Author

Νικόλαος Δικαίος

Academy of AthensORCID 0000-0001-9865-0260Unclaimed 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:differential expression· 2 Assay:whole-exome sequencing· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:variant calling· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

George Anthony KastisiD· 1 shared Stamatis ChoudalakisiD· 1 shared

Activity by Year

2020-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

George Anthony KastisORCID

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2 papers

Recent·Most cited

BioinformaticsComputer Methods and Programs in BiomedicinePeer-reviewedFeb 27, 2025

Intra-clustering analysis reveals tissue-specific mutational patterns

Stamatis Choudalakis, George Anthony Kastis, Νικόλαος Δικαίος

The paper identifies tissue-specific mutational patterns in cancer by analyzing clustering of 8303 patients across 21 cancer types using network graphs and statistical methods.

1 citation

humanwhole-exome sequencing

𝕏 PostBluesky

BioinformaticsbioRxivPreprintMay 13, 2020

Sparse input neural networks to differentiate 32 primary cancer types based on somatic point mutations

Νικόλαος Δικαίος

This paper introduces a sparse-input neural network (spinn) to classify 32 cancer types using somatic point mutations, achieving 73% accuracy on independent test data.

DOI 10.1101/2020.05.13.092916

whole-exome sequencingdeep learning

𝕏 PostBluesky