Regression plane concept for analysing continuous cellular processes with machine learning

Biological processes are inherently continuous, and the chance of phenotypic discovery is significantly restricted by discretising them. Using multi-parametric active regression we introduce the Regression Plane (RP), a user-friendly discovery tool enabling class-free phenotypic supervised machine l...

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Detalles Bibliográficos
Autores principales: Szkalisity, Abel, Piccinini, Filippo, Beleon, Attila, Balassa, Tamas, Varga, Istvan Gergely, Migh, Ede, Molnar, Csaba, Paavolainen, Lassi, Timonen, Sanna, Banerjee, Indranil, Ikonen, Elina, Yamauchi, Yohei, Ando, Istvan, Peltonen, Jaakko, Pietiäinen, Vilja, Honti, Viktor, Horvath, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100172/
https://www.ncbi.nlm.nih.gov/pubmed/33953203
http://dx.doi.org/10.1038/s41467-021-22866-x

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