Yutong Xie

Yutong Xie

Australian Institute for Machine Learning - Projects

Faculty of Sciences, Engineering and Technology

Eligible to supervise Masters and PhD (as Co-Supervisor) - email supervisor to discuss availability.

Dr Yutong Xie is currently a Senior Research Fellow at the University of Adelaide (UoA), and a member of the Australian Institute for Machine Learning (AIML), working with A/Prof. Qi Wu. She obtained her PhD in 2021 from Northwestern Polytechnical University (NPU), China, under the supervision of Prof. Yong Xia. She has also spent about two years at UoA during her PhD studies, under the supervision of Prof. Chunhua Shen and A/Prof. Johan Verjans. Dr Xie’s focus is mainly on computer vision and data analytics in the healthcare sector, aiming to develop smart solutions to assist healthcare professionals in anatomical structure segmentation, disease diagnosis and therapy. Recently, she has been investigating efficient deep learning for medical data analysis under limited annotations. She has over 30 peer-reviewed publications in flagship journals/conferences proceedings including MICCAI, CVPR, ECCV, IJCAI, IEEE-TMI, IEEE-TIP, Medical Image Analysis, IEEE-TCSVT, Information Fusion. Her research has attracted over 3,200 citations with an H-index of 21 (Google Scholar)

Google Scholar: https://scholar.google.com/citations?user=ddDL9HMAAAAJ&hl=zh-CN

Research Topics:

  • Computed-aided diagnosis
    • Chest/Abdomen/Brain/Skin/Gland/Eye
    • X-ray/CT/MRI/Dermoscopy/Pathology/Fundus/Report/Clinical data
  • Medical image classification/segmentation/detection
  • Medical visual-language learning
  • Self-/Semi-/Weak-supervised learning

2020-2021 Innovation Foundation for Doctor Dissertation of NPU (about 12,000$)(PI)

  • Current Higher Degree by Research Supervision (University of Adelaide)

    Date Role Research Topic Program Degree Type Student Load Student Name
    2023 Co-Supervisor Vision-and-Language in the Wild Doctor of Philosophy Doctorate Full Time Mr Zheng Yu
    2022 Co-Supervisor Vision-and-Language Methods in Clinical Applications Doctor of Philosophy Doctorate Full Time Mr Chaohan Wang
    2022 Co-Supervisor Spatiotemporal Multimodal Learning in Embodied AI Doctor of Philosophy Doctorate Full Time Mr Gengze Zhou

Connect With Me
External Profiles