cDNA microarray analysis of a glucocorticoid treated acute lymphoblastic leukemia cell line. - Emmanouil G. Sifakis; George I. Lambrou; Andriana Prentza; Dimitris Koutsouris; Fotini Tzortzatou-Stathopoulou (BIBE, 2008)

Elucidating the identity of resistance mechanisms to prednisolone exposure in acute lymphoblastic leukemia cells through transcriptomic analysis: A computational approach. - Emmanouil G. Sifakis; George I. Lambrou; Andriana Prentza; Spiros Vlahopoulos; Dimitris Koutsouris; Fotini Tzortzatou-Stathopoulou; Aristotelis A. Chatziioannou (J. Clin. Bioinform., 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)

Evaluating the effect of various background correction methods regarding noise reduction, in two-channel microarray data. - Emmanouil G. Sifakis; Andriana Prentza; Dimitris Koutsouris; Aristotelis A. Chatziioannou (Comput. Biol. Medicine, 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)

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)

Robust Carotid Artery Recognition in Longitudinal B-Mode Ultrasound Images. - Emmanouil G. Sifakis; Spyretta Golemati (IEEE Trans. Image Process., 2014)

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)

Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology. - Nikos Tsiknakis; Kang Wang; Dimitrios Salgkamis; Evangelos Tzoras; Georgios C. Manikis; Emmanouil G. Sifakis; Jonas Bergh; Ioannis Zerdes; Kostas Marias; Alexios Matikas; Theodoros Foukakis (EMBC, 2024)

Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images. - Nikos Tsiknakis; Georgios C. Manikis; Evangelos Tzoras; Dimitrios Salgkamis; Joan Martinez Vidal; Kang Wang; Dimitris Zaridis; Emmanouil G. Sifakis; Ioannis Zerdes; Jonas Bergh; Johan Hartman; Balazs Acs; et al. (IEEE J. Biomed. Health Informatics, 2024)