Author

Christos Tselas

University of Crete

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

Frequent Co-Authors

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

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

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

Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions

Yannis Pantazis, Christos Tselas, Kleanthi Lakiotaki, Vincenzo Lagani, 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.

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · Dec 16, 2020Peer-reviewedBioinformatics