Artificial intelligence (AI)

Aamodt, Tor

Department of Electrical & Computer Engineering, Faculty of Applied Science

Faculty (G+PS eligible/member)

Computer architecture; Machine learning; Computer Architecture; graphics processor units (GPUs); Machine Learning

Abdul-Mageed, Muhammad

Department of Linguistics, Faculty of Arts

Faculty (G+PS eligible/member)

Artificial intelligence (AI); Deep Learning; Natural Language Processing; Machine Learning; Computational Linguistics; Social Media Mining; Arabic

Alacaoglu, Ahmet

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Mathematical optimization; Machine learning; Mathematical operations research; Numerical optimization; Machine Learning; Stochastic algorithms; Min-max games; Monotone operator theory

Carenini, Giuseppe

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Natural language processing

Eddy, Rachel

Department of Radiology, Department of Pediatrics, Faculty of Medicine

Faculty (G+PS eligible/member)

Cardiorespiratory medicine and hematology; Medical and biomedical engineering; Artificial intelligence (AI); Magnetic Resonance Imaging (MRI); Hyperpolarized 129Xe; Computed tomography (CT); Pulmonary imaging; Lung structure-function; Lung health; Respiratory disease

Goerges, Matthias

Department of Anesthesiology, Pharmacology & Therapeutics, Faculty of Medicine

Faculty (G+PS eligible/member)

Electronic health (e-Health); Health information systems (including surveillance); Expert systems technologies in artificial intelligence; Anesthesiology; Medical devices; Human-computer systems and interface; Bio-signal processing and analysis; Digital health; predictive analytics; decision support systems; Critical Care Medicine; Biomedical Technologies; Health Care Technologies; Human Computer Interaction and Design; Medical informatics; Software Development; patient-oriented research; Data sharing / open data

Hacihaliloglu, Ilker

Department of Radiology, Department of Medicine, Faculty of Medicine

Faculty (G+PS eligible/member)

Bio-signal processing and analysis; Medical biotechnology; Biomedical signal processing; Image guided surgery systems; Medical and biomedical engineering, n.e.c.; Data analytics and signal processing, n.e.c.; Artificial intelligence (AI); Extraction of relevant information from 3D medical images; Image Guided Surgery; computer assisted diagnosis; Deep Learning; point of care ultrasound; ultrasound image processing; Brain Health; orthopedic surgery; liver disease; lung disease; traumatic Brian injury; neurosurgery; Biomedical Engineering

Heagy, Lindsey

Department of Earth, Ocean & Atmospheric Sciences, Faculty of Science

Faculty (G+PS eligible/member)

Geoelectrics and geoelectromagnetics; Magnetism and paleomagnetism; Gravimetry; Environmental monitoring; Numerical computation; Machine learning; Geophysics; Inverse theory; data science; Machine Learning; Electromagnetics; Carbon sequestration; Groundwater; Environmental geophysics; Resource exploration

Mallik, Wrik

Faculty of Applied Science

Postdoctoral Fellow

Fluid-structure interaction; Acoustics and noise control (except architectural acoustics); Machine learning; Reduced-order modelling; Machine Learning; Underwater wave propagation; Multidisciplinary design optimization

McDonald, Daniel

Department of Statistics, Faculty of Science

Faculty (G+PS eligible/member)

High dimensional data analysis; Computational methods in statistics; Statistical theory and modeling; Machine learning; Epidemiology (except nutritional and veterinary epidemiology); Methods and models for epidemiological forecasting; Estimation and quantification of prediction risk; Evaluating the predictive abilities of complex dependent data; Application of statistical learning techniques to time series prediction problems; Investigations of cross-validation and the bootstrap for risk estimation

Pleiss, Geoffrey

Department of Statistics, Faculty of Science

Faculty (G+PS eligible/member)

Statistical theory and modeling; Machine learning; Computational methods in statistics; Spatial statistics; Numerical analysis; Machine Learning; neural networks; Gaussian processes; Bayesian optimization; reliable deep learning

Robeva, Elina

Department of Mathematics, Faculty of Science

Faculty (G+PS eligible/member)

Statistical theory and modeling; Machine learning; Algebra; Algebraic statistics; Graphical Models; Tensor decomposition; Causality; Applied algebraic geometry; Shape-constrained density estimation; Tensor networks

Shelhamer, Evan

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Machine learning; Computer vision in artificial intelligence; Artificial intelligence (AI); Machine Learning; Computer Vision / Visual Recognition; Robustness and Adaptation; Self-Supervised / Unsupervised Learning; Applications to Remote Sensing and Sustainability

Tam, Roger

School of Biomedical Engineering, Faculty of Medicine

Faculty (G+PS eligible/member)

Machine learning; Biomedical signal processing; Biomedical Design and Innovation; Biomedical Technologies; Computer Science and Statistics; Data Analytics; Medical Imaging; Machine Learning; Neurodegenerative diseases; Precision Medicine; Radiology

Tang, Xin

Michael Smith Laboratories, Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Bioinformatics; Artificial intelligence (AI); Cell biology; Neurosciences, biological and chemical aspects; Mathematical biology; Genetics; Medical and biomedical engineering; Cancer; Neurosciences, medical and physiological and health aspects; Explainable and Interpretable Learning, Representation Learning, Knowledge Distillation; Biologically Informed Neural Network, Physically Informed Neural Network; Knowledge Distillation, Biological LLM, Biomedical Image Processing; Computational Cell Biology, Single-cell Biology, Multi-omics, Virtual Cell, Spatial Omics; Brain-Computer Interface, Neuroscience, Brain Mapping; Cancer Genomics, Development, Aging

Traboulsee, Tony

Division of Neurology, Faculty of Medicine

Faculty (G+PS eligible/member)

Neurology; Central nervous system; Biomedical signal processing; Machine learning; magnetic resonance imaging; multiple sclerosis; Neuromyelitls optica spectrum disorder (NMOSD); Myelin Oligodendrocyte Antibody Disorder (MOGAD); Brain MRI; Spinal Cord MRI

Yi, Kwang Moo

Department of Computer Science, Faculty of Science

Faculty (G+PS eligible/member)

Computer vision in artificial intelligence; Pattern recognition and artificial vision; 3D Computer Vision; Computer Vision; Machine Learning; Astronomy Applications of Computer VIsion