• 759 Citations
  • 14 h-Index
20102020

Research output per year

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Personal profile

Biography

Sidong Liu is a biomedical informatician and computer scientist, currently based at the Department of Clinical Medicine and Australian Institute of Health Innovation, Macquarie University as a NHMRC Early Career Fellow. He obtained his Bachelor’s degree in Biological Information Technology from Harbin Institute of Technology (HIT), which is a member of the China’s elite C9 League. After graduation from HIT, he further pursued postgraduate study in Bioinformatics and Computer Science in the University of Sydney, and was awarded the Master of Applied Science in Bioinformatics and the Master of Information Technology in Computer Science in 2009 and 2010, respectively. In 2011, he was awarded the highly competitive University of Sydney International Scholarship (USydIS), and started to carry out research on biomedical informatics and artificial intelligence with Professor Weidong Cai and Professor Dagan Feng at School of IT, University of Sydney. In the 4th year of his PhD (2014), he spent one year at the Surgical Planning Laboratory, Brigham and Women's Hospital, Harvard Medical School as a research trainee, and received advanced training in medical image computing under the supervision of Professor Ron Kikinis. After his PhD, he worked at the Brain and Mind Centre and Save Sight Institute, University of Sydney for two years as a postdoctoral research fellow. These experiences positioned him in a clinical environment and enhanced his capability in translational research. Dr Sidong Liu is committed to delivering advanced information technologies to the medical research field, and translating the research outputs into clinical applications. 

Education/Academic qualification

Computer Science, PhD, University of Sydney

Mar 2011Oct 2015

Computer Science, Master of IT, University of Sydney

Feb 2009Dec 2009

Bioinformatics, Master of Applied Science, University of Sydney

Feb 2008Dec 2008

Bioinformatics, Bachelor, Harbin Institute of Technology

Sep 2003Jul 2007

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Projects

Research Outputs

A Deep Learning Methodology for Differentiating Glioma Recurrence from Radiation Necrosis using Multimodal MRI: Algorithm Development and Validation

Gao, Y., Xiao, X., Han, B., Li, G., Ning, X., Wang, D., Cai, W., Kikinis, R., Berkovsky, S., Di Ieva, A., Zhang, L., Ji, N. & Liu, S., 2 May 2020, (Submitted) In : JMIR Medical Informatics.

Research output: Contribution to journalArticle

  • A Machine Learning Approach for investigation of white matter abnormalities in Parkinson’s disease

    Hu, X., Xiao, C., Zhang, X., Liu, S., Cui, Z., Liu, W. & Qian, L., Apr 2020, (Accepted/In press).

    Research output: Contribution to conferenceAbstract

    Open Access
    File
  • 1 Downloads (Pure)
    Open Access
    File
  • Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

    Liu, S., Shah, Z., Sav, A., Russo, C., Berkovsky, S., Qian, Y., Coiera, E. & Di Ieva, A., 7 May 2020, In : Scientific Reports. 10, p. 1-11 11 p., 7733.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 1 Downloads (Pure)

    Demyelination precedes axonal loss in the transneuronal spread of human neurodegenerative disease

    You, Y., Joseph, C., Wang, C., Gupta, V., Liu, S., Yiannikas, C., Chua, B., Chitranshi, N., Shen, T., Dheer, Y., Invernizzi, A., Borotkanics, R., Barnett, M., Graham, S. L. & Klistorner, A., 1 Feb 2019, In : Brain. 142, 2, p. 426-442 17 p.

    Research output: Contribution to journalArticle

  • 17 Citations (Scopus)

    Prizes

    Australian Postgraduate Award

    Sidong Liu (Recipient), 31 Mar 2011

    Prize

    BIH 2016 Best Paper Award

    Sidong Liu (Recipient) & Yang Song (Recipient), 13 Oct 2016

    Prize: Honorary award

    DICTA 2018 CISRA Potential Impact Award

    Chaoyi Zhang (Recipient), Yang Song (Recipient) & Sidong Liu (Recipient), 13 Dec 2018

    Prize: Honorary award

  • Activities

    White Matter Tract Profile Analysis using DTI Tractography

    Sidong Liu (Speaker)
    8 Feb 2019

    Activity: Talk or presentationInvited talk

    Medical image computing in clinical applications

    Sidong Liu (Speaker)
    19 Jun 2019

    Activity: Talk or presentationInvited talk

    Biomedical Data Initiative

    Sidong Liu (Consultant)
    Feb 2017Jun 2018

    Activity: Consultancy

    Longitudinal Modeling of MS Lesions


    Sidong Liu (Speaker)
    12 May 2017

    Activity: Talk or presentationInvited talk

    Multi-Modal Neuroimaging Computing: Methods and Applications

    Sidong Liu (Speaker)
    13 Oct 2016

    Activity: Talk or presentationInvited talk

    Press / Media

    Sydney Genesis Program Enlight.AI System

    Sidong Liu

    19/01/19

    1 item of Media coverage

    Press/Media: Other

    Eye researchers big winners under new grants

    Sidong Liu

    22/08/18

    1 Media contribution

    Press/Media: Other