Joins us at ESTRO 2020 online congress from 23rd November to 1st December 2020!

Conference publications

PO-1002 Pseudo Computed Tomography generation using 3D deep learning – Application to brain radiotherapy

Andres, E. & Fidon, Lucas & Vakalopoulou, M. & Noël, Ge & Niyoteka, S. & Benzazon, N. & Deutsch, E. & Paragios, Nikos & Robert, Charlotte. Radiotherapy and Oncology. 133. S553. 10.1016/S0167-8140(19)31422-7.

Year: 2019丨Publisher: ESTRO

SIMSEB: Unlocking the Dosimetric Potential of Sequential Boost Plans in VMAT Through Simultaneous Optimization

Fick, R.H.J. et al.

International Journal of Radiation Oncology, Biology, Physics, Volume 108, Issue 3, e381

AI-driven quality insurance for delineation in radiotherapy breast clinical trials

S. Rivera, A. Lombard, D. Pasquier, S. Wong , E. Limkin, G. Auzac, J. Blanchecotte, M.E. Chand-Fouché, A. Lamrani-Ghaouti, N. Bonnet, N. Paragios, C. Martineau-Huynh, E. Ullmann, A. Ruffier, E. Deutsch.

Year: 2020丨Publisher: ESTRO

Assessment of the generalizability to pediatric protontherapy of a 3D network generating pseudo-CT

Emilie Alvarez Andres, Maélie Caussé, Lucas Fidon, Louis Ermeneux, Stéphanie Bolle, Valentine Martin, Nikos Paragios, Eric Deutsch, Ludovic de Marzi, Charlotte Robe

Year: 2020丨Publisher: ESTRO
A Blinded Prospective Evaluation Of Clinical Applicability Of Deep Learning-Based Auto Contouring Of OAR For Head and Neck Radiotherapy

Blanchard, P. et al.

International Journal of Radiation Oncology, Biology, Physics, Volume 108, Issue 3, e780 - e781

Deep learning auto contouring of OAR for HN radiotherapy: a blinded evaluation by clinical experts

Vincent Grégoire, Pierre Blanchard, Albina Allajbej, Claire Petit, Nicolas Milhade, France Nguyen, Sofia Bakkar, Geoffroy Boulle, Edouard Romano, Wael Zrafi, Aurélien Lombard, Eugénie Ullmann, Nikos Paragios, Eric Deutsch, Charlotte Robert.

Year: 2020丨Publisher: ESTRO

Training and validation of an AI-based MRI auto-contouring method for pelvic organs

Boeke S., la Russo M., Nachbar M., Winter J., Lombard A., Bus N., Paragios N., Gani C., Müller A.-C., Zips D., Thorwarth D.

Year: 2020丨Publisher: DEGRO

Optimizing the generation of brain pseudo-CT from MRI based on a highly efficient 3D neural network

Emilie Alvarez Andres, Lucas Fidon, Maria Vakalopoulou, Marvin Lerousseau, Alexandre Carré, Roger Sun, Anne Beaudre, Eric Deutsch, Nikos Paragios, Charlotte Robert.

Year: 2020丨Publisher: ESTRO
Improving Radiotherapy Workflow Through Implementation of Delineation Guidelines & AI-Based Annotation

Ung, M. et al.

International Journal of Radiation Oncology, Biology, Physics, Volume 108, Issue 3, e315

Full-body delineation of ROIs through anatomy-preserving deep learning ensemble networks

A. Lombard, L. de Vitry, E. Ullmann, R. Marini-Silva, N. Bus, N. Paragios.

Year: 2020丨Publisher: ESTRO

Dosimetric impact of an AI-based delineation software satisfying international guidelines in breast cancer radiotherapy

M. Ung, S. Rivera, A. Rouyar, E. Limkin, C. Petit, T. Sarrade, A. Carre, G. Auzac, A. Lombard, E. Ullmann, N. Bonnet, A. Lamrani-Ghaouti, N. Paragios, C. Martineau-Huynh, E. Deutsch, C. Robert.

Year: 2020丨Publisher: EBCC

AI-driven Quality Insurance for organ-at-risk annotations in radiation therapy breast clinical trials

S. Rivera (CR), A. Lombard, D. Pasquier, S. Wong, A. Lamrani-Ghaouti, N. Bonnet, N. Paragios, C. Martineau-Huynh, A. Ruffier.

Year: 2020丨Publisher: ESTRO