Author

Marcin Sendera

Jagiellonian UniversityORCID 0000-0002-8741-6919Unclaimed 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:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Izzy NewshamiD· 1 shared Shamith SamarajiwaiD· 1 shared Sriganesh JammulaiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Izzy NewshamORCID

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1 paper

Recent·Most cited

Machine Classification of Methylomes in Cancer

Izzy Newsham, Marcin Sendera, Sriganesh Jammula, Shamith Samarajiwa

This paper develops a deep learning model that classifies 13 cancer types and non-cancer tissues using DNA methylation data with 98.2% accuracy, identifying methylation loci linked to cancer-related genes.

Biology Methods and Protocols · Jan 1, 2024Peer-reviewedBioinformatics