Developing deep learning algorithms including graph embedding and link prediction techniques in knowledge graphs constructed from networks of genes, drugs and diseases to predict new treatments for diseases.
Implementing machine learning algorithms to analyze immune profiling and clinical data of patients with chronic fatigue syndrome.
Implementing methods for translational bioinformatics with a focus on whole exome and whole genome sequencing.
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