Contact information
Research groups
Qiang Liu
BEng, MEng, PhD
Honorary research scientist
AI in mental health
My research interests lie in the applications of AI and bioinformatics in medical and biological science, especially mental health and neuroscience, including:
machine learning algorithms especially deep neural networks; personalised treatment and diagnosis; treatment response prediction; risk evaluation; drug discovery; cell profiling; prediction and inference modelling; brain imaging, genomic and EHR analysis; smart/wearable sensors; MCDA in healthcare; biomedical signal processing; natural language processing
Recent publications
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Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression.
Journal article
Liu Q. et al, (2022), BMC Psychiatry, 22
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Personalised treatment for cognitive impairment in dementia: development and validation of an artificial intelligence model.
Journal article
Liu Q. et al, (2022), BMC Med, 20