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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 Conference Publication Medical shape pattern analysis with MeshCNNLeung, Sze-Nung, Dowling, Jason A., Fripp, Jurgen, Shen, Kai-Kai and Chandra, Shekhar S. (2023). Medical shape pattern analysis with MeshCNN. 20th IEEE International Symposium on Biomedical Imaging (ISBI), Cartagena, Colombia, 18-21 April 2023. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/isbi53787.2023.10230427 |
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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 Conference Publication e-Health CSIRO at RadSum23: adapting a chest x-ray report generator to multimodal radiology report summarisationNicolson, Aaron, Dowling, Jason and Koopman, Bevan (2023). e-Health CSIRO at RadSum23: adapting a chest x-ray report generator to multimodal radiology report summarisation. 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, BioNLP 2023, Toronto, Canada, 13 July 2023. Stroudsburg, PA United States: Association for Computational Linguistics. doi: 10.18653/v1/2023.bionlp-1.56 |
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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 Conference Publication 3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and multicenter trainingLekieffre, P., Collot, E., Texier, B., Hémon, C., Tahri, S., Chourak, H., Bessieres, I., Greer, P., Dowling, J., Barateau, A., Lafond, C., de Crevoisier, R. and Nunes, J. (2023). 3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and multicenter training. ESTRO 2023, Vienna, Austria, 13 - 16 May 2023. Shannon, Ireland: Elsevier. doi: 10.1016/s0167-8140(23)66586-7 |
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2023 Conference Publication Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learningTexier, B., Hémon, C., Collot, E., Lekieffre, P., Tahri, S., Chourak, H., Greer, P., Dowling, J., Barateau, A., Lafond, C., de Crevoisier, R., Castelli, J. and Nunes, J. (2023). Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learning. ESTRO 2023, Vienna, Austria, 13 - 16 May 2023. Shannon, Ireland: Elsevier. doi: 10.1016/s0167-8140(23)08618-8 |
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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 Conference Publication Distal radius fracture classification using deep learning algorithmsWhite, J., Wadhawan, A., Min, H., Rabi, Y., Schmutz, B., Dowling, J., Tchernegovski, A., Bourgeat, P., Tetsworth, K., Fripp, J., Mitchell, G., Hacking, C., Williamson, F. and Schuetz, M. (2023). Distal radius fracture classification using deep learning algorithms. The New Zealand Orthopaedic Association and the Australian Orthopaedic Association (NZOA AOA) Combined Annual Scientific Meeting, Christchurch, New Zealand, 31 October – 3 November 2022. London, United Kingdom: British Editorial Society of Bone and Joint Surgery. doi: 10.1302/1358-992x.2023.2.102 |
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2023 Conference Publication A concise model for medical image captioningNicolson, Aaron, Dowling, Jason and Koopman, Bevan (2023). A concise model for medical image captioning. CLEF 2023: Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, 18-21 September 2023. CEUR-WS. |
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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. 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 |
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2022 Journal Article Assessing the impact of magnetic resonance treatment simulation (MRSIM) on target volume delineation and dose to organs at risk for oropharyngeal radiotherapyRichardson, Haylea, Kumar, Mahesh, Tieu, Minh Thi, Parker, Joel, Dowling, Jason A., Arm, Jameen, Best, Leah, Greer, Peter B., Clapham, Matthew, Oldmeadow, Christopher, O’Connor, Laura and Wratten, Chris (2022). Assessing the impact of magnetic resonance treatment simulation (MRSIM) on target volume delineation and dose to organs at risk for oropharyngeal radiotherapy. Journal of Medical Radiation Sciences, 69 (1), 66-74. doi: 10.1002/jmrs.552 |
