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Use of synthetic cone beam CT in head and neck image guided volumetric modulated radiation therapy
Chalkia, Marina & Psarras, Michalis & Romdhani, Sami & Patatoukas, George & Stroubinis, Theodoros & Stasinou, Despoina & Kollaros,...
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Self-supervised GAN based synthetic-CT generation from breast CBCT
Colombo, Lorenzo & Oumani, Ayoub & Schmidt-Mengin, Marius & Horache, Sofiane & Romdhani, Sami & Kandiban, Sanmady & Romain, Blandine &...
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Dose Prediction for Prostate Radiotherapy Planning
Delasalles, Edouard & Vauclin, Rémi & Mengin, Elie & Ungun, Baris & Costea, Madalina-Liana & Bus, Norbert & Komodakis, Nikos &...
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Self-Supervised GAN Based Synthetic CT Generation From Thorax CBCT
Colombo, Lorenzo & Oumani, Ayoub & Schmidt-Mengin, Marius & Horache, Sofiane & Romdhani, Sami & Kandiban, Sanmady & Romain, Blandine &...
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Self-Supervised GAN Based Synthetic CT Generation From Head and Neck CBCT
Colombo, Lorenzo & Oumani, Ayoub & Schmidt-Mengin, Marius & Horache, Sofiane & Romdhani, Sami & Kandiban, Sanmady & Romain, Blandine &...
1 min read
5
End-to-end automatic treatment planning for prostate radiotherapy
Vauclin, Rémi & Ungun, Baris & Delasalles, Edouard & Mengin, Elie & Bus, Norbert & Costea, Madalina-Liana & Gungor, Gorkem & Gassa,...
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Quantitative and qualitative evaluation of an automated solution for prostate radiotherapy
Costea, Madalina-Liana & Ungun, Baris & Vauclin, Rémi & Delasalles, Edouard & Mengin, Elie & Bus, Norbert & Gungor, Gorkem & Moll,...
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3
Clinically-Dependent Fully Automatic Treatment Planning System via Reinforcement Learning
Dubois, P.R.F. & Fenoglietto, Pascal & Cournède, P.H. & Paragyos, N.. (2024). Clinically-Dependent Fully Automatic Treatment Planning...
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Quantitative and Qualitative Evaluation of an Automated Planning Solution for Prostate Radiotherapy
Green, W. & McBeth, R. & Güngör, G. & Moll, M. & Cozzi, S. & Gregoire, V.G. & Ungun, B. & Costea, M. & Bus, N. & Paragyos, N. & Teo, K. &...
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Evaluation of an Artificial Intelligence-Based Software for Adaptative Radiotherapy in Head and Neck
P. Maury, C. Berthold, P. Blanchard, T. V. F. Nguyen, R. Sun, Y. Tao, E. Deutsch, C. Robert, and L. Calmels; International Journal of...
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Fast Tracking MR only Adaptive Radiotherapy; Automatic Segmentation on Planning, Daily MRI and the synthetic CT
Amjad, Asma & Geoffrey, R. & Genz, D. & Horache, S. & Colombo, L. & Chen, Xigang & Paulson, E.S.. (2024). Fast Tracking MR Only Adaptive...
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Al powered decision making process for RT re-planning
Leclercq, Bastien & Romain-Vilboux, Blandine & Costea, Madalina-Liana & Colombo, Lorenzo & Romdhani, Sami & Bus, Norbert & Teboul,...
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A proof of concept for MR-only workflow in CyberKnife intracranial radiosurgery
Pantelis, Evaggelos & Moutsatsos, Argyris & Archontakis, Panagiotis & Romdhani, Sami & Stergioula, Anastasia & Papagiannis, Panagiotis &...
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Multi-Institutional qualitative evaluation of automatic and manual segmentations of organs at risk on PRE ACT breast cancer cohorts
Verhoeven, K. & Brion, T. & Green, W.R. & Balia, M. & Webb, Adam & Rattay, Tim & Liang, Y. & Assia, L.G. & Hafsa, I. & Romdhani, S. &...
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Breast Cancer annotation across genders
Costea, Madalina-Liana & Colombo, Lorenzo & Gungor, Gorkem & Klausner, Guillaume & Clavier, J-B & Leduc, Nicolas & Bourgier, Celine &...
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Guidelines-based automatic segmentation improvement
Perennec, Tanguy & Costea, Madalina-Liana & Colombo, Lorenzo & Temiz, Gizem & Rogé, Maximilien & Supiot, Stephane & Romdhani, Sami &...
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Evaluation of ART-Plan autocontouring software for head and neck radiotherapy: A blinded assessment
Young, Tom & Butterworth, Victoria & Misson-Yates, Sarah & Lei, Mary & Kong, Anthony & Petkar, Imran & Reis Ferreira, Miguel & Adjogatse,...
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Evaluation of a radiomic signature of CD8 cells in patients treated with immunotherapy-radiotherapy in three clinical trials
Sun, Roger & Lancia, Andrea & Sundahl, Nora & Milic, M. & Carre, Alexandre & Lerousseau, Marvin & Estienne, Théo & Battistella, Enzo &...
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Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells
Sun, Roger & Sundahl, Nora & Hecht, Markus & Putz, Florian & Lancia, Andrea & Rouyar, Angela & Milic, Marina & Carre, Alexandre &...
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Reinventing radiation therapy with machine learning and imaging bio-markers (radiomics): State-of-the-art, challenges and perspectives
Dercle, L. & Henry, T. & Carré, A. & Paragios, N. & Deutsch, E. & Robert, C. Year: 2021丨Publisher: Methods
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