Aristotelis Chatziioannou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 5

Top Topics

Vapnik Chervonenkis Dimension

Supervised Machine Learning

Early Diagnosis

Top Venues

Int. J. Monit. Surveillance Technol. Res.

Publications

Dimitris Papaioannou, Ioannis Christou, Nikos Anagnou, Aristotelis Chatziioannou
Deep Learning Algorithms for Early Diagnosis of Acute Lymphoblastic Leukemia. CoRR (2024)
Ilias Maglogiannis, Georgia Kontogianni, Olga Papadodima, Haralampos Karanikas, Antonis Billiris, Aristotelis Chatziioannou
An Integrated Platform for Skin Cancer Heterogenous and Multilayered Data Management. J. Medical Syst. 45 (1) (2021)
Theodoris Koutsandreas, Ajdini Bajram, Chara Mastrokalou, Eleftherios Pilalis, Aristotelis Chatziioannou, Ilias Maglogiannis
Combining Pathway Analysis and Supervised Machine Learning for the Functional Classification of Single-Cell Transcriptomic Data. BIBE (2019)
Georgia Kontogianni, Olga Papadodima, Ilias Maglogiannis, Konstantina Frangia-Tsivou, Aristotelis Chatziioannou
Integrative Bioinformatic Analysis of a Greek Epidemiological Cohort Provides Insight into the Pathogenesis of Primary Cutaneous Melanoma. AIAI (2016)
Theodoros Koutsandreas, Ilona Binenbaum, Eleftherios Pilalis, Ioannis Valavanis, Olga Papadodima, Aristotelis Chatziioannou
Analyzing and Visualizing Genomic Complexity for the Derivation of the Emergent Molecular Networks. Int. J. Monit. Surveillance Technol. Res. 4 (2) (2016)
Theodoras Koutsandreas, Eleftherios Pilalis, Efstathios Iason Vlachavas, Dirk Koczan, Sven Klippel, Antonia Dimitrakopoulou-Strauss, Ioannis Valavanis, Aristotelis Chatziioannou
Making sense of the biological complexity through the platform-driven unification of the analytical and visualization tasks. BIBE (2015)
Ilias Maglogiannis, Theodosios Goudas, Antonis Billiris, Haralampos Karanikas, Ioannis Valavanis, Olga Papadodima, Georgia Kontogianni, Aristotelis Chatziioannou
Redesigning EHRs and Clinical Decision Support Systems for the Precision Medicine Era. EANN Workshops (2015)
Ioannis Valavanis, Theodosios Goudas, Maria Michailidou, Ilias Maglogiannis, Heleni Loutrari, Aristotelis Chatziioannou
A Novel Image Analysis Methodology for the Evaluation of Angiogenesis in Matrigel Assays and Screening of Angiogenesis-Modulating Compounds. AIAI (2015)
Ioannis Valavanis, Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou
Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma. AIAI (2013)
Theodoros Koutsandreas, Eleftherios Pilalis, Aristotelis Chatziioannou
A Machine-Learning Approach for theof Enzymatic Activity of Proteins in Metagenomic Samples. AIAI (2013)
Eleftherios Pilalis, Aristotelis Chatziioannou
Prioritized functional analysis of biological experiments using resampling and noise control methodologies. BIBE (2013)
Ioannis Valavanis, Ilias Maglogiannis, Aristotelis Chatziioannou
Intelligent identification of biomarkers for the study of obstructive nephropathy. Intell. Decis. Technol. 7 (1) (2013)
Eleftherios Pilalis, Eythymios Ladoukakis, Fragiskos N. Kolisis, Aristotelis Chatziioannou
A Galaxy Workflow for the Functional Annotation of Metagenomic Samples. SETN (2012)
Konstantinos Moutselos, Aristotelis Chatziioannou, Ilias Maglogiannis
Feature Selection Study on Separate Multi-modal Datasets: Application on Cutaneous Melanoma. AIAI (2) (2012)
Olga Papadodima, Allan Sirsjö, Fragiskos N. Kolisis, Aristotelis Chatziioannou
Application of an Integrative Computational Framework in Trancriptomic Data of Atherosclerotic Mice Suggests Numerous Molecular Players. Adv. Bioinformatics 2012 (2012)
Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou
Heterogeneous data fusion and selection in high-volume molecular and imaging datasets. BIBE (2012)
Olga Papadodima, Allan Sirsjö, Aristotelis Chatziioannou
Bioinformatic Analysis of Expression Data of ApoE Deficient Mice. SETN (2012)
Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou
GOrevenge: A Novel Generic Reverse Engineering Method for the Identification of Critical Molecular Players, Through the Use of Ontologies. IEEE Trans. Biomed. Eng. 58 (12) (2011)
Ioannis Valavanis, Panagiotis Moulos, Ilias Maglogiannis, Julie Klein, Joost Schanstra, Aristotelis Chatziioannou
Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy. EANN/AIAI (2) (2011)
Panagiotis Moulos, Ioannis Valavanis, Julie Klein, Ilias Maglogiannis, Joost Schanstra, Aristotelis Chatziioannou
Unifying the integration, analysis and interpretation of multi-omic datasets: Exploration of the disease networks of Obstructive Nephropathy in children. EMBC (2011)
Konstantinos Moutselos, Ioannis Kanaris, Aristotelis Chatziioannou, Ilias Maglogiannis, Fragiskos N. Kolisis
KEGGconverter: a tool for the in-silico modelling of metabolic networks of the KEGG Pathways database. BMC Bioinform. 10 (2009)
Aristotelis Chatziioannou, Panagiotis Moulos, Fragiskos N. Kolisis
Gene ARMADA: an integrated multi-analysis platform for microarray data implemented in MATLAB. BMC Bioinform. 10 (2009)
Aristotelis Chatziioannou, Georgios Palaiologos, Fragiskos N. Kolisis
An in-silico model of the biosynthesis of neurotransmitter glutamate, elucidates the complex regulatory role of glucocorticoids in neurotransmitter glutamate release. Comput. Biol. Medicine 39 (6) (2009)
Ioannis Kanaris, Vasileios Mylonakis, Aristotelis Chatziioannou, Ilias Maglogiannis, John Soldatos
HECTOR: Enabling Microarray Experiments over the Hellenic Grid Infrastructure. J. Grid Comput. 7 (3) (2009)
Yiannis Kanaris, Konstantinos Moutselos, Aristotelis Chatziioannou, Ilias Maglogiannis, Fragiskos N. Kolisis
Building in-silico pathway SBML models from heterogeneous sources. BIBE (2008)
Ilias Maglogiannis, Aristotelis Chatziioannou, John Soldatos, Vasileios Mylonakis, Yiannis Kanaris
An Application Platform Enabling High Performance Grid Processing of Microarray Experiments. CBMS (2007)
Ilias Maglogiannis, John Soldatos, Aristotelis Chatziioannou, Vasileios Mylonakis, Yiannis Kanaris
A Web Based System Enabling Distributed Access and Intelligent Processing of Bioinformatics Data in Grid Environments. AIAI (2007)