Emmanouil G. Sifakis
Orcid: 0000-0001-9919-4471
According to our database1,
Emmanouil G. Sifakis
authored at least 10 papers
between 2008 and 2024.
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Bibliography
2024
Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.
IEEE J. Biomed. Health Informatics, September, 2024
Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
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
IEEE Trans. Image Process., 2014
2013
Derivation of Cancer Related Biomarkers from DNA Methylation Data from an Epidemiological Cohort.
Proceedings of the Engineering Applications of Neural Networks, 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
2012
Evaluating the effect of various background correction methods regarding noise reduction, in two-channel microarray data.
Comput. Biol. Medicine, 2012
Analysis of DNA methylation epidemiological data through a generic composite statistical framework.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
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
2008
cDNA microarray analysis of a glucocorticoid treated acute lymphoblastic leukemia cell line.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008