Research output per year
Research output per year
Personal profile
Research Interests
My research interests lie in machine learning, deep learning, explainable artificial intelligence (XAI) and their applications in healthcare.
Education/Academic qualification
Master, Master of Information Technology, The University of Melbourne
Feb 2018 → Dec 2019
Award Date: 12 Dec 2019
Bachelor, Bachelor of Science with Honours in Computer Science with Artificial Intelligence, The University of Nottingham
Sept 2013 → Jul 2017
Award Date: 18 Jul 2017
Person Types
- Students
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Applications of Explainable Artificial Intelligence in Diagnosis and Surgery
Zhang, Y., Weng, Y. & Lund, J., Feb 2022, In: Diagnostics. 12, 2, 237.Research output: Journal Publication › Article › peer-review
Open Access112 Citations (Scopus) -
An intelligent early warning system of analyzing Twitter data using machine learning on COVID-19 surveillance in the US
Zhang, Y., Chen, K., Weng, Y., Chen, Z., Zhang, J. & Hubbard, R., 15 Jul 2022, In: Expert Systems with Applications. 198, 116882.Research output: Journal Publication › Article › peer-review
26 Citations (Scopus) -
A comparative study of GNN and MLP based machine learning for the diagnosis of Alzheimer's Disease involving data synthesis
Chen, K., Weng, Y., Hosseini, A. A., Dening, T., Zuo, G. & Zhang, Y., Jan 2024, In: Neural Networks. 169, p. 442-452 11 p.Research output: Journal Publication › Article › peer-review
Open Access6 Citations (Scopus) -
A multi-view learning approach with diffusion model to synthesize FDG PET from MRI T1WI for diagnosis of Alzheimer's disease
Chen, K., Weng, Y., Huang, Y., Zhang, Y., Dening, T., Hosseini, A. A. & Xiao, W., 6 Dec 2024, In: Alzheimer's and Dementia.Research output: Journal Publication › Article › peer-review
Open Access -
CWT-ViT: A time–frequency representation and vision transformer-based framework for automated robotic surgical skill assessment
Zhang, Y., Weng, Y. & Wang, B., 15 Dec 2024, In: Expert Systems with Applications. 258, 125064.Research output: Journal Publication › Article › peer-review
1 Citation (Scopus)