From Genotype to Phenotype: Augmenting Deep Learning with Networks and Systems Biology
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Cells, as complex systems, consist of diverse interacting biomolecules arranged in dynamic hierarchical modules. Recent advances in deep learning methods now allow one to encode this rich existing knowledge in the architecture of the learning procedure, thus p... ...
