Statistical inference of gene regulatory networks

• Main Author: Μπάμπος, Κώστας
• Other Authors: Bampos, Costas
• Language: English
• Published: 2022
• Subjects: Interpretable machine learning; Gene regulatory networks; Μηχανική μάθηση; Γενετικά ρυθμιστικά δίκτυα; Ερμηνεύσιμα νευρωνικά δίκτυα

By using a comprehensive online resource generated by the PsychENCODE Consortium for the adult brain, Wang et al, have identified and embedded functional elements, quantitative-trait loci (QTLs), and regulatory-network linkages into a comprehensive deep-learning model, in order to predict psychiat...