Author

Sanna H. Timonen

University of HelsinkiORCID 0000-0002-8139-5950Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 3

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Tero A. AittokallioiD· 2 shared Ábel SzkalisityiD· 1 shared Aleksandr IanevskiiD· 1 shared Alexander KononoviD· 1 shared Anil Kumar GiriiD· 1 shared Attila BeleoniD· 1 shared Csaba MolnáriD· 1 shared Daria R. BulanovaiD· 1 shared

Activity by Year

2020-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

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2 shared papersBioinformatics

Tero A. AittokallioORCID

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3 papers

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedMay 5, 2021

Regression plane concept: analysing continuous cellular processes with machine learning

Ábel Szkalisity, Filippo Piccinini, Attila Beleon…·Péter Horváth

The paper introduces Regression Plane, a tool for continuous phenotypic analysis using machine learning without requiring class labels.

18 citations

machine learning (classical)

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BioinformaticsMolecular Systems BiologyPeer-reviewedMar 1, 2020

Improved detection of differentially represented DNA barcodes for high-throughput lineage phenomics

Yevhen A. Akimov, Daria R. Bulanova, Sanna H. Timonen…·Tero A. Aittokallio

The paper introduces an improved algorithm for detecting differentially responding lineages in DNA barcoding experiments, showing higher accuracy than RNA-seq methods.

19 citations

humanDNA methylation

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BioinformaticsPLoS Computational BiologyPeer-reviewedFeb 3, 2020

SynToxProfiler: an approach for top drug combination selection based on integrated profiling of synergy, toxicity and efficacy

Aleksandr Ianevski, Alexander Kononov, Sanna H. Timonen…·Anil Kumar Giri

SynToxProfiler prioritizes drug combinations by integrating synergy, efficacy, and toxicity profiles to improve clinical success likelihood.

69 citationstop 4%

humanexperimental assay

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