Eugenia Mylona

ScholarGPS® ID: 81452137837186

Affiliation

University of Ioannina, Ioannina, Greece

Affiliation History

Field

Engineering and Computer Science

Discipline

Materials Science and Engineering

Top Specialties

Bioinformatics | Deep Learning

Metrics Summary

Publication Count

Predicted Citations

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
Assessing the Robustness of nnU-Net in the Detection of Prostate Lesions via Bi-Parametric MRI (conference) Zaridis, Dimitrios I. \| Mylona, Eugenia \| Tachos, Nikolaos \| Kalantzopoulos, Charalampos \| Pezoulas, Vasileios C. \| Koutsouris, Dimitrios D. \| Matsopoulos, George K. \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitrios I. 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology (2023) Malta 10.1109/IEEECONF58974.2023.10404284 Cite \| Source
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation (conference) Zaridis, Dimitrios I. \| Mylona, Eugenia \| Tachos, Nikolaos S. \| Kalantzopoulos, Charalampos \| Marias, Kostas \| Tsiknakis, Manolis \| Koutsouris, Dimitrios D. \| Matsopoulos, George K. \| Fotiadis, Dimitrios I. 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (2023) Dayton, OH, USA 10.1109/BIBE60311.2023.00075 Cite \| Source
A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate (journal article) Dovrou, Aikaterini \| Nikiforaki, Katerina \| Zaridis, Dimitris \| Manikis, Georgios C. \| Mylona, Eugenia \| Tachos, Nikolaos \| Tsiknakis, Manolis \| Fotiadis, Dimitrios I. \| Marias, Kostas Magnetic Resonance Imaging, volume 101 (2023). 10.1016/j.mri.2023.03.012 Cited by (5) \| Cite \| Source
Multi-Channel 3D Deep Learning Architectures for Evaluation of Prostate Lesion Detection (conference) Zaridis, Dimitrios I. \| Mylona, Eugenia \| Tachos, Nikolaos \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitrios I. 2023 IEEE Conference on Artificial Intelligence (CAI) (2023) Santa Clara, CA, USA 10.1109/CAI54212.2023.00071 Cite \| Source
Personalized prediction of one-year mental health deterioration using adaptive learning algorithms: a multicenter breast cancer prospective study (journal article) Kourou, Konstantina \| Manikis, Georgios \| Mylona, Eugenia \| Poikonen-Saksela, Paula \| Mazzocco, Ketti \| Pat-Horenczyk, Ruth \| Sousa, Berta \| Oliveira-Maia, Albino J. \| Mattson, Johanna \| Roziner, Ilan \| ... \| Fotiadis, Dimitrios I. Scientific Reports, volume 13, issue 1 (2023). 10.1038/s41598-023-33281-1 Cite \| Source
Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features (conference) Mylona, Eugenia \| Zaridis, Dimitrios \| Tachos, Nikolaos \| Tsiknakis, Manolis \| Marias, Kostas \| Fotiadis, Dimitrios I. 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (2023) Cartagena, Colombia 10.1109/ISBI53787.2023.10230613 Cite \| Source
Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones (journal article) Zaridis, Dimitrios I. \| Mylona, Eugenia \| Tachos, Nikolaos \| Pezoulas, Vasileios C. \| Grigoriadis, Grigorios \| Tsiknakis, Nikos \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitrios I. Scientific Reports, volume 13, issue 1 (2023). 10.1038/s41598-023-27671-8 Cited by (10) \| Cite \| Source
Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture (conference) Zaridis, Dimitris \| Mylona, Eugenia \| Tachos, Nikolaos \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitios I. 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (2022) Ioannina, Greece 10.1109/BHI56158.2022.9926929 Cited by (1) \| Cite \| Source
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis (conference) Mylona, Eugenia \| Kourou, Konstantina \| Manikis, Georgios \| Kondylakis, Haridimos \| Karademas, Evangelos \| Marias, Kostas \| Mazzocco, Ketti \| Poikonen-Saksela, Paula \| Pat-Horenczyk, Ruth \| Sousa, Berta \| ... \| Fotiadis, Dimitrios I. 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (2022) Ioannina, Greece 10.1109/BHI56158.2022.9926952 Cite \| Source
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study (conference) Mylona, Eugenia \| Kourou, Konstantina \| Manikis, Georgios \| Kondylakis, Haridimos \| Marias, Kostas \| Karademas, Evangelos \| Poikonen-Saksela, Paula \| Mazzocco, Ketti \| Marzorati, Chiara \| Pat-Horenczyk, Ruth \| ... \| Fotiadis, Dimitrios I. 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022) Glasgow, Scotland, United Kingdom 10.1109/EMBC48229.2022.9871647 Cited by (2) \| Cite \| Source
Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin (conference) Pezoulas, Vasileios C. \| Liontos, Angelos \| Mylona, Eugenia \| Papaloukas, Costas \| Milionis, Orestis \| Biros, Dimitrios \| Kyriakopoulos, Chris \| Kostikas, Kostantinos \| Milionis, Haralampos \| Fotiadis, Dimitrios I. 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022) Glasgow, Scotland, United Kingdom 10.1109/EMBC48229.2022.9871261 Cited by (2) \| Cite \| Source
PROper-Net: A Deep-Learning Approach for Prostate’s Peripheral Zone Segmentation based on MR imaging (conference) Mylona, Eugenia \| Zaridis, Dimitris \| Tachos, Nikolaos \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitrios I. 2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) (2022) Palermo, Italy 10.1109/MELECON53508.2022.9843082 Cited by (2) \| Cite \| Source
A smart cropping pipeline to improve prostate’s peripheral zone segmentation on MRI using Deep Learning (journal article) Zaridis, Dimitris \| Mylona, Eugenia \| Tachos, Nikolaos \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitios EAI Endorsed Transactions on Bioengineering and Bioinformatics, volume 1, issue 4, pages 173546- (2022). 10.4108/eai.24-2-2022.173546 Cited by (2) \| Cite \| Source
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints (journal article) Pezoulas, Vasileios C. \| Kourou, Konstantina D. \| Mylona, Eugenia \| Papaloukas, Costas \| Liontos, Angelos \| Biros, Dimitrios \| Milionis, Orestis I. \| Kyriakopoulos, Chris \| Kostikas, Kostantinos \| Milionis, Haralampos \| Fotiadis, Dimitrios I. Computers in Biology and Medicine, volume 141 (2022). 10.1016/j.compbiomed.2021.105176 Cited by (5) \| Cite \| Source
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests1 (conference) Mylona, Eugenia \| Kourou, Konstantina \| Manikis, Georgios \| Kondylakis, Haridimos \| Marias, Kostas \| Karademas, Evangelos \| Poikonen-Saksela, Paula \| Mazzocco, Ketti \| Marzorati, Chiara \| Pat-Horenczyk, Ruth \| ... \| Fotiadis, Dimitrios I. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2021) Mexico 10.1109/EMBC46164.2021.9629589 Cited by (3) \| Cite \| Source
A Deep Learning-based cropping technique to improve segmentation of prostate's peripheral zone (conference) Zaridis, Dimitris \| Mylona, Eugenia \| Tachos, Nikolaos \| Marias, Kostas \| Tsiknakis, Manolis \| Fotiadis, Dimitios I. 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (2021) Kragujevac, Serbia 10.1109/BIBE52308.2021.9635576 Cited by (3) \| Cite \| Source