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Mylona, Eugenia
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1

ResQu-Net: Effective prostate's peripheral zone segmentatio..:

Zaridis, Dimitrios I. ; Mylona, Eugenia ; Tachos, Nikolaos...
Biomedical Signal Processing and Control.  93 (2024)  - p. 106187 , 2024
Link: https://doi.org/10.1016/..
 
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2

Synthetic data generation methods in healthcare: A review o..:

Pezoulas, Vasileios C. ; Zaridis, Dimitrios I. ; Mylona, Eugenia...
Computational and Structural Biotechnology Journal.  23 (2024)  - p. 2892-2910 , 2024
Link: https://doi.org/10.1016/..
 
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3

ProLesA-Net: A multi-channel 3D architecture for prostate M..:

Zaridis, Dimitrios I. ; Mylona, Eugenia ; Tsiknakis, Nikos...
Patterns.  5 (2024)  7 - p. 100992 , 2024
Link: https://doi.org/10.1016/..
 
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4

Personalized prediction of one-year mental health deteriora..:

Kourou, Konstantina ; Manikis, Georgios ; Mylona, Eugenia...
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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5

Predicting Quality of Life for Breast Cancer Patients *:

, In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI),
Raspoptsis, Christos ; Mylona, Eugenia ; Kourou, Konstantina... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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6

Deep learning-based segmentation of prostatic urethra on co..:

Cubero, Lucía ; García-Elcano, Laura ; Mylona, Eugenia...
Physics and Imaging in Radiation Oncology.  26 (2023)  - p. 100431 , 2023
Link: https://doi.org/10.1016/..
 
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7

Well‐being trajectories in breast cancer and their predicto..:

Karademas, Evangelos C. ; Mylona, Eugenia ; Mazzocco, Ketti...
Psycho-Oncology.  32 (2023)  11 - p. 1762-1770 , 2023
Link: https://doi.org/10.1002/..
 
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8

A segmentation-based method improving the performance of N4..:

Dovrou, Aikaterini ; Nikiforaki, Katerina ; Zaridis, Dimitris...
Magnetic Resonance Imaging.  101 (2023)  - p. 1-12 , 2023
Link: https://doi.org/10.1016/..
 
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9

Multi-Channel 3D Deep Learning Architectures for Evaluation..:

, In: 2023 IEEE Conference on Artificial Intelligence (CAI),
Zaridis, Dimitrios I. ; Mylona, Eugenia ; Tachos, Nikolaos... - p. 148-149 , 2023
Link: https://doi.org/10.1109/..
 
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10

Region-adaptive magnetic resonance image enhancement for im..:

Zaridis, Dimitrios I. ; Mylona, Eugenia ; Tachos, Nikolaos...
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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11

Diagnosis of Clinical Significant Prostate Cancer on Bipara..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),
Mylona, Eugenia ; Zaridis, Dimitrios ; Tachos, Nikolaos... - p. 1-4 , 2023
Link: https://doi.org/10.1109/..
 
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12

Assessing the Robustness of nnU-Net in the Detection of Pro..:

, In: 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology,
Zaridis, Dimitrios I. ; Mylona, Eugenia ; Tachos, Nikolaos... - p. 33-34 , 2023
Link: https://doi.org/10.1109/..
 
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13

Transi-Net: An Explainable Deep Learning Model Ensemble For..:

, In: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE),
Zaridis, Dimitrios I. ; Mylona, Eugenia ; Tachos, Nikolaos S.... - p. 422-426 , 2023
Link: https://doi.org/10.1109/..
 
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14

ICU admission and mortality classifiers for COVID-19 patien..:

Pezoulas, Vasileios C. ; Kourou, Konstantina D. ; Mylona, Eugenia...
Computers in Biology and Medicine.  141 (2022)  - p. 105176 , 2022
Link: https://doi.org/10.1016/..
 
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15

Predicting the need for mechanical ventilation and mortalit..:

, In: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
Pezoulas, Vasileios C. ; Liontos, Angelos ; Mylona, Eugenia... - p. 1020-1023 , 2022
Link: https://doi.org/10.1109/..
 
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