Aristotelis A. Chatziioannou

According to our database1, Aristotelis A. Chatziioannou authored at least 46 papers between 2006 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2021
An Integrated Platform for Skin Cancer Heterogenous and Multilayered Data Management.
J. Medical Syst., 2021

2019
Combining Pathway Analysis and Supervised Machine Learning for the Functional Classification of Single-Cell Transcriptomic Data.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2016
Analyzing and Visualizing Genomic Complexity for the Derivation of the Emergent Molecular Networks.
Int. J. Monit. Surveillance Technol. Res., 2016

Integrative Bioinformatic Analysis of a Greek Epidemiological Cohort Provides Insight into the Pathogenesis of Primary Cutaneous Melanoma.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015
Exploring Robust Diagnostic Signatures for Cutaneous Melanoma Utilizing Genetic and Imaging Data.
IEEE J. Biomed. Health Informatics, 2015

A Novel Image Analysis Methodology for the Evaluation of Angiogenesis in Matrigel Assays and Screening of Angiogenesis-Modulating Compounds.
Proceedings of the Artificial Intelligence Applications and Innovations, 2015

Redesigning EHRs and Clinical Decision Support Systems for the Precision Medicine Era.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Making sense of the biological complexity through the platform-driven unification of the analytical and visualization tasks.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014
A Composite Framework for the Statistical Analysis of Epidemiological DNA Methylation Data with the Infinium Human Methylation 450K BeadChip.
IEEE J. Biomed. Health Informatics, 2014

2013
A Collaborative Biomedical Image-Mining Framework: Application on the Image Analysis of Microscopic Kidney Biopsies.
IEEE J. Biomed. Health Informatics, 2013

Intelligent identification of biomarkers for the study of obstructive nephropathy.
Intell. Decis. Technol., 2013

Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

A Machine-Learning Approach for theof Enzymatic Activity of Proteins in Metagenomic Samples.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

Derivation of Cancer Related Biomarkers from DNA Methylation Data from an Epidemiological Cohort.
Proceedings of the Engineering Applications of Neural Networks, 2013

Inference of a robust diagnostic signature in the case of Melanoma: Gene selection by information gain and Gene Ontology tree exploration.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Identifying gender independent biomarkers responsible for human muscle aging using microarray data.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Prioritized functional analysis of biological experiments using resampling and noise control methodologies.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Prediction of enzymatic activity of proteins based on structural and functional domains.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

Integrative transcriptomic analysis of two cell lines elucidates the architecture of endoplasmic reticulum stress signaling in glioblastoma.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
Evaluating the effect of various background correction methods regarding noise reduction, in two-channel microarray data.
Comput. Biol. Medicine, 2012

Application of an Integrative Computational Framework in Trancriptomic Data of Atherosclerotic Mice Suggests Numerous Molecular Players.
Adv. Bioinformatics, 2012

A Galaxy Workflow for the Functional Annotation of Metagenomic Samples.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Bioinformatic Analysis of Expression Data of ApoE Deficient Mice.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Feature Selection Study on Separate Multi-modal Datasets: Application on Cutaneous Melanoma.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Advanced Block Detection and Quantification of Fibrotic Areas in Microscopy Images of Obstructive Nephropathy.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Advanced characterization of microscopic Kidney biopsies utilizing image analysis techniques.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Analysis of DNA methylation epidemiological data through a generic composite statistical framework.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

Heterogeneous data fusion and selection in high-volume molecular and imaging datasets.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
GRISSOM Platform: Enabling Distributed Processing and Management of Biological Data Through Fusion of Grid and Web Technologies.
IEEE Trans. Inf. Technol. Biomed., 2011

GOrevenge: A Novel Generic Reverse Engineering Method for the Identification of Critical Molecular Players, Through the Use of Ontologies.
IEEE Trans. Biomed. Eng., 2011

Elucidating the identity of resistance mechanisms to prednisolone exposure in acute lymphoblastic leukemia cells through transcriptomic analysis: A computational approach.
J. Clin. Bioinform., 2011

Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Unifying the integration, analysis and interpretation of multi-omic datasets: Exploration of the disease networks of Obstructive Nephropathy in children.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Enabling distributed Processing and Management of biological Data using the Grid and Web Technologies.
Proceedings of the Healthgrid Applications and Core Technologies, 2010

2009
HECTOR: Enabling Microarray Experiments over the Hellenic Grid Infrastructure.
J. Grid Comput., 2009

An in-silico model of the biosynthesis of neurotransmitter glutamate, elucidates the complex regulatory role of glucocorticoids in neurotransmitter glutamate release.
Comput. Biol. Medicine, 2009

KEGGconverter: a tool for the in-silico modelling of metabolic networks of the KEGG Pathways database.
BMC Bioinform., 2009

Gene ARMADA: an integrated multi-analysis platform for microarray data implemented in MATLAB.
BMC Bioinform., 2009

2008
Radial Basis Function Neural Networks Classification for the Recognition of Idiopathic Pulmonary Fibrosis in Microscopic Images.
IEEE Trans. Inf. Technol. Biomed., 2008

Computer-Supported Angiogenesis Quantification Using Image Analysis and Statistical Averaging.
IEEE Trans. Inf. Technol. Biomed., 2008

Building in-silico pathway SBML models from heterogeneous sources.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007
Interpretation of gene expression microarray experiments.
Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

A Web Based System Enabling Distributed Access and Intelligent Processing of Bioinformatics Data in Grid Environments.
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

ANDROMEDA: A MATLAB Automated cDNA Microarray Data Analysis Platform.
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

An Application Platform Enabling High Performance Grid Processing of Microarray Experiments.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Automated Angiogenesis Quantification through advanced Image Processing Techniques.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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