Regression plane concept for analysing continuous cellular processes with machine learning.
Szkalisity A, Piccinini F, Beleon A, Balassa T, Varga IG, Migh E, Molnar C, Paavolainen L, Timonen S, Banerjee I, Ikonen E, Yamauchi Y, Ando I, Peltonen J, Pietiäinen V, Honti V, Horvath P.
Szkalisity A, et al.
Nat Commun. 2021 May 5;12(1):2532. doi: 10.1038/s41467-021-22866-x.
Nat Commun. 2021.
PMID: 33953203
Free PMC article.
Second, we use our framework to identify genes involved in regulating triglyceride levels in human cells. Subsequently, we analyse a time-lapse dataset on mitosis to demonstrate that the proposed methodology is capable of modelling complex processes at infinite resolution. …
Second, we use our framework to identify genes involved in regulating triglyceride levels in human cells. Subsequently, we analyse a time …