3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy

- Texier, Blanche, Hémon, Cédric, Castelli, Joël, Barateau, Anaïs, Nunes, Jean-Claude, Queffélec, Adélie, Dowling, Jason, Bessieres, Igor, Greer, Peter, Acosta, Oscar, Boue-Rafle, Adrien, de Crevoisier, Renaud, Lafond, Caroline

A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study

- Tahri, Safaa, Texier, Blanche, Acosta, Oscar, Bessieres, Igor, Marage, Louis, Boue-Rafle, Adrien, De Crevoisier, Renaud, Lafond, Caroline, Barateau, Anais, Nunes, Jean-Claude, Hémon, Cédric, Lekieffre, Pauline, Collot, Emma, Chourak, Hilda, Le Guevelou, Jennifer, Greer, Peter, Dowling, Jason

Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning

- Texier, Blanche, Hémon, Cédric, Boue-Rafle, Adrien, Le Guevelou, Jennifer, de Crevoisier, Renaud, Lafond, Caroline, Castelli, Joël, Barateau, Anaïs, Nunes, Jean-Claude, Lekieffre, Pauline, Collot, Emma, Tahri, Safaa, Chourak, Hilda, Dowling, Jason, Greer, Peter, Bessieres, Igor, Acosta, Oscar

Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy

- Chourak, Hilda, Barateau, Anaïs, Greer, Peter, Lafond, Caroline, Nunes, Jean-Claude, de Crevoisier, Renaud, Dowling, Jason, Acosta, Oscar

Image synthesis for MRI-only radiotherapy treatment planning

- Dowling, Jason, O'Connor, Laura, Acosta, Oscar, Raniga, Parnesh, de Crevoisier, Renaud, Nunes, Jean-Claude, Barateau, Anais, Chourak, Hilda, Choi, Jae Hyuk, Greer, Peter

Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods

- Chourak, Hilda, Barateau, Anais, de Crevoisier, Renaud, Acosta, Oscar, Tahri, Safaa, Cadin, Capucine, Lafond, Caroline, Nunes, Jean-Claude, Boue-Rafle, Adrien, Perazzi, Mathias, Greer, Peter B., Dowling, Jason

Comparison of deep learning-based and patch-based methods for pseudo-CT generation in MRI-based prostate dose planning

- Largent, Axel, Barateau, Anais, Nunes, Jean-Claude, Mylona, Eugenia, Castelli, Joel, Lafond, Caroline, Greer, Peter B., Dowling, Jason A., Baxter, John, Saint-Jalmes, Herve, Acosta, Oscar, de Crevoisier, Renaud

Pseudo-CT generation for MRI-only radiation therapy treatment planning: comparison among patch-based, atlas-based, and bulk density methods

- Largent, Axel, Barateau, Anaïs, Nunes, Jean-Claude, Lafond, Caroline, Greer, Peter B., Dowling, Jason A., Saint-Jalmes, Hervé, Acosta, Oscar, de Crevoisier, Renaud

Pseudo-CT generation for MRI-only radiotherapy: comparative study between a generative adversarial network, a U-Net network, a patch-based, and an atlas based methods

- Largent, Axel, Nunes, Jean-Claude, Saint-Jalmes, Hervé, Baxter, John, Greer, Peter, Dowling, Jason, de Crevoisier, Renaud, Acosta, Oscar

Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning

- Largent, Axel, Nunes, Jean-Claude, de Crevoisier, Renaud, Acosta, Oscar, Saint-Jalmes, Hervé, Simon, Antoine, Perichon, Nicholas, Barateau, Anais, Hervé, Chloé, Lafond, Caroline, Greer, Peter B., Dowling, Jason A.