FUNG J. C.

Machine learning has significantly impacted the analysis of biological images and is now an important part of many biological data analysis pipelines. A variety of biological and biomedical domain-related tasks is gaining benefit from image analysis and pattern recognition tools developed currently. Applications include diagnostic...

The relationship between the genotype, the set of instructions encoded into a genome, and the phenotype, the macroscopic realization of those instructions, has not been fully explored. This is mostly due to the general absence of tools capable of uncovering this relationship. In this work, we develop an unsupervised learning framework relating...