Ioannis Valavanis

Publication Activity (10 Years)

Years Active: 2011-2016
Publications (10 Years): 5

Top Topics

Biologically Relevant

Clinical Decision Support Systems

Statistical Analysis

Top Venues

IEEE J. Biomed. Health Informatics

Int. J. Monit. Surveillance Technol. Res.

Publications

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, Ilias Maglogiannis, Aristotelis A. Chatziioannou
Exploring Robust Diagnostic Signatures for Cutaneous Melanoma Utilizing Genetic and Imaging Data. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Ioannis Valavanis, Emmanouil G. Sifakis, Panagiotis Georgiadis, Sotirios Kyrtopoulos, Aristotelis A. Chatziioannou
A Composite Framework for the Statistical Analysis of Epidemiological DNA Methylation Data with the Infinium Human Methylation 450K BeadChip. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Ioannis Valavanis, Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis Chatziioannou
Gene Prioritization for Inference of Robust Composite Diagnostic Signatures in the Case of Melanoma. AIAI (2013)
Emmanouil G. Sifakis, Ioannis Valavanis, Olga Papadodima, Aristotelis A. Chatziioannou
Identifying gender independent biomarkers responsible for human muscle aging using microarray data. BIBE (2013)
Ioannis Valavanis, Konstantinos Moutselos, Ilias Maglogiannis, Aristotelis A. Chatziioannou
Inference of a robust diagnostic signature in the case of Melanoma: Gene selection by information gain and Gene Ontology tree exploration. BIBE (2013)
Ioannis Valavanis, Emmanouil G. Sifakis, Panagiotis Georgiadis, Sotirios Kyrtopoulos, Aristotelis A. Chatziioannou
Derivation of Cancer Related Biomarkers from DNA Methylation Data from an Epidemiological Cohort. EANN (2) (2013)
Ioannis Valavanis, Ilias Maglogiannis, Aristotelis Chatziioannou
Intelligent identification of biomarkers for the study of obstructive nephropathy. Intell. Decis. Technol. 7 (1) (2013)
Ioannis Valavanis, Emmanouil G. Sifakis, Panagiotis Georgiadis, Sotirios Kyrtopoulos, Aristotelis A. Chatziioannou
Analysis of DNA methylation epidemiological data through a generic composite statistical framework. BIBE (2012)
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)