Unifying the integration, analysis and interpretation of multi-omic datasets: Exploration of the disease networks of Obstructive Nephropathy in children. - Panagiotis Moulos; Ioannis Valavanis; Julie Klein 002; Ilias Maglogiannis; Joost Schanstra; Aristotelis Chatziioannou (EMBC, 2011)

Intelligent Selection of Human miRNAs and Mouse mRNAs Related to Obstructive Nephropathy. - Ioannis Valavanis; Panagiotis Moulos; Ilias Maglogiannis; Julie Klein 002; Joost Schanstra; Aristotelis Chatziioannou (AIAI, 2011)

Analysis of DNA methylation epidemiological data through a generic composite statistical framework. - Ioannis Valavanis; Emmanouil G. Sifakis; Panagiotis Georgiadis 003; Sotirios Kyrtopoulos; Aristotelis A. Chatziioannou (BIBE, 2012)

Identifying gender independent biomarkers responsible for human muscle aging using microarray data. - Emmanouil G. Sifakis; Ioannis Valavanis; Olga Papadodima; Aristotelis A. Chatziioannou (BIBE, 2013)

Inference of a robust diagnostic signature in the case of Melanoma: Gene selection by information gain and Gene Ontology tree exploration. - Ioannis Valavanis; Konstantinos Moutselos; Ilias Maglogiannis; Aristotelis A. Chatziioannou (BIBE, 2013)

Derivation of Cancer Related Biomarkers from DNA Methylation Data from an Epidemiological Cohort. - Ioannis Valavanis; Emmanouil G. Sifakis; Panagiotis Georgiadis 003; Sotirios Kyrtopoulos; Aristotelis A. Chatziioannou (EANN (2), 2013)

Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma. - Ioannis Valavanis; Konstantinos Moutselos; Ilias Maglogiannis; Aristotelis Chatziioannou (AIAI, 2013)

Intelligent identification of biomarkers for the study of obstructive nephropathy. - Ioannis Valavanis; Ilias Maglogiannis; Aristotelis Chatziioannou (Intell. Decis. Technol., 2013)

A Composite Framework for the Statistical Analysis of Epidemiological DNA Methylation Data with the Infinium Human Methylation 450K BeadChip. - Ioannis Valavanis; Emmanouil G. Sifakis; Panagiotis Georgiadis 003; Sotirios Kyrtopoulos; Aristotelis A. Chatziioannou (IEEE J. Biomed. Health Informatics, 2014)

Making sense of the biological complexity through the platform-driven unification of the analytical and visualization tasks. - Theodoras Koutsandreas; Eleftherios Pilalis; Efstathios Iason Vlachavas; Dirk Koczan; Sven Klippel; Antonia Dimitrakopoulou-Strauss; Ioannis Valavanis; Aristotelis Chatziioannou (BIBE, 2015)

Redesigning EHRs and Clinical Decision Support Systems for the Precision Medicine Era. - Ilias Maglogiannis; Theodosios Goudas; Antonis Billiris; Haralampos Karanikas; Ioannis Valavanis; Olga Papadodima; Georgia Kontogianni; Aristotelis Chatziioannou (EANN Workshops, 2015)

A Novel Image Analysis Methodology for the Evaluation of Angiogenesis in Matrigel Assays and Screening of Angiogenesis-Modulating Compounds. - Ioannis Valavanis; Theodosios Goudas; Maria Michailidou; Ilias Maglogiannis; Heleni Loutrari; Aristotelis Chatziioannou (AIAI, 2015)

Exploring Robust Diagnostic Signatures for Cutaneous Melanoma Utilizing Genetic and Imaging Data. - Ioannis Valavanis; Ilias Maglogiannis; Aristotelis A. Chatziioannou (IEEE J. Biomed. Health Informatics, 2015)

Analyzing and Visualizing Genomic Complexity for the Derivation of the Emergent Molecular Networks. - Theodoros Koutsandreas; Ilona Binenbaum; Eleftherios Pilalis; Ioannis Valavanis; Olga Papadodima; Aristotelis Chatziioannou (Int. J. Monit. Surveillance Technol. Res., 2016)