
1.机器学习
2.人工智能
3.医学图像处理
加拿大西安大略大学博士后。获省级人才项目。
Google Scholar: https://scholar.google.com/citations?user=kWmI78YAAAAJ&hl=en代表性论文
(1) Xu, Chenchu; Xu, Lei; Gao, Zhifan; Zhao, Shen; Zhang, Heye*; Zhang, Yanping*; Du, Xiuquan; Zhao, Shu; Ghista, Dhanjoo; Liu, Huafeng; others; Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture, Medical Image Analysis, 2018, 50:82.
(2) Xu, Chenchu; Xu, Lei; Ohorodnyk, Pavlo; Roth, Mike; Chen, Bo*; Li, Shuo*; Contrast agent-free synthesis and segmentation of ischemic heart disease images using progressive sequential causal GANs, Medical Image Analysis, 2020, 62: 0-101668.
(3) Xu, Chenchu; Howey, Joanne; Ohorodnyk, Pavlo; Roth, Mike*; Zhang, Heye*; Li, Shuo; Segmentation and quantification of infarction without contrast agents via spatiotemporal generative adversarial learning, Medical Image Analysis, 2020, 59: 0-101568.
(4) Xu, Chenchu; Zhang, Dong; Chong, Jaron*; Chen, Bo*; Li, Shuo; Synthesis of Gadolinium-enhanced Liver Tumors on Nonenhanced Liver MR Images Using Pixel-level Graph Reinforcement Learning, Medical Image Analysis, 2021, 69: 0-101976.
(5) Xu, Chenchu; Xu, Lei; Gao, Zhifan; Zhao, Shen; Zhang, Heye*; Zhang, Yanping; Du, Xiuquan; Zhao, Shu; Ghista, Dhanjoo; Li, Shuo; Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm, International Conference on Medical Image Computing and Computer-Assisted Intervention, Quebec City, QC, Canada, 2017-9-11至2017-9-13.
(6) Xu, Chenchu; Gao, Zhifan; Zhang, Dong; Zhang, Jinglin*; Xu, Lei; Li,Shuo; Applying Cross-modality Data Processing for Infarction Learning in Medical Internet of Things, IEEE Internet of Things Journal, 2021, 5(1): 1-1.
(7) Xu, Chenchu; Gao, Zhifan; Zhang, Heye*; de Albuquerque, Victor Hugo C; Video Salient Object Detection Using Dual-stream Spatiotemporal Attention, Applied Soft Computing Journal , 108, 107433.
(8) Xu, Chenchu; Xu, Lei; Brahm, Gary; Zhang, Heye; Li, Shuo; Mutgan: Simultaneous segmentation and quantification of myocardial infarction without contrast agents via joint adversarial learning, International Conference on Medical Image Computing and Computer-Assisted Intervention, Granada, Spain, 2018-9-16至2018-9-20.
(9) Xu, Chenchu; Xu, Lin; Zhang, Heye*; Zhang, Yanping*; Du, Xiuquan; Li, Shuo; A novel machine-learning algorithm to estimate the position and size of myocardial infarction for MRI sequence, Computing, 2019, 101(6): 653.
(10) Zhang, Jinglin; Xu, Chenchu*; Gao, Zhifan*; Rodrigues, Joel JPC; Albuquerque, Victor; Industrial Pervasive Edge Computing-based Intelligence IoT for Surveillance Saliency Detection, IEEE Transactions on Industrial Informatics, 2020, 17: 5012-5020.
(11) Gao, Zhifan; Xu, Chenchu*; Zhang, Heye; Li, Shuo; de Albuquerque, Victor Hugo C; Trustful internet of surveillance things based on deeply represented visual co-saliency detection, IEEE Internet of Things Journal, 2020, 7(5): 4092.
(12) Chen, Ruifeng; Xu, Chenchu*; Dong, Zhangfu; Liu, Yueguo; Du, Xiuquan; DeepCQ: Deep multi-task conditional quantification network for estimation of left ventricle parameters, Computer Methods and Programs in Biomedicine, 2020, 184: 0-105288.
(13) Zhang, Nan; Yang, Guang; Gao, Zhifan; Xu, Chenchu; Zhang, Yanping; Shi, Rui; Keegan, Jennifer; Xu, Lei; Zhang, Heye; Fan, Zhanming; others; Deep learning for diagnosis of chronic myocardial infarction on nonenhanced cardiac cine MRI, Radiology, 2019, 291(3): 606.
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项目类别:青年科学基金项目 30万元 01/2022 - 12/2024 主持
2.商空间粒化思想的内窥镜任务、数据知识关联发现智能方法(GXXT-2021-007)
项目类别:安徽高校协同创新项目 100万元 07/2021 - 7/2023 主持
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项目类别: Mitacs (加拿大国家级) 10万加元 08/2019 - 07/2021 主要参与