Author

Edvin Forsgren

Umeå UniversityORCID 0000-0002-1898-4453Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 1 Assay:imaging· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Pär JonssoniD· 2 shared Benny BjörkblomiD· 1 shared Bianca MiglioriiD· 1 shared David HolmbergiD· 1 shared Gillian F. LovelliD· 1 shared Johan TryggiD· 1 shared Johan TryggiD· 1 shared Jonne RietdijkiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersBioinformatics

Pär JonssonORCID

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2 papers

Recent·Most cited

BioinformaticsArtificial Intelligence in the Life SciencesPeer-reviewedDec 30, 2025

The time dimension matters: Improving mode of action classification with live-cell imaging

Edvin Forsgren, Jonne Rietdijk, David Holmberg…·Pär Jonsson

This paper introduces LCTP, a workflow for analyzing live-cell time series data to improve mode of action classification by capturing temporal phenotypes across compounds and cell lines.

1 citation

imagingdeep learning

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BioinformaticsJournal of Chemical Information and ModelingPeer-reviewedFeb 3, 2025

OPLS-based Multiclass Classification and Data-Driven Inter-Class Relationship Discovery

Edvin Forsgren, Benny Björkblom, Johan Trygg, Pär Jonsson

This paper introduces OPLS-HDA, a multiclass classification method that improves upon two-class OPLS-DA by integrating hierarchical clustering, and shows it performs well across diverse datasets.

34 citationstop 1%

metabolomicsstatistical model

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