Local quality assessment of patient specific synthetic-CT via voxel-wise analysis

Authors: Chourak, Hilda, Barateau, Anais, Nunes, Jean-Claude, Greer, Peter B., Tahri, Safaa, Lafond, Caroline, de Crevoisier, Renaud, Dowling, Jason, Acosta, Oscar

Source: 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA) Digital Image Computing: Techniques and Applications (DICTA), 2022 International Conference on. :1-7 Nov, 2022

Relation: 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning

Authors: Chourak, Hilda, Barateau, Anais, Mylona, Eugenia, Cadin, Capucine, Lafond, Caroline, Greer, Peter, Dowling, Jason, Jean-Claude-Nunes, Crevoisier, Renaud de, Acosta, Oscar

Source: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2021 IEEE 18th International Symposium on. :395-399 Apr, 2021

Relation: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis

Authors: Han, Songyue ^a, Hémon, Cédric ^a, Texier, Blanche ^a, Kortli, Yassin ^a, Queffelec, Adélie ^a, de Crevoisier, Renaud ^a, Dowling, Jason ^b, Greer, Peter ^c, Bessières, Igor ^d, Barateau, Anaïs ^a, Lafond, Caroline ^a, Nunes, Jean-Claude ^{a, ⁎}

Source: In Pattern Recognition Letters March 2025 189:56-63

Modeling dose uncertainty in cone-beam computed tomography: Predictive approach for deep learning-based synthetic computed tomography generation

Authors: Hémon, Cédric ^⁎, Cubero, Lucía, Boussot, Valentin, Martin, Romane-Alize, Texier, Blanche, Castelli, Joël, de Crevoisier, Renaud, Barateau, Anaïs, Lafond, Caroline, Nunes, Jean-Claude

Source: In Physics and Imaging in Radiation Oncology January 2025 33

Defining the potential for sexual structures-sparing for prostate cancer external beam radiotherapy: A dosimetric study

Alternate Title: Faisabilité de l’épargne des structures sexuelles pour la radiothérapie prostatique : une étude dosimétrique (French)

Authors: Le Guevelou, Jennifer ^*, Houssayni, Ayad, Key, Stéphane, Largent, Axel, Lafond, Caroline, Acosta, Oscar, Simon, Antoine, de Crevoisier, Renaud, Barateau, Anaïs

Source: In Cancer / Radiothérapie December 2024 28(8):686-692

Indirect deformable image registration using synthetic image generated by unsupervised deep learning

Authors: Hémon, Cédric, Texier, Blanche, Chourak, Hilda, Simon, Antoine, Bessières, Igor, de Crevoisier, Renaud, Castelli, Joël, Lafond, Caroline, Barateau, Anaïs, Nunes, Jean-Claude

Source: In Image and Vision Computing August 2024 148

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

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

Source: In Physics and Imaging in Radiation Oncology July 2024 31

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

Authors: Largent, Axel, Nunes, Jean-Claude, Saint-Jalmes, Herve, Simon, Antoine, Perichon, Nicolas, Barateau, Anais, Herve, Chloe, Lafond, Caroline, Greer, Peter B., Dowling, Jason A., de Crevoisier, Renaud, Acosta, Oscar

Source: 2017 25th European Signal Processing Conference (EUSIPCO) Signal Processing Conference (EUSIPCO), 2017 25th European. :46-50 Aug, 2017

Relation: 2017 25th European Signal Processing Conference (EUSIPCO)

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

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

Source: In Physics and Imaging in Radiation Oncology October 2023 28

A new parameter computed with independent component analysis to predict rectal toxicity following prostate cancer radiotherapy

Authors: Fargeas, Aureline, Arango, Juan David Ospina, Kachenoura, Amar, Costet, Nathalie, Albera, Laurent, Lafond, Caroline, Acosta, Oscar, De Crevoisier, Renaud

Source: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. :2657-2660 Aug, 2015

Relation: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Roles of Deformable Image Registration in adaptive RT: From Contour propagation to dose monitoring

Authors: Simon, Antoine, Nassef, Mohamed, Rigaud, Bastien, Cazoulat, Guillaume, Castelli, Joel, Lafond, Caroline, Acosta, Oscar, Haigron, Pascal, de Crevoisier, Renaud

Source: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE. :5215-5218 Aug, 2015

Relation: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Monte Carlo-based software for 3D personalized dose calculations in image-guided radiotherapy

Authors: Le Deroff, Coralie, Berger, Lucie, Bellec, Julien, Boissonnat, Guillaume, Chesneau, Héléna, Chiavassa, Sophie, Desrousseaux, Julie, Gempp, Stéphanie, Henry, Olivier, Jarril, Jimmy, Lazaro, Delphine, Lefeuvre, Ronan, Passal, Vincent, Solinhac, Fanny, Lafond, Caroline, Delpon, Gregory

Source: Physics and imaging in radiation oncology. 21:108-114

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100170846503.0x000001&indx=1&recIds=ETOCvdc_100170846503.0x000001

Comparison of CBCT‐based dose calculation methods in head and neck cancer radiotherapy: from Hounsfield unit to density calibration curve to deep learning

Authors: Barateau, Anaïs, De Crevoisier, Renaud, Largent, Axel, Mylona, Eugenia, Perichon, Nicolas, Castelli, Joël, Chajon, Enrique, Acosta, Oscar, Simon, Antoine, Nunes, Jean‐Claude, Lafond, Caroline

Source: Medical physics. 47(10):4683-4693

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100108685143.0x000001&indx=1&recIds=ETOCvdc_100108685143.0x000001

Comparison of Deep Learning-Based and Patch-Based Methods for Pseudo-CT Generation in MRI-Based Prostate Dose Planning

Authors: Largent, Axel, Barateau, Anaïs, Nunes, Jean-Claude, Mylona, Eugenia, Castelli, Joël, Lafond, Caroline, Greer, Peter B., Dowling, Jason A., Baxter, John, Saint-Jalmes, Hervé, Acosta, Oscar, de Crevoisier, Renaud

Source: International journal of radiation oncology, biology, physics. 105(5):1137-1150

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100092721362.0x000001&indx=1&recIds=ETOCvdc_100092721362.0x000001

Voxel-Based Analysis for Identification of Urethrovesical Subregions Predicting Urinary Toxicity After Prostate Cancer Radiation Therapy

Authors: Mylona, Eugenia, Acosta, Oscar, Lizee, Thibaut, Lafond, Caroline, Crehange, Gilles, Magné, Nicolas, Chiavassa, Sophie, Supiot, Stéphane, Ospina Arango, Juan David, Campillo-Gimenez, Borris, Castelli, Joel, de Crevoisier, Renaud

Source: International journal of radiation oncology, biology, physics. 104(2):343-354

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100081907224.0x000001&indx=1&recIds=ETOCvdc_100081907224.0x000001

Statistical Shape Model to Generate a Planning Library for Cervical Adaptive Radiotherapy

Authors: Rigaud, Bastien, Simon, Antoine, Gobeli, Maxime, Leseur, Julie, Duverge, Loig, Williaume, Daniele, Castelli, Joel, Lafond, Caroline, Acosta, Oscar, Haigron, Pascal, De Crevoisier, Renaud

Source: IEEE transactions on medical imaging. 38(2):406-416

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100075936238.0x000001&indx=1&recIds=ETOCvdc_100075936238.0x000001

Deformable image registration for radiation therapy: principle, methods, applications and evaluation

Authors: Rigaud, Bastien, Simon, Antoine, Castelli, Joël, Lafond, Caroline, Acosta, Oscar, Haigron, Pascal, Cazoulat, Guillaume, de Crevoisier, Renaud

Source: Acta oncologica. 58(9):1225-1237

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100087655874.0x000001&indx=1&recIds=ETOCvdc_100087655874.0x000001

Population model of bladder motion and deformation based on dominant eigenmodes and mixed-effects models in prostate cancer radiotherapy

Authors: Rios, Richard, De Crevoisier, Renaud, Ospina, Juan D., Commandeur, Frederic, Lafond, Caroline, Simon, Antoine, Haigron, Pascal, Espinosa, Jairo, Acosta, Oscar

Source: In Medical Image Analysis May 2017 38:133-149

2326: Brain MR-to-CT generation: comparison between supervised and unsupervised cGAN

Authors: Texier, Blanche, Queffélec, Adélie, Jenkal, Zahra, Hémon, Cédric, Kortli, Yassin, Tahri, Safaa, Han, Songyue, de Crevoisier, Renaud, Lafond, Caroline, Castelli, Joël, Barateau, Anaïs, Nunes, Jean-Claude

Source: In Radiotherapy and Oncology May 2024 194 Supplement 1:S3911-S3913

2518: CBCT-to-CT Deep-learning generation with uncertainty map predictions

Authors: Hémon, Cédric, Lafond, Caroline, Barateau, Anaïs, Texier, Blanche, Castelli, Joël, de Crevoisier, Renaud, Nunes, Jean-Claude

Source: In Radiotherapy and Oncology May 2024 194 Supplement 1:S4545-S4548