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

Automatic classification of distal radius fracture using a two-stage ensemble deep learning framework

- Min, Hang, Rabi, Yousef, Williamson, Frances, Hacking, Craig, Tetsworth, Kevin, Schmutz, Beat, Wadhawan, Ashish, Bourgeat, Pierrick, Dowling, Jason, White, Jordy, Tchernegovski, Ayden, Formanek, Blake, Schuetz, Michael, Mitchell, Gary

Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimation

- Min, Hang, Dowling, Jason, Chlap, Phillip, de Leon, Jeremiah, Berry, Megan, Pryor, David, Greer, Peter, Vinod, Shalini K., Holloway, Lois, Jameson, Michael G., Cloak, Kirrily, Faustino, Joselle, Sidhom, Mark, Martin, Jarad, Cardoso, Michael, Ebert, Martin A., Haworth, Annette

Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning

- Young, Tony, Dowling, Jason, Rai, Robba, Liney, Gary, Greer, Peter, Thwaites, David, Holloway, Lois

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

Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation

- Finnegan, Robert N., Chin, Vicky, Chlap, Phillip, Haidar, Ali, Otton, James, Dowling, Jason, Thwaites, David I., Vinod, Shalini K., Delaney, Geoff P., Holloway, Lois

A statistical, voxelised model of prostate cancer for biologically optimised radiotherapy

- Finnegan, Robert N., Reynolds, Hayley M., Ebert, Martin A., Sun, Yu, Holloway, Lois, Sykes, Jonathan R., Dowling, Jason, Mitchell, Catherine, Williams, Scott G., Murphy, Declan G., Haworth, Annette

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

Automatic radiotherapy delineation quality assurance on prostate MRI with deep learning in a multicentre clinical trial

- Min, Hang, Dowling, Jason, De Leon, Jeremiah, Berry, Megan, Pryor, David, Greer, Peter, Vinod, Shalini K., Holloway, Lois, Jameson, Michael G., Cloak, Kirrily, Faustino, Joselle, Sidhom, Mark, Martin, Jarad, Ebert, Martin A., Haworth, Annette, Chlap, Phillip

Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning

- Young, Tony, Dowling, Jason, Rai, Robba, Liney, Gary, Greer, Peter, Thwaites, David, Holloway, Lois

Optimisation and validation of an integrated magnetic resonance imaging-only radiotherapy planning solution

- O'Connor, Laura M., Skehan, Kate, Choi, Jae H., Simpson, John, Martin, Jarad, Warren-Forward, Helen, Dowling, Jason, Greer, Peter

Validation of a new open-source method for automatic delineation and dose assessment of the heart and LADCA in breast radiotherapy with simultaneous uncertainty estimation

- Finnegan, Robert, Laugaard Lorenzen, Ebbe, Dowling, Jason, Thwaites, David, Delaney, Geoff, Brink, Carsten, Holloway, Lois

Voxel-wise analysis for spatial characterisation of pseudo-ct errors in MRI-only radiotherapy planning

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

Analysis of cardiac substructure dose in a large, multi-centre danish breast cancer cohort (the DBCG HYPO trial): Trends and predictive modelling

- Finnegan, Robert, Lorenzen, Ebbe Laugaard, Dowling, Jason, Jensen, Ingelise, Berg, Martin, Thomsen, Mette Skovhus, Delaney, Geoff P., Koh, Eng-Siew, Thwaites, David, Brink, Carsten, Offersen, Birgitte Vrou, Holloway, Lois

Localised delineation uncertainty for iterative atlas selection in automatic cardiac segmentation

- Finnegan, Robert, Lorenzen, Ebbe, Dowling, Jason, Holloway, Lois, Thwaites, David, Brink, Carsten

Voxel-based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI

- Gholizadeh, Neda, Simpson, John, Ramadan, Saadallah, Denham, Jim, Lau, Peter, Siddique, Sabbir, Dowling, Jason, Welsh, James, Chalup, Stephan, Greer, Peter B.

A multi-center prospective study for implementation of an MRI-only prostate treatment planning workflow

- Greer, Peter, Martin, Jarad, Sidhom, Mark, Hunter, Perry, Pichler, Peter, Choi, Jae Hyuk, Best, Leah, Smart, Joanne, Young, Tony, Jameson, Michael, Afinidad, Tess, Wratten, Chris, Denham, James, Holloway, Lois, Sridharan, Swetha, Rai, Robba, Liney, Gary, Raniga, Parnesh, Dowling, Jason