Regression plane concept for analysing continuous cellular processes with machine learning

Abel Szkalisity; Filippo Piccinini; Attila Beleon; Tamas Balassa; Istvan Gergely Varga; Ede Migh; Csaba Molnar; Lassi Paavolainen; Sanna Timonen; Indranil Banerjee; Elina Ikonen; Yohei Yamauchi; Istvan Ando; Jaakko Peltonen; Vilja Pietiäinen; Viktor Honti; Peter Horvath

doi:10.1038/s41467-021-22866-x

Regression plane concept for analysing continuous cellular processes with machine learning

Abel Szkalisity, Filippo Piccinini, Attila Beleon, Tamas Balassa, Istvan Gergely Varga, Ede Migh, Csaba Molnar, Lassi Paavolainen, Sanna Timonen, Indranil Banerjee, Elina Ikonen, Yohei Yamauchi, Istvan Ando, Jaakko Peltonen, Vilja Pietiäinen, Viktor Honti, Peter Horvath

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Article number	2532
Journal	Nature Communications
Volume	12
Issue number	1
Number of pages	9
ISSN	2041-1723
DOIs	https://doi.org/10.1038/s41467-021-22866-x
Publication status	Published - 5 May 2021
MoE publication type	A1 Journal article-refereed

Fields of Science

HEMOCYTE LINEAGES
DROSOPHILA
STRATEGIES
BLOOD
ENCAPSULATION
COMPARTMENTS
MECHANISMS
FRAMEWORK
SOFTWARE
IMMUNITY
3111 Biomedicine

Access to Document

10.1038/s41467-021-22866-x

s41467-021-22866-xFinal published version, 4.52 MBLicence: CC BY

Cite this

Szkalisity, A., Piccinini, F., Beleon, A., Balassa, T., Varga, I. G., Migh, E., Molnar, C., Paavolainen, L., Timonen, S., Banerjee, I., Ikonen, E., Yamauchi, Y., Ando, I., Peltonen, J., Pietiäinen, V., Honti, V., & Horvath, P. (2021). Regression plane concept for analysing continuous cellular processes with machine learning. Nature Communications, 12(1), Article 2532. https://doi.org/10.1038/s41467-021-22866-x

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author = "Abel Szkalisity and Filippo Piccinini and Attila Beleon and Tamas Balassa and Varga, {Istvan Gergely} and Ede Migh and Csaba Molnar and Lassi Paavolainen and Sanna Timonen and Indranil Banerjee and Elina Ikonen and Yohei Yamauchi and Istvan Ando and Jaakko Peltonen and Vilja Pieti{\"a}inen and Viktor Honti and Peter Horvath",

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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 2021, 'Regression plane concept for analysing continuous cellular processes with machine learning', Nature Communications, vol. 12, no. 1, 2532. https://doi.org/10.1038/s41467-021-22866-x

TY - JOUR

T1 - Regression plane concept for analysing continuous cellular processes with machine learning

AU - Szkalisity, Abel

AU - Piccinini, Filippo

AU - Beleon, Attila

AU - Balassa, Tamas

AU - Varga, Istvan Gergely

AU - Migh, Ede

AU - Molnar, Csaba

AU - Paavolainen, Lassi

AU - Timonen, Sanna

AU - Banerjee, Indranil

AU - Ikonen, Elina

AU - Yamauchi, Yohei

AU - Ando, Istvan

AU - Peltonen, Jaakko

AU - Pietiäinen, Vilja

AU - Honti, Viktor

AU - Horvath, Peter

PY - 2021/5/5

Y1 - 2021/5/5

KW - HEMOCYTE LINEAGES

KW - DROSOPHILA

KW - STRATEGIES

KW - BLOOD

KW - ENCAPSULATION

KW - COMPARTMENTS

KW - MECHANISMS

KW - FRAMEWORK

KW - SOFTWARE

KW - IMMUNITY

KW - 3111 Biomedicine

U2 - 10.1038/s41467-021-22866-x

DO - 10.1038/s41467-021-22866-x

M3 - Article

SN - 2041-1723

VL - 12

JO - Nature Communications

JF - Nature Communications

IS - 1

M1 - 2532

ER -