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2021 Journal Article Deep learning for segmentation in radiation therapy planning: a reviewSamarasinghe, Gihan, Jameson, Michael, Vinod, Shalini, Field, Matthew, Dowling, Jason, Sowmya, Arcot and Holloway, Lois (2021). Deep learning for segmentation in radiation therapy planning: a review. Journal of Medical Imaging and Radiation Oncology, 65 (5), 578-595. doi: 10.1111/1754-9485.13286 |
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2021 Journal Article Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planningYoung, Tony, Dowling, Jason, Rai, Robba, Liney, Gary, Greer, Peter, Thwaites, David and Holloway, Lois (2021). Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning. Physical and Engineering Sciences in Medicine, 44 (3), 799-807. doi: 10.1007/s13246-021-01031-0 |
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2021 Conference Publication Quantification Of Cardiac Chamber Size From Chest CT: Application To COVID19Otton, J., Finnegan, R. and Dowling, J. (2021). Quantification Of Cardiac Chamber Size From Chest CT: Application To COVID19. 16th Annual Scientific Meeting of the Society of Cardiovascular Computed Tomography, Online, 16 - 17 July 2021. Philadelphia, PA United States: Elsevier. doi: 10.1016/j.jcct.2021.06.216 |
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2021 Journal Article A review of medical image data augmentation techniques for deep learning applicationsChlap, Phillip, Min, Hang, Vandenberg, Nym, Dowling, Jason, Holloway, Lois and Haworth, Annette (2021). A review of medical image data augmentation techniques for deep learning applications. Journal of Medical Imaging and Radiation Oncology, 65 (5), 545-563. doi: 10.1111/1754-9485.13261 |
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2021 Conference Publication Voxel-wise analysis for spatial characterisation of pseudo-CT errors in MRI-only radiotherapy planningChourak, Hilda, Barateau, Anais, Mylona, Eugenia, Cadin, Capucine, Lafond, Caroline, Greer, Peter, Dowling, Jason, Jean-Claude-Nunes, , Crevoisier, Renaud de and Acosta, Oscar (2021). Voxel-wise analysis for spatial characterisation of pseudo-CT errors in MRI-only radiotherapy planning. IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021. Piscataway, NJ, United States: IEEE. doi: 10.1109/isbi48211.2021.9433800 |
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2021 Conference Publication Going Deeper With Brain Morphometry Using Neural NetworksCruz, Rodrigo Santa, Lebrat, Leo, Bourgeat, Pierrick, Dore, Vincent, Dowling, Jason, Fripp, Jurgen, Fookes, Clinton and Salvado, Olivier (2021). Going Deeper With Brain Morphometry Using Neural Networks. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, 13-16 April 2021. Piscataway, NJ United States: IEEE. doi: 10.1109/isbi48211.2021.9434039 |
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2021 Journal Article Automatic deep learning-based pleural effusion classification in lung ultrasound images for respiratory pathology diagnosisTsai, Chung-Han, van der Burgt, Jeroen, Vukovic, Damjan, Kaur, Nancy, Demi, Libertario, Canty, David, Wang, Andrew, Royse, Alistair, Royse, Colin, Haji, Kavi, Dowling, Jason, Chetty, Girija and Fontanarosa, Davide (2021). Automatic deep learning-based pleural effusion classification in lung ultrasound images for respiratory pathology diagnosis. Physica Medica, 83, 38-45. doi: 10.1016/j.ejmp.2021.02.023 |
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2021 Journal Article Validation of a new open-source method for automatic delineation and dose assessment of the heart and LADCA in breast radiotherapy with simultaneous uncertainty estimationFinnegan, Robert, Laugaard Lorenzen, Ebbe, Dowling, Jason, Thwaites, David, Delaney, Geoff, Brink, Carsten and Holloway, Lois (2021). 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. Physics in Medicine & Biology, 66 (3) 035014, 035014. doi: 10.1088/1361-6560/abcb1d |
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2021 Journal Article Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patientsFinnegan, Robert Neil, Orlandini, Lucia, Liao, Xiongfei, Yin, Jun, Lang, Jinyi, Dowling, Jason and Fontanarosa, Davide (2021). Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patients. PLoS One, 16 (1) e0245364, 1-14. doi: 10.1371/journal.pone.0245364 |
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2021 Conference Publication AEHRC CSIRO at ImageCLEFmed caption 2021Nicolson, Aaron, Dowling, Jason and Koopman, Bevan (2021). AEHRC CSIRO at ImageCLEFmed caption 2021. CLEF 2021: Conference and Labs of the Evaluation Forum, Bucharest, Romania, 21-24 September 2021. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen. |
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2021 Journal Article Assessing tumor centrality in lung stereotactic ablative body radiotherapy (SABR): the effects of variations in bronchial tree delineation and potential for automated methodsGhandourh, Wsam, Dowling, Jason, Chlap, Phillip, Oar, Andrew, Jacob, Susannah, Batumalai, Vikneswary and Holloway, Lois (2021). Assessing tumor centrality in lung stereotactic ablative body radiotherapy (SABR): the effects of variations in bronchial tree delineation and potential for automated methods. Medical Dosimetry, 46 (1), 94-101. doi: 10.1016/j.meddos.2020.09.004 |
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2021 Conference Publication Automated Cardiac Evaluation From Chest CT: Potential Role in COVID-19Otton, J., Finnegan, R. and Dowling, J. (2021). Automated Cardiac Evaluation From Chest CT: Potential Role in COVID-19. 69th CSANZ Annual Scientific Meeting 45th Annual Scientific Meeting of the International Society for Heart Research ANZET 21, Online, 2021. Philadelphia, PA United States: Elsevier. doi: 10.1016/j.hlc.2021.06.186 |
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2021 Conference Publication Advanced propulsion as a cornerstone for space exploration and interstellar livingTonina, Tommaso, Alshehhi, Hamda, Dowling, Jason, Jamanca-Lino, Gustavo, Kennedy, Erin, Kucher, Yelyzaveta, Rijin, K. V. and Norber, Itai (2021). Advanced propulsion as a cornerstone for space exploration and interstellar living. International Astronautical Congress, IAC, Dubai, United Arab Emirates, 25-29 October 2021. Paris, France: International Astronautical Federation, IAF. |
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2020 Journal Article Measurements of human tolerance to horizontal rotation within an MRI scanner: towards gantry‐free radiation therapyBuckley, Jarryd G., Smith, Allan “Ben”, Sidhom, Mark, Rai, Robba, Liney, Gary P., Dowling, Jason A., Metcalfe, Peter E., Holloway, Lois C. and Keall, Paul J. (2020). Measurements of human tolerance to horizontal rotation within an MRI scanner: towards gantry‐free radiation therapy. Journal of Medical Imaging and Radiation Oncology, 65 (1), 112-119. doi: 10.1111/1754-9485.13130 |
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2020 Journal Article Deformable image registration in radiation therapyDowling, Jason A. and O’Connor, Laura M. (2020). Deformable image registration in radiation therapy. Journal of Medical Radiation Sciences, 67 (4), 257-259. doi: 10.1002/jmrs.446 |
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2020 Journal Article Analysis of cardiac substructure dose in a large, multi-centre danish breast cancer cohort (the DBCG HYPO trial): Trends and predictive modellingFinnegan, 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 and Holloway, Lois (2020). Analysis of cardiac substructure dose in a large, multi-centre danish breast cancer cohort (the DBCG HYPO trial): Trends and predictive modelling. Radiotherapy and Oncology, 153, 130-138. doi: 10.1016/j.radonc.2020.09.004 |
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2020 Journal Article Reduced dose posterior to prostate correlates with increased PSA progression in voxel-based analysis of 3 randomized phase 3 trialsMarcello, Marco, Denham, James W., Kennedy, Angel, Haworth, Annette, Steigler, Allison, Greer, Peter B., Holloway, Lois C., Dowling, Jason A., Jameson, Michael G., Roach, Dale, Joseph, David J., Gulliford, Sarah L., Dearnaley, David P., Sydes, Matthew R., Hall, Emma and Ebert, Martin A. (2020). Reduced dose posterior to prostate correlates with increased PSA progression in voxel-based analysis of 3 randomized phase 3 trials. International Journal of Radiation Oncology*Biology*Physics, 108 (5), 1304-1318. doi: 10.1016/j.ijrobp.2020.07.030 |
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2020 Journal Article Pelvic organ motion and dosimetric implications during horizontal patient rotation for prostate radiation therapyBuckley, J. G., Dowling, J. A., Sidhom, M., Liney, G. P., Rai, R., Metcalfe, P. E., Holloway, L. C. and Keall, P. J. (2020). Pelvic organ motion and dosimetric implications during horizontal patient rotation for prostate radiation therapy. Medical Physics, 48 (1), 397-413. doi: 10.1002/mp.14579 |
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2020 Journal Article Relationships between rectal and perirectal doses and rectal bleeding or tenesmus in pooled voxel-based analysis of 3 randomised phase III trialsMarcello, Marco, Denham, James W., Kennedy, Angel, Haworth, Annette, Steigler, Allison, Greer, Peter B., Holloway, Lois C., Dowling, Jason A., Jameson, Michael G., Roach, Dale, Joseph, David J., Gulliford, Sarah L., Dearnaley, David P., Sydes, Mathew R., Hall, Emma and Ebert, Martin A. (2020). Relationships between rectal and perirectal doses and rectal bleeding or tenesmus in pooled voxel-based analysis of 3 randomised phase III trials. Radiotherapy and Oncology, 150, 281-292. doi: 10.1016/j.radonc.2020.07.048 |
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2020 Journal Article Variations of Clinical Target Volume Delineation for Primary Site of Nasopharyngeal Cancer Among Five Centers in ChinaZhang, Shichuan, Yang, Shuang, Xu, Peng, Xu, Yun, Zhou, Guanqun, Ou, Xiaomin, Wu, Runye, Lan, Mei, Fontanarosa, Davide, Dowling, Jason, Wang, Xiaoshen, Lin, Shaojun, Yi, Jun-Lin, Sun, Ying, Hu, Chaosu and Lang, Jinyi (2020). Variations of Clinical Target Volume Delineation for Primary Site of Nasopharyngeal Cancer Among Five Centers in China. Frontiers in Oncology, 10 1572. doi: 10.3389/fonc.2020.01572 |
