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2024 Conference Publication Automated contour quality assurance: Implementation and impact in the TROG18.01 NINJA Clinical TrialChlap, Phillip, Min, Hollie, Sidhom, Mark, Martin, Jarad, Whitehead, Angela, Moore, Alisha, Dowling, Jason, Haworth, Annette, Ebert, Martin A., Vinod, Shalini K. and Holloway, Lois (2024). Automated contour quality assurance: Implementation and impact in the TROG18.01 NINJA Clinical Trial. ESTRO meets Asia 2024, Kuala Lumpur, Malaysia, 23-25 August 2024. Amsterdam, Netherlands: Elsevier. doi: 10.1016/s0167-8140(24)01927-3 |
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2024 Conference Publication Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned PairsXin, Bowen, Young, Tony, Wainwright, Claire E., Blake, Tamara, Lebrat, Leo, Gaass, Thomas, Benkert, Thomas, Stemmer, Alto, Coman, David and Dowling, Jason (2024). Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs. ML Research Press. |
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2023 Conference Publication Manipulating medical image translation with manifold disentanglementLiu, Siyu, Dowling, Jason A., Engstrom, Craig, Greer, Peter B., Crozier, Stuart and Chandra, Shekhar S. (2023). Manipulating medical image translation with manifold disentanglement. 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Port Macquarie, Australia, 28 November-1 December 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/dicta60407.2023.00053 |
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2023 Conference Publication Innovative AI techniques to aid clinical diagnosis of complex lung pathologies in ultrasound imagesAntico, Maria, Moafa, Khalid, Vukovic, Damjan, Edwards, Christopher, Dowling, Jason, Canty, David, Steffens, Marian and Fontanarosa, Davide (2023). Innovative AI techniques to aid clinical diagnosis of complex lung pathologies in ultrasound images. Acoustics 2023 Sydney, Sydney, NSW Australia, 4-8 December 2023. Melville, NY United States: AIP Publishing. doi: 10.1121/10.0023344 |
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2023 Conference Publication Real-time 3-D reconstruction from multiple simultaneous ultrasound scans for enhanced imagingAntico, Maria, Gillman, Ashley, Belous, Gregg, Lebrat, Leo, Petersson, Lars, Schmutz, Beat, Mejan-Fripp, Jurgen, Dowling, Jason and Fontanarosa, Davide (2023). Real-time 3-D reconstruction from multiple simultaneous ultrasound scans for enhanced imaging. Acoustics 2023 Sydney, Sydney, NSW Australia, 4-8 December 2023. Melville, NY United States: AIP Publishing. doi: 10.1121/10.0023047 |
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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 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 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 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 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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2022 Conference Publication ImageCLEF 2021 Best of Labs: The curious case of caption generation for medical imagesNicolson, Aaron, Dowling, Jason and Koopman, Bevan (2022). ImageCLEF 2021 Best of Labs: The curious case of caption generation for medical images. 13th International Conference of the CLEF Association, Bologna, Italy, 5-8 September 2022. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-031-13643-6_15 |
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2022 Conference Publication CSIRO at ImageCLEFmedical Caption 2022Lebrat, Leo, Nicolson, Aaron, Santa Cruz, Rodrigo, Belous, Gregg, Koopman, Bevan and Dowling, Jason (2022). CSIRO at ImageCLEFmedical Caption 2022. CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, 5-8 September 2022. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen Lehrstuhl Informatik. |
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2022 Conference Publication CSIRO at the ImageCLEFmed 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D deep learning detection network approachXin, Bowen, Min, Hang, Gillman, Ashley G., Koopman, Bevan, Dowling, Jason and Nicolson, Aaron (2022). CSIRO at the ImageCLEFmed 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D deep learning detection network approach. CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, 5-8 September 2022. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen Lehrstuhl Informatik. |
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2021 Conference Publication A three-dimensional computational model of prostate cancer biologyFinnegan, Robert, Reynolds, Hayley, Sun, Yu, Ebert, Martin, Holloway, Lois, Sykes, Jonathan, Dowling, Jason and Haworth, Annette (2021). A three-dimensional computational model of prostate cancer biology. HOBOKEN: WILEY. |
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2021 Conference Publication a probabilistic biological atlas for prostate cancerFinnegan, R., Reynolds, H. M., Sun, Y., Ebert, M. A., Holloway, L., Sykes, J., Dowling, J. and Haworth, A. (2021). a probabilistic biological atlas for prostate cancer. Annual Meeting of the European-Society-for-Radiotherapy-and-Oncology (ESTRO), Electr Network, Aug 28-31, 2021. CLARE: ELSEVIER IRELAND LTD. |
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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 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 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. |
