中南大学计算机学院导师教师师资介绍简介-匡湖林

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个人信息Personal Information 特聘副教授
硕士生导师
教师拼音名称：Kuang Hulin
所在单位：计算机学院
学历：研究生(博士)毕业
办公地点：计算机楼302室
性别：男
联系方式：hulinkuang[at]csu.edu.cn
学位：博士学位
在职信息：在职
毕业院校：香港城市大学
学科：计算机科学与技术

同专业硕导

个人简介Personal Profile 匡湖林，男，现为中南大学计算机学院特聘副教授。本硕均毕业于武汉大学电信院。2017年1月博士毕业于香港城市大学电子工程系。2017年1月至2020年12月在加拿大卡尔加里大学做博士后。研究方向为人工智能、图像处理、深度学习及机器学习，主要包括：医学图像分析和智能交通系统。目前已发表SCI论文和国际会议论文30余篇，其中一作\通讯SCI17篇；医学图像处理分析顶级会议（MICCAI） 2篇。核心参与了香港研究资助局项目1项，加拿大国家级项目2项和省部级项目1项。

招生：硕士，联系方式：hulinkuang[at]csu.edu.cn

每年可招收2-3名硕士研究生。同时也欢迎对人工智能和医学图像分析感兴趣的本科生加入我的团队。
研究方向：

医学图像分析、深度学习、机器学习、人工智能

researchgate主页：https://www.researchgate.net/profile/Hulin-Kuang
谷歌学术主页：https://scholar.google.com/citations?user=cMoIf18AAAAJ&hl=zh-CN
主要论文列表：

医学影像分析：

[1] Hulin Kuang, Bijoy K. Menon, Sung IL Sohn, Wu Qiu*, “EIS-Net: segmenting early infarct and scoring ASPECTS simultaneously on non-contrast CT of patients with acute ischemic stroke”, Medical Image Analysis, 70, 101984, 2021. (SCI, IF=11.148)
[2] Hulin Kuang, Wu Qiu*, Anna M. Boers, Scott Brown, Keith Muir, Charles B.L.M. Majoie, Diederik W.J. Dippel, Phil White, Jonathan Epstein, Peter J. Mitchell, Antoni Dávalos, Serge Bracard, Bruce Campbell, Jeffrey L. Saver, Tudor G. Jovin, Marta Rubiera, Alexander V. Khaw, Jai J. Shankar, Enrico Fainardi, Michael D. Hill, Andrew M. Demchuk, Mayank Goyal, Bijoy K. Menon*, PRoveIT and HERMES Collaborators, “Computed tomography perfusion–based machine learning model better predicts follow-up infarction in patients with acute ischemic stroke”, Stroke, 52(1), 223-231, 2021. (SCI, IF=7.19)
[3] Wu Qiu#, Hulin Kuang#, Ericka Teleg, Johanna M. Ospel, Sung Il Sohn, Mohammed Almekhlafi, Mayank Goyal, Michael D. Hill, Andrew M. Demchuk, Bijoy K. Menon*, “Machine learning for detecting early infarction in acute stroke with non–contrast-enhanced CT”, Radiology, 294 (3), 638-644, 2020. (SCI, IF=7.931, #代表共同一作)
[4] Hulin Kuang#, Wu Qiu#, Mohamed Najm, Dar Dowlatshahi, Robert Mikulik, Alex Y. Poppe, Josep Puig, Mar Castellanos, Sung I Sohn, Seong H. Ahn, Ana Calleja, Albert Jin, Talip Asil, Negar Asdaghi, Thalia S. Field, Shelagh Coutts, Michael D. Hill, Andrew M. Demchuk, Mayank Goyal, Bijoy K. Menon*, INTERRSeCT Collaborators, “Validation of an automated ASPECTS method on non-contrast CT scans of acute ischemic stroke patients”, International Journal of Stroke, 15 (5), 528-534, 2020. (SCI, IF=4.882, #代表共同一作)
[5] Hulin Kuang, Mohamed Najm, Debabrata Chakraborty, Nicholas Maraj, Sung I. Sohn, Mayank Goyal, Michael D. Hill, Andrew M. Demchuk, Bijoy K. Menon, Wu Qiu*, “Automated aspects on noncontrast CT scans in patients with acute ischemic stroke using machine learning”, American Journal of Neuroradiology, 40(1), 33-38, 2019. (SCI, IF=3.381)
[6] Hulin Kuang, Bijoy K. Menon, Wu Qiu*, “Semi-automated infarct segmentation from follow-up noncontrast CT scans in patients with acute ischemic stroke”, Medical Physics, 46(9), 4037-4045, 2019. (SCI, IF=3.317)
[7] Hulin Kuang, Bijoy K. Menon, Wu Qiu*, “Automated stroke lesion segmentation in non-contrast CT scans using dense multi-path contextual generative adversarial network”, Physics in Medicine and Biology, 65(21), 215013, 2020. (SCI, IF=2.883)
[8] Hulin Kuang, Bijoy K. Menon, Wu Qiu*, “Automated infarct segmentation from follow-up non-contrast CT scans in patients with acute ischemic stroke using dense multi-path contextual generative adversarial network”, in Proc. of 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2019), 2019, pp. 856-863.（医学影像分析顶级国际会议）

[9] Hulin Kuang, Mohamed Najm, Bijoy K. Menon, Wu Qiu*, “Joint segmentation of intracerebral hemorrhage and infarct from non-contrast CT images of post-treatment acute ischemic stroke patients”, in Proc. of 21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018), 2018, pp.681-688. （医学影像分析顶级国际会议）
智能交通系统：
[1] Hulin Kuang, Long Chen, Leanne Lai Hang Chan*, Ray CC Cheung, Hong Yan, “Feature Selection Based on Tensor Decomposition and Object Proposal for Night-Time Multiclass Vehicle Detection”, IEEE Transactions on Systems Man Cybernetics-Systems, 49(1), 71-80, 2019. (SCI, IF=9.309)
[2] Hulin Kuang, Kai-Fu Yang, Long Chen, Yong-Jie Li*, Leanne Lai Hang Chan*, Hong Yan, “Bayes saliency-based object proposal generator for nighttime traffic images”, IEEE Transactions on Intelligent Transportation Systems, 19(3), 814-825, 2018. (SCI, IF=6.319)
[3] Hulin Kuang, Xianshi Zhang, Yongjie Li*, Leanne Lai Hang Chan*, and Hong Yan, “Nighttime vehicle detection based on bio-inspired image enhancement and weighted score-level feature fusion”, IEEE Transactions on Intelligent Transportation Systems, 18(4), 927-936, 2017. (SCI, IF=6.319)
[4] Hulin Kuang, Long Chen*, Feng Gu, Jiajie Chen, Leanne Lai Hang Chan, and Hong Yan, “Combining region-of-interest extraction and image enhancement for nighttime vehicle detection”, IEEE Intelligent Systems, 31(3), 57-65, 2016. (SCI, IF=3.21)
水果检测：
[1] Hulin Kuang*, Leanne Lai Hang Chan, Cairong Liu, and Hong Yan, “Multi-class fruit detection based on image region selection and improved object proposals”, Neurocomputing, 283, 241-255, 2018. (SCI, IF=4.438)

教育经历Education Background
工作经历Work Experience
2007.92011.6
武汉大学
通信工程
学士
2011.92013.6
武汉大学
电路与系统
硕士
2013.92017.1
香港城市大学
博士
2017.12020.12
加拿大卡尔加里大学
博士后

研究方向Research Focus
社会兼职Social Affiliations
人工智能、医学图像处理、智能交通系统、目标识别、深度学习、机器学习
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中南大学计算机学院导师教师师资介绍简介-匡湖林

本站小编 Free考研考试/2021-08-20

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