Article

Completion of the DrugMatrix Toxicogenomics Database using ToxCompl

2024-03-29

Abstract excerpt

The DrugMatrix Database contains systematically generated toxicogenomics data from short-term in vivo studies for over 600 chemicals. However, most of the potential endpoints in the database are missing due to a lack of experimental measurements. We present our study on leveraging matrix factorization and machine learning methods to predict the missing values in the DrugMatrix, which includes gene expression acros...

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Literature Corpus work: 8a68f96b-2cc0-57b7-b61f-f90c739986ab
DOI: 10.1101/2024.03.26.586669

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