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2024 Journal Article Evaluating the relationship between contouring variability and modelled treatment outcome for prostate bed radiotherapyLe Bao, Viet, Haworth, Annette, Dowling, Jason A., Walker, Amy, Arumugam, Sankar, Jameson, Michael, Chlap, Phillip, Wiltshire, Kirsty, Keats, Sarah, Cloak, Kirrily, Sidhom, Mark, Kneebone, Andrew and Holloway, Lois (2024). Evaluating the relationship between contouring variability and modelled treatment outcome for prostate bed radiotherapy. Physics in Medicine and Biology, 69 (8) 085008, 1-15. doi: 10.1088/1361-6560/ad3325 |
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2023 Journal Article Automatic deep learning-based pleural effusion segmentation in lung ultrasound imagesVukovic, Damjan, Wang, Andrew, Antico, Maria, Steffens, Marian, Ruvinov, Igor, van Sloun, Ruud J. G., Canty, David, Royse, Alistair, Royse, Colin, Haji, Kavi, Dowling, Jason, Chetty, Girija and Fontanarosa, Davide (2023). Automatic deep learning-based pleural effusion segmentation in lung ultrasound images. BMC Medical Informatics and Decision Making, 23 (1) 274, 1-14. doi: 10.1186/s12911-023-02362-6 |
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2023 Journal Article A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter studyTahri, Safaa, Texier, Blanche, Nunes, Jean-Claude, Hemon, Cédric, Lekieffre, Pauline, Collot, Emma, Chourak, Hilda, Le Guevelou, Jennifer, Greer, Peter, Dowling, Jason, Acosta, Oscar, Bessieres, Igor, Marage, Louis, Boue-Rafle, Adrien, De Crevoisier, Renaud, Lafond, Caroline and Barateau, Anaïs (2023). A deep learning model to generate synthetic CT for prostate MR-only radiotherapy dose planning: a multicenter study. Frontiers in Oncology, 13 1279750, 1-12. doi: 10.3389/fonc.2023.1279750 |
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2023 Journal Article Prostate volume analysis in image registration for prostate cancer care: a verification studyBugeja, Jessica M., Mehawed, Georges, Roberts, Matthew J., Rukin, Nicholas, Dowling, Jason and Murray, Rebecca (2023). Prostate volume analysis in image registration for prostate cancer care: a verification study. Physical and Engineering Sciences in Medicine, 46 (4), 1-12. doi: 10.1007/s13246-023-01342-4 |
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2023 Journal Article Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapyChourak, Hilda, Barateau, Anaïs, Greer, Peter, Lafond, Caroline, Nunes, Jean-Claude, de Crevoisier, Renaud, Dowling, Jason and Acosta, Oscar (2023). Determination of acceptable Hounsfield units uncertainties via a sensitivity analysis for an accurate dose calculation in the context of prostate MRI-only radiotherapy. Physical and Engineering Sciences in Medicine, 46 (4), 1703-1711. doi: 10.1007/s13246-023-01333-5 |
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2023 Journal Article Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learningTexier, 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 and Nunes, Jean-Claude (2023). Computed tomography synthesis from magnetic resonance imaging using cycle Generative Adversarial Networks with multicenter learning. Physics and Imaging in Radiation Oncology, 28 100511, 1-7. doi: 10.1016/j.phro.2023.100511 |
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2023 Journal Article Improving chest X-ray report generation by leveraging warm startingNicolson, Aaron, Dowling, Jason and Koopman, Bevan (2023). Improving chest X-ray report generation by leveraging warm starting. Artificial Intelligence in Medicine, 144 102633, 1-17. doi: 10.1016/j.artmed.2023.102633 |
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2023 Journal Article Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planningYoung, Tony, Dowling, Jason, Rai, Robba, Liney, Gary, Greer, Peter, Thwaites, David and Holloway, Lois (2023). Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning. Physical and Engineering Sciences in Medicine, 46 (3), 1015-1021. doi: 10.1007/s13246-023-01268-x |
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2023 Journal Article Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimationMin, Hang, Dowling, Jason, Jameson, Michael G., Cloak, Kirrily, Faustino, Joselle, Sidhom, Mark, Martin, Jarad, Cardoso, Michael, Ebert, Martin A., Haworth, Annette, Chlap, Phillip, de Leon, Jeremiah, Berry, Megan, Pryor, David, Greer, Peter, Vinod, Shalini K. and Holloway, Lois (2023). Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimation. Radiotherapy and Oncology, 186 109794, 1-6. doi: 10.1016/j.radonc.2023.109794 |
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2023 Journal Article Cone beam computed tomography image guidance within a magnetic resonance imaging-only planning workflowO'Connor, Laura M., Quinn, Alesha, Denley, Samuel, Leigh, Lucy, Martin, Jarad, Dowling, Jason A., Skehan, Kate, Warren-Forward, Helen and Greer, Peter B. (2023). Cone beam computed tomography image guidance within a magnetic resonance imaging-only planning workflow. Physics and Imaging in Radiation Oncology, 27 100472, 1-6. doi: 10.1016/j.phro.2023.100472 |
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2023 Journal Article Validation of a fully automated hybrid deep learning cardiac substructure segmentation tool for contouring and dose evaluation in lung cancer radiotherapyChin, V., Finnegan, R. N., Chlap, P., Otton, J., Haidar, A., Holloway, L., Thwaites, D. I., Dowling, J., Delaney, G. P. and Vinod, S.K. (2023). Validation of a fully automated hybrid deep learning cardiac substructure segmentation tool for contouring and dose evaluation in lung cancer radiotherapy. Clinical Oncology, 35 (6), 370-381. doi: 10.1016/j.clon.2023.03.005 |
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2023 Journal Article Automatic classification of distal radius fracture using a two-stage ensemble deep learning frameworkMin, Hang, Rabi, Yousef, Wadhawan, Ashish, Bourgeat, Pierrick, Dowling, Jason, White, Jordy, Tchernegovski, Ayden, Formanek, Blake, Schuetz, Michael, Mitchell, Gary, Williamson, Frances, Hacking, Craig, Tetsworth, Kevin and Schmutz, Beat (2023). Automatic classification of distal radius fracture using a two-stage ensemble deep learning framework. Physical and Engineering Sciences in Medicine, 46 (2), 877-886. doi: 10.1007/s13246-023-01261-4 |
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2023 Journal Article Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisationFinnegan, Robert N., Chin, Vicky, Chlap, Phillip, Haidar, Ali, Otton, James, Dowling, Jason, Thwaites, David I., Vinod, Shalini K., Delaney, Geoff P. and Holloway, Lois (2023). Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation. Physical and Engineering Sciences in Medicine, 46 (1), 377-393. doi: 10.1007/s13246-023-01231-w |
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2023 Journal Article Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CTHyuk Choi, Jae, Asadi, Behzad, Simpson, John, Dowling, Jason A., Chalup, Stephan, Welsh, James and Greer, Peter (2023). Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CT. Physica Medica, 105 102507, 102507. doi: 10.1016/j.ejmp.2022.11.011 |
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2022 Journal Article Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumoniaDurrani, Nabeel, Vukovic, Damjan, van der Burgt, Jeroen, Antico, Maria, van Sloun, Ruud J. G., Canty, David, Steffens, Marian, Wang, Andrew, Royse, Alistair, Royse, Colin, Haji, Kavi, Dowling, Jason, Chetty, Girija and Fontanarosa, Davide (2022). Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia. Scientific Reports, 12 (1) 17581, 1-15. doi: 10.1038/s41598-022-22196-y |
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2022 Journal Article A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architectureTahri, S., Barateau, A., Cadin, C., Chourak, H., Ribault, S., Nozahic, F., Acosta, O., Dowling, J.A., Greer, P.B., Largent, A., Lafond, C., De Crevoisier, R. and Nunes, J.C. (2022). A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture. Physica Medica, 103, 108-118. doi: 10.1016/j.ejmp.2022.10.003 |
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2022 Journal Article Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methodsChourak, Hilda, Barateau, Anaïs, Tahri, Safaa, Cadin, Capucine, Lafond, Caroline, Nunes, Jean-Claude, Boue-Rafle, Adrien, Perazzi, Mathias, Greer, Peter B., Dowling, Jason, de Crevoisier, Renaud and Acosta, Oscar (2022). Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods. Frontiers in Oncology, 12 968689, 1-17. doi: 10.3389/fonc.2022.968689 |
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2022 Journal Article Terrestrial analogue research to support human performance on Mars: a review and bibliographic analysisTerhorst, Andrew and Dowling, Jason A. (2022). Terrestrial analogue research to support human performance on Mars: a review and bibliographic analysis. Space: Science and Technology, 2022 9841785, 1-18. doi: 10.34133/2022/9841785 |
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2022 Journal Article CAN3D: Fast 3D medical image segmentation via compact context aggregationDai, Wei, Woo, Boyeong, Liu, Siyu, Marques, Matthew, Engstrom, Craig, Greer, Peter B., Crozier, Stuart, Dowling, Jason A. and Chandra, Shekhar S. (2022). CAN3D: Fast 3D medical image segmentation via compact context aggregation. Medical Image Analysis, 82 102562, 1-17. doi: 10.1016/j.media.2022.102562 |
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2022 Journal Article Validation of an MRI-only planning workflow for definitive pelvic radiotherapyO’Connor, Laura M., Dowling, Jason A., Choi, Jae Hyuk, Martin, Jarad, Warren-Forward, Helen, Richardson, Haylea, Best, Leah, Skehan, Kate, Kumar, Mahesh, Govindarajulu, Geetha, Sridharan, Swetha and Greer, Peter B. (2022). Validation of an MRI-only planning workflow for definitive pelvic radiotherapy. Radiation Oncology, 17 (1) 55, 1-11. doi: 10.1186/s13014-022-02023-4 |
