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PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach.

Malik YousefFatma OzdemirAmhar JaberJens AllmerBurcu Bakir-Gungor
Published in: BMC bioinformatics (2023)
PriPath can thus aid in determining dysregulated pathways, which applies to medical diagnostics. In the future, we aim to advance this approach so that it can perform patient stratification based on gene expression and identify druggable targets. Thereby, we cover two aspects of precision medicine.
Keyphrases
  • gene expression
  • dna methylation
  • healthcare
  • machine learning
  • case report
  • deep learning