Use of deep neural network ensembles to identify embryonic-fetal transition markers: repression of COX7A1 in embryonic and cancer cells

Here we present the application of deep neural network (DNN) ensembles trained on transcriptomic data to identify the novel markers associated with the mammalian embryonic-fetal transition (EFT). Molecular markers of this process could provide important insights into regulatory mechanisms of normal...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Oncotarget 2018-01, Vol.9 (8), p.7796-7811
Hauptverfasser:	West, Michael D, Labat, Ivan, Sternberg, Hal, Larocca, Dana, Nasonkin, Igor, Chapman, Karen B, Singh, Ratnesh, Makarev, Eugene, Aliper, Alex, Kazennov, Andrey, Alekseenko, Andrey, Shuvalov, Nikolai, Cheskidova, Evgenia, Alekseev, Aleksandr, Artemov, Artem, Putin, Evgeny, Mamoshina, Polina, Pryanichnikov, Nikita, Larocca, Jacob, Copeland, Karen, Izumchenko, Evgeny, Korzinkin, Mikhail, Zhavoronkov, Alex
Format:	Artikel
Sprache:	eng
Schlagworte:	Research Paper
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!