Author

Aron Schulman

University of Helsinki

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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Pharmacology & Toxicology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Approach:deep learning· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Tero A. AittokallioiD· 2 shared Ziaurrehman TanoliiD· 2 shared Huiyan YingiD· 1 shared Jordi MestresiD· 1 shared Juho RousuiD· 1 shared Mirva PääkköneniD· 1 shared Mitro MiihkineniD· 1 shared Nikola PanajotovikjiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links

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2 shared papersPharmacology & Toxicology

Tero A. AittokallioORCID

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2 papers

Recent·Most cited

Off-target mapping enhances selectivity of machine learning-predicted CK2 inhibitors

Huiyan Ying, Weikaixin Kong, Aron Schulman, Nikola Panajotovikj, Mirva Pääkkönen, Tanisha Malpani, Ziaurrehman Tanoli, Otto Kauko, Jordi Mestres, Tero A. Aittokallio, Mitro Miihkinen

The paper develops an ML-powered drug discovery pipeline to design selective CK2 inhibitors with favorable off-target profiles, achieving a 90% hit-rate.

bioRxiv · Nov 12, 2025 · PreprintPharmacology & Toxicology

Attention-based approach to predict drug-target interactions across seven target superfamilies

Aron Schulman, Juho Rousu, Tero A. Aittokallio, Ziaurrehman Tanoli

This paper introduces an attention-based method to predict drug-target interactions across seven superfamilies, achieving high correlation and identifying missing activities in approved drugs.

Bioinformatics · Aug 1, 2024Peer-reviewedSystems Biology