Methodologies
- Knowledge-informed machine learning & deep learning
- Multimodal learning
- Transfer/multitask learning & domain adaptation
- Semi-supervised learning & weakly-supervised learning
- Uncertainty quantification & active learning
Biomedical and Healthcare Domains
- Precision medicine for brain cancer
- Early detection of Alzheimer’s Disease
- Classification and prognosis related to concussion, traumatic brain injury, migraine & post-traumatic headache
- Telemonitoring of Parkinson’s Disease
- Dental CBCT segmentation, lesion detection, and diagnosis of oral diseases
Other Application Domains
- Manufacturing quality control
- Precision agriculture