Application of artificial intelligence to decode the relationships between smell, olfactory receptors and small molecules

HIGHLIGHTS

  • who: Rayane Achebouche from the Universitu00e9 have published the article: Application of artificial intelligence to decode the relationships between smell, olfactory receptors and small molecules, in the Journal: Scientific Reports Scientific Reports
  • what: To the purpose of the study the authors considered, first, human receptors in the construction of learning models. The authors considered the implementation of a Graph Convolutional Network (GCN)59. Compared to the recent AUC of 0.78 obtained by Kowalewski et_al the model has a little lower performance. Looking at the 19 perceptions from DREAM, the models have a relatively good . . .

     

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