匡湖林

个人信息Personal Information

特聘副教授

硕士生导师

教师拼音名称:Kuang Hulin

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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

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

其他联系方式Other Contact Information

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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。20171月博士毕业于香港城市大学电子工程系。20171月至202012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SCI 17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。谷歌学术引用为390余次,Hi10指数分别为13 16


招生:硕士,联系方式:hulinkuang@csu.edu.cn 

目前还可以招收2021年入学的硕士研究生2名。

研究生将同时获得科学研究和实际项目开发的机会。招生名额有限,尽快邮件联系,要求有编程基础、较强的动手能力,态度认真,有较强的交流合作能力。

研究方向:

医学图像分析、深度学习、机器学习



researchgate主页https://www.researchgate.net/profile/Hulin-Kuang

主要论文列表:https://scholar.google.com/citations?user=cMoIf18AAAAJ&hl=zh-CN

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
    2017.1 2020.12
    • 加拿大卡尔加里大学
    • 博士后
  • 研究方向Research Focus
  • 社会兼职Social Affiliations
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