Author

Εkaterini Chatzaki

Democritus University of ThraceORCID 0000-0002-5832-4257Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Aggeliki Velli· 1 shared Evangelos Kyriazidis· 1 shared Giorgos BorboudakisiD· 1 shared Hartmut H. JuhliD· 1 shared Ioannis TsamardinosiD· 1 shared Jean Claude ZenkluseniD· 1 shared Kleanthi ChalkiadakiiD· 1 shared Kleanthi LakiotakiiD· 1 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperNeuroscience

Aggeliki Velli

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintMay 4, 2020

Just Add Data: Automated Predictive Modeling and BioSignature Discovery

Ioannis Tsamardinos, Paulos Charonyktakis, Kleanthi Lakiotaki…·Vincenzo Lagani

The paper introduces JADBIO, an AutoML system for omics data that produces predictive models and biosignatures, showing it can overcome overfitting in high-dimensional, low-sample data.

30 citations

bulk RNA-seqmachine learning (classical)

𝕏 PostBluesky

NeuroscienceNeuropharmacologyPeer-reviewedOct 23, 2018

Development of the MAM model of schizophrenia in mice: Sex similarities and differences of prefrontal cortical and hippocampal function

Kleanthi Chalkiadaki, Aggeliki Velli, Evangelos Kyriazidis…·Kyriaki Sidiropoulou

This study develops a MAM mouse model of schizophrenia and finds sex-specific cognitive and neurophysiological deficits in male but not female mice.

36 citations

mouseproteomics

𝕏 PostBluesky