Author

Jaakko Reinvall

Aalto University

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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Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Organism:human· 1

Frequent Co-Authors

Aki Samuli HavulinnaiD· 1 shared Khaoula El Mekkaoui· 1 shared Pekka MarttineniD· 1 shared Samuel Kaski AiD· 1 shared Tianyu CuiiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Aki Samuli HavulinnaORCID

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1 paper

Recent·Most cited

Gene-Gene Interaction Detection with Deep Learning

Tianyu Cui, Khaoula El Mekkaoui, Jaakko Reinvall, Aki Samuli Havulinna, Pekka Marttinen, Samuel Kaski A

This paper introduces a deep learning method to detect gene-gene interactions by considering all SNPs and complex interactions, outperforming existing methods and identifying novel interactions in a cholesterol study.

Communications Biology · Nov 12, 2022Peer-reviewedBioinformatics