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Incorporating biological structure into machine learning models in biomedicine

In biomedical applications of machine learning, relevant information often has a rich structure that is not easily encoded as real-valued predictors. Examples of such data include DNA or RNA sequences, gene sets or pathways, gene interaction or coexpression networks, ontologies, and phylogenetic tre...

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Bibliografiske detaljer
Udgivet i:Curr Opin Biotechnol
Main Authors: Crawford, Jake, Greene, Casey S
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7308204/
https://ncbi.nlm.nih.gov/pubmed/31962244
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.copbio.2019.12.021
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