Challenges in translational machine learning

HIGHLIGHTS

  • who: Artuur Couckuyt from the Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Gent, Belgium have published the Article: Challenges in translational machine learning, in the Journal: (JOURNAL)
  • what: In a later stage of the analysis, more advanced algorithms can be used to identify doublets in single-cell RNA-seq data (Xi and Li 2021) or to correct for batch effects when integrating multiple samples (ChazarraGil et_al 2021). It needs to be emphasized that the test set can only be used to validate the model and none of its information can be used . . .

     

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