Date of Award
Doctor of Philosophy in Computing Sciences - (Ph.D.)
Jason T. L. Wang
Gene network inference and drug response prediction are two important problems in computational biomedicine. The former helps scientists better understand the functional elements and regulatory circuits of cells. The latter helps a physician gain full understanding of the effective treatment on patients. Both problems have been widely studied, though current solutions are far from perfect. More research is needed to improve the accuracy of existing approaches.
Turki, Turki Talal, "Development and evaluation of machine learning algorithms for biomedical applications" (2017). Dissertations. 26.