亮, 程逸, 申书伟, 徐晓嵘, 任维. 一种基于重采样策略的网络训练方法, CN202111600865.8 (公开)
- 发明专利 任维, 姚鹏, 徐亮, 陈明潇. 针对类别不均衡数据集的网络训练方法, CN202111671005.3 (公开)