Bioinformatics
Bioinformatics combines computational and biological disciplines.
Explore our Programs in Bioinformatics
Faculty Members in Bioinformatics
| Name | Research Interests |
|---|---|
| Munzner, Tamara | Human-centered computing; visualization; information visualization; visual analytics; data science |
| Murphy, Michael | Bacteriology; Enzymes (including kinetics and mechanisms, and biocatalyst); Alternatives to antibiotics; Bacterial pathogenesis; Biological and Biochemical Mechanisms; Functional and Structural Proteomics; Microbial metal metabolism |
| Ng, Raymond Tak-yan | Data mining and analysis, health informatics, text summarization, text mining |
| Otto, Sarah | evolution, mathematical modeling, population genetics, genomic evolution, evolution of sex, yeast experimental evolution, Population genetics and evolutionary biology, yeast |
| Overall, Christopher Mark | Basic medicine and life sciences; protease; Viral Protease; Inflammation; Immunodeficiency; one health; Proteomics; Terminomics; Human Proteome Project |
| Park, Yongjin | Other basic medicine and life sciences; High dimensional data analysis; Biostatistical methods; Bioinformatics; single-cell genomics; Computational Biology; Causal inference; Bayesian machine learning |
| Pavlidis, Paul | Neurosciences, medical and physiological and health aspects; Engineering and technology; genomics; Bioinformatics; cellular and molecular neuroscience; Genetics; disorders of the nervous system; single-cell genomics; Computational Biology; Gene regulation |
| Plotkin, Steven | Biophysics theory and computation |
| Rieseberg, Loren | Bioinformatics; Genomics; Plant biology; adaptation; crops; invasive plants; plant evolutionary biology; speciation; weeds |
| Roth, Andrew | Bioinformatics; Cancer Evolution; Cancer omics data; computational statistics; Computational Biology; computational methods for studying clonal population structures and tumour evolution; Evolutionary cancer biology; genomics; Machine Learning; Methodological work in computational statistics; Molecular Oncology |
| Singh, Amritpal | Other basic medicine and life sciences; single cell multiomics; single cell spatial multiomics; data integration; Machine Learning; Biomarkers; heart and lung disease; High dimensional data analysis; Bioinformatics |
| Steidl, Christian | Hematological tumours; Cancer; Cancer biology; Pathology; lymphoma; tumor microenvironment; Precision Medicine; genomics |
| Steif, Adi | Bioinformatics; Algorithms and computational genomics; Genomics; Cancer genetics; Mechanisms of carcinogenesis; Cancer progression and metastasis; Statistical methods for high throughput data; High dimensional data analysis; Computational Biology; Machine Learning; Cancer Genomics; Single cell sequencing; Tumour evolution; Genomic technology development |
| Suttle, Curtis | Bioinformatics; Fisheries sciences; Immunology; Microbiology; Oceanography; Plant biology; Biological Oceanography; Environmental Virology; Marine Environment; Marine Microbiology; Microbial Diversity; Phage; Viral Discovery; Viruses |
| Swindale, Nicholas Vaughan | Bioinformatics; Neurosciences, biological and chemical aspects; Neurosciences, medical and physiological and health aspects; Eye and Visual System Diseases; Neuronal Modeling; Neuronal Systems; Visual System |
| Takei, Fumio | Molecular immunology, cancer, cell-cell interactions |
| Talhouk, Aline | Human reproduction and development sciences; Computer Science and Statistics; Epidemiology; Bioinformatics; Cancer of the Reproductive System; diagnostic models; Digital health; Machine Learning; personalized medicine; prevention; Privacy |
| Tam, Roger | 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 | 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 |
| Tokuyama, Maria | Virology; Endogenous retroviruses (ERVs); Chronic interaction between viruses and the immune system |
| Tremlett, Helen | Epidemiology (except nutritional and veterinary epidemiology); multiple sclerosis; Neuroepidemiology; Pharmacoepidemiology; prodrome,; Drug safety and effectiveness; Pharmacogenomics; comorbidities; health administrative data; Gut microbiome; prodromes |
| Tropini, Carolina | Microbiology; Medical and biomedical engineering; Physical sciences; Bacteria; Bacteriophages; Bioengineering; Bioinformatics; Biological and Biochemical Mechanisms; Biophysics; Gut microbiota; Inflammatory bowel disease |
| Vallance, Bruce | Enteric bacterial pathogens, innate immunity, instestinal inflammation, host defense, inflammatory bowel disease, immunity in health and disease |
| Velenosi, Thomas | Pharmacology and pharmaceutical sciences, n.e.c.; Cancer drug development and therapeutics; Cancer molecular targets; Metabolomics; Lipid biology (including lipidomics); Pharmacometabolomics; Pharmacology; Lipidomics; mass spectrometry; Cancer; Stable isotope tracing; Bioinformatics |
| Wang, Zhen | Signal processing theory and applications, bioinformatics |
| Wasserman, Wyeth | Medical, health and life sciences; Medical and biomedical engineering; Creation of computational methods for the analysis of genome sequences (bioinformatics); Study of cis-regulatory elements controlling gene transcription; Applied analyses of genome sequences (genomics); Indigenous genomics |
| Weng, Andrew | Molecular biology |
| Woodward, Todd | Cognitive neuropsychiatry and functional neuroimaging |
