Area of research
Psychiatry and Mental health · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Dementia and Cognitive Impairment Research, Advanced Neuroimaging Techniques and Applications, Osteoarthritis Treatment and Mechanisms, and Functional Brain Connectivity Studies.
Deep learning for risk-based stratification of cognitively impaired individuals
Multimodal deep learning for Alzheimer’s disease dementia assessment
Enhancing magnetic resonance imaging-driven Alzheimer’s disease classification performance using generative adversarial learning
Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification
Assessment of knee pain from MR imaging using a convolutional Siamese network
Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment