AI-based cardiac annotation for radiotherapy planning

A. Botticella, P. Loap, L. De Marzi, A. Lévy, V. Martin, Y. Moukasse, S. Bolle, A. Rouyar-Nicolas, C. Le Péchoux, C. Luo, S. Colame, C. Martnieau-Huynh, A. Oumani, T. Roque, E.…


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Evaluation of AI v clinical experts SBRT-thorax computed tomography OARs delineation

S. Stathakis, G. Pissakas, A. Alexiou, P-Y. Bondiau, L. Claude, A. Damatopoulou, C. Dejean, C. Doukakis, G. Güngör, E. Maani, I. Martel-Lafay, P. Mavroidis, V. Peppa, D. Remonde,…


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Characterisation of synthetic CTs clinical quality: which gamma indices to evaluate in practice?

E. Alvarez Andres, A. Gasnier, C. Veres, F. Dhermain, S. Corbin, F. Auville, B. Biron, A. Vatonne, T. Henry, T. Estienne, M. Lerousseau, A. Carré, L. Fidon, E. Deutsch, N.…


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Clinical evaluation of organs at risk automatic-segmentation for T2-weighted MRI

N. Newmann, S. Stathakis, D. Thorwarth, D. Zips, M. Nachbar, S. Kandiban, A. Oumani, K. Shreshtha, T. Roque, N. Paragios, W. E Jones III


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Clinical evaluation of self-learning GAN based pseudo-CT generation software for low field pelvic MR

P. Fenoglietto, T. Gevaert, M. Boussaer, E. Delasalles, D. Ioannidou, K. Shreshtha, T. Roque, N. Paragios, D. Azria, E. Ozyar, G. Gungor 


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AI surpassing human expert: a multi-centric evaluation for organ at risk delineation

D. Azria, L. Boldrini, M. De Ridder, P. Fenoglietto, M A. Gambacorta, T. Gevaert, G. Gungor, F J. Lagerwaard, A E. Marciscano, M. Michalet, H. Nagar, R. Pennell, I. Serbez, B.…


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AI-based OAR delineation in brain T1w-MRI: Overcoming inter- and intra-observer  variability

G. Gungor, G. Klausner, G. Gur, I. Serbez, B. Temur, A. Caffaro, L. Hardy, S. Kandiban, A. Oumani, B. Bertrand, K. Shreshtha, T. Roque, B. Atalar, N. Paragios, E. Ozyar


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AI-driven combined deformable registration and image synthesis between radiology and histopathology

A. Leroy, M. Lerousseau, T. Henry, T. Estienne, M. Classe, E. Deutsch, V. Grégoire


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Statistical discrepancies in GTV delineation for H&N cancer across expert centers

A. Leroy, N. Paragios, E. Deutsch, V. Grégoire, D. Mitrea, A. Pêtre, R. Sun, Y G. Tao


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Synthetic CT from MRI with deep learning: Assessing the clinical impact of generated errors

E. Alvarez Andres, A. Gasnier, C. Veres, F. Dhermain, S. Corbin, F. Auville, B. Biron, A. Vatonne, T. Henry, T. Estienne, M. Lerousseau, L. Fidon, E. Deutsch, N. Paragios, C.…


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