Browsing EΛ.ΜΕ.ΠΑ. / HMU by Keywords "βιοπληροφορική"
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Integration of gene expressions with polymorphism data in systems biology: comparison with imaging techniques in gliomas.
Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
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Publication Date: 2022-11-01The present work outlines core aspects of machine learning in the fields of radiomics, genomics, transcriptomics and radiogenomics. More specifically, it’s attempting through the usage of multi-type data (including medical ... -
A set of mechanisms to collect, display and analyze quality metrics of research objects as a method to augment reproducibility and openness in bioinformatics research.
H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
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Publication Date: 2022-10-21Open and community-responsive tool repositories and Workflow Management Systems aid in the automation and repeatability of large-scale data analysis. However, such repositories do not include evaluation methods on those ... -
Gene expression analysis using deep learning.
Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
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Publication Date: 2021-05-11The present work outlines the basic aspects of artificial intelligence in the field of bioinformatics and in particular the use of neural networks for the analysis of gene expressions. In the first stage, introductory ... -
Multi-omic analysis of genomic data for the classification of glioblastoma samples.
Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
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Publication Date: 2023-05-10Clustering of individual omic datasets has proven invaluable for biological and medical research. Decreasing costs and the development of next-generation sequencing (NGS) methods now have the measurement of multi-omic data. ...