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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
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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.
Conference papers
hal-03283742v1
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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.
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.
Journal articles
hal-02177166v1
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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
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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
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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.
Journal articles
hal-01878963v1
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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.
Conference papers
hal-03283732v1
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