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authFullName_s : E. Mylona

Deep Learning-based segmentation of prostatic urethra on CT scans for treatment planning

L. Garcia-Elcano , E. Mylona , Oscar Acosta , T. Lizée , K. Gnep et al.
Radiotherapy & Oncology, 2022, 170, pp.S686-S688
Journal articles hal-03781128v1

Voxel-wise analysis for spatial characterisation of pseudo-ct errors in MRI-only radiotherapy planning

H. Chourak , A. Barateau , E. Mylona , C. Cadin , C. Lafond et al.
18th IEEE International Symposium on Biomedical Imaging, ISBI 2021, Apr 2021, Nice, France. pp.395-399, ⟨10.1109/ISBI48211.2021.9433800⟩
Conference papers hal-03283742v1

Bladder and Urethra Subregions for Prediction of Urinary Toxicity: Insights from External Validation

E. Mylona , M. Ebert , A. Kennedy , J. W. Denham , D. J. Joseph et al.
Radiotherapy & Oncology, 2020, 152, pp.S105-S106
Journal articles hal-03284479v1
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Bladder and urethra subregions predicting urinary toxicity after prostate cancer radiotherapy

E. Mylona , Oscar Acosta , T. Lizee , J. Castelli , C. Lafond et al.
Radiotherapy & Oncology, 2019, 133, pp.S449-S449. ⟨10.1016/S0167-8140(19)31273-3⟩
Journal articles hal-02177163v1
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Predicting urinary toxicity via 2D and 3D dose map analyses in prostate cancer radiotherapy

E. Mylona , A. Cicchetti , T. Rancati , F. Palorini , S. Supiot et al.
Radiotherapy & Oncology, 2019, 133, pp.S326-S326. ⟨10.1016/S0167-8140(19)31035-7⟩
Journal articles hal-02177166v1

Comparison of machine learning algorithms and oversampling techniques for urinary toxicity prediction after prostate cancer radiotherapy

E. Mylona , C. Lebreton , P. Fontaine , S. Supiot , N. Magne et al.
19th International Conference on Bioinformatics and Bioengineering, BIBE 2019, Oct 2019, Athens, Greece. pp.964-971, ⟨10.1109/BIBE.2019.00180⟩
Conference papers hal-02472484v1

Machine Learning and Oversampling techniques to predict urinary toxicity after prostate cancer

E. Mylona , F. Filias , M. Ibrahim , S. Supiot , N. Magne et al.
Radiotherapy & Oncology, 2020, 152, pp.S829-S830
Journal articles hal-03284480v1

Analysis of the urethro-vesical region for urinary toxicity prediction after prostate radiotherapy

T. Lizee , E. Mylona , C. Lafond , S. Supiot , Oscar Acosta et al.
Radiotherapy & Oncology, 2018, 127, pp.S432-S433. ⟨10.1016/S0167-8140(18)31138-1⟩
Journal articles hal-01878963v1

Mechanistic simulation of tumor response outperforms radiomics predicting recurrence in prostate cancer radiotherapy

C. Sosa-Marrero , P. Fontaine , E. Mylona , K. Gnep , A. Hernandez et al.
18th IEEE International Symposium on Biomedical Imaging, ISBI 2021, Apr 2021, Nice, France. pp.1-4, ⟨10.1109/ISBI48211.2021.9433997⟩
Conference papers hal-03283732v1