Author

Jane Douat

Helsinki Institute for Information Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anna CichońskaiD· 1 shared Heli JulkuneniD· 1 shared Juho RousuiD· 1 shared Prson GautamiD· 1 shared Sándor SzedmákiD· 1 shared Tapio PahikkalaiD· 1 shared Tero A. AittokallioiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Anna CichońskaORCID

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1 paper

Recent·Most cited

comboFM: leveraging multi-way interactions for systematic prediction of drug combination effects

Heli Julkunen, Anna Cichońska, Prson Gautam, Sándor Szedmák, Jane Douat, Tapio Pahikkala, Tero A. Aittokallio, Juho Rousu

comboFM predicts drug combination effects using machine learning, achieving high accuracy in cancer cell line screening and validating novel synergies.

Nature Communications · Dec 1, 2020Peer-reviewedBioinformatics