Author

Christos Tselas

University of Crete

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Bioinformatics· 1

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Assay:bulk RNA-seq· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Ioannis TsamardinosiD· 1 shared Kleanthi LakiotakiiD· 1 shared Vincenzo LaganiiD· 1 shared Yannis PantazisiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Ioannis TsamardinosORCID

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1 paper

Recent·Most cited

BioinformaticsIEEE International Conference on Bioinformatics and Biomedicine (BIBM)Peer-reviewedDec 16, 2020

Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions

Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki…·Ioannis Tsamardinos

The paper constructs low-dimensional latent feature spaces of the human transcriptome using dimensionality reduction techniques and evaluates their ability to reconstruct data and improve phenotypic predictions.

3 citations

humanbulk RNA-seq

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