肖驰

肖驰（博士），海南大学生物医学工程学院副教授。博士毕业于中国科学院自动化研究所模式识别国家重点实验室，模式识别与智能系统专业。自2020年2月，加入海南大学生物医学工程学院骆清铭教授团队，致力于海量大脑三维显微成像数据的处理与分析等研究工作。

主要研究方向

1.全脑尺度神经元形态的自动识别与重建；

2.脑构筑成像中胞体和神经纤维的自动提取与分析；

3.基于深度学习的生物医学图像处理。

学术论文

在Nature Communications、Computer Methods And Programs In Biomedicine、 Frontiers in Neuroanatomy、BMC Bioinformatics、IEEE International Symposium on Biomedical Imaging和SPIE Medical Imaging等SCI期刊和EI会议上发表多篇论文。

[1] Chi Xiao#,Bei Hong#, Jing Liu, Yuanyan Tang, Qiwei Xie∗, Hua Han∗. Deep Residual Contextual and Subpixel Convolution Network for Automated Neuronal Structure Segmentation in Micro-Connectomics. Computer Methods and Programs in Biomedicine, 2022, 219: 106759. (SCI, JCR Q1)

[2]Wenyi Li, Weifu Li, Zijun Qin, Liming Tan, Lan Huang, Feng Liu,Chi Xiao∗. Deep Transfer Learning for Ni-Based Superalloys Microstructure Recognition on γ' Phase. Materials, 2022, 15(12): 4251. (SCI, JCR Q1)

[3]Liyuan Liu#, Biqin Song#, Zhibin Pan, Chuanwu Yang,Chi Xiao∗and Weifu Li*. Gradient Learning under Tilted Empirical Risk Minimization. Entropy, 2022, 24(7): 956. (SCI, JCR Q2)

[4]Chi Xiao, Xi Chen, Qiwei Xie, Guoqing Li, Hao Xiao, Jingdong Song∗, Hua Han∗. Virus Identification in Electron Microscopy Images by Residual Mixed Attention Network. Computer Methods and Programs in Biomedicine, 2021, 198: 105766. (SCI, JCR Q1)

[5] Chi Xiao, Xi Chen, Weifu Li, Linlin Li, Lu Wang, Qiwei Xie*, Hua Han*. Automatic mitochondria segmentation for EM data using a 3D supervised convolutional network. Frontiers in Neuroanatomy, 2018, 12(1): 92. (SCI, JCR Q1)

[6] Chi Xiao, Weifu Li, Hao Deng, Xi Chen, Yang Yang, Qiwei Xie*, Hua Han*. Effective Automated Pipeline for 3D Reconstruction of Synapses Based on Deep Learning. BMC Bioinformatics, 2018, 19(1): 263. (SCI, JCR Q2)

[7]Yuan Lin, Linlin Li, Nie Wei, Xiaolei Liu, Avital Adler,Chi Xiao, Fujian Lu, Liping Wang, Hua Han, Xianhua Wang, Wen-Biao Gan*, Heping Cheng*. Brain Activity Regulates Loose Coupling between Mitochondrial and Cytosolic Ca Transients, Nature communications. 2019, 10(1): 1-13. (SCI, JCR Q1)

[8]Weifu Li, Jing Liu,Chi Xiao,Hao Deng, Qiwei Xie, Hua Han, A Fast Forward 3D Connection Algorithm for Mitochondria and Synapse Segmentations from Serial EM Images, BioData Mining, 2018, 11(1): 24. (SCI, JCR Q1)

[9] Chi Xiao, Jing Liu, Xi Chen, Hua Han*, Chang Shu, Qiwei Xie. Deep contextual residual network for electron microscopy image segmentation in connectomics. International Symposium on Biomedical Imaging (ISBI), 2018: 378-381. (EI)

[10] Chi Xiao, Weifu Li, Xi Chen, Hua Han*, Qiwei Xie. An effective fully deep convolutional neural network for mitochondria segmentation based on ATUM-SEM. SPIE Medical Imaging, 2018, 10574: 105740C. (EI)

[11] Chi Xiao, Qiang Rao, Dandan Zhang, Xi Chen, Hua Han*, Qiwei Xie. 3D reconstruction of synapses with deep learning based on EM images. SPIE Medical Imaging, 2017, 10132: 101324N. (EI)

主持和参与的科研项目

1、科技创新2030-“脑科学与类脑研究”重大项目，2021ZD0200104，课题4《猕猴前额叶和视皮层的输出神经联接图谱》，2021-12 至 2026-11，子课题负责人；

2、海南省自然科学基金青年项目，621QN216，基于深度学习和注意力机制的呼吸道病毒电镜鉴定技术研究与应用，2021-09 至 2024-06，主持；

3、海南省高等学校科学研究项目，373323，基于人工智能技术的新型冠状病毒形态鉴定与诊断方法研究，2021-01 至 2023-12，主持；

4、海南大学2021年度大学生创新创业重点项目，20210102，基于联邦学习和知识图谱的医疗大数据分析系统，2021-01 至 2021-12，主持。

招生需求

招收计算机科学与技术、人工智能、电子信息等相关专业方向的博士生和硕士生。

电子邮箱：xiaochi@hainanu.edu.cn