Overview
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- Dr Jason Dowling is:
- Available for supervision
Works
Search Professor Jason Dowling’s works on UQ eSpace
2022
Journal Article
In Regard to Shortall et al
Ebert, Martin A., Marcello, Marco, Kennedy, Angel, Haworth, Annette, Holloway, Lois C., Greer, Peter, Dowling, Jason A., Jameson, Michael G., Roach, Dale, Joseph, David J., Gulliford, Sarah L., Sydes, Matthew R., Hall, Emma and Dearnaley, David P. (2022). In Regard to Shortall et al. International Journal of Radiation: Oncology - Biology - Physics, 112 (3), 831-833. doi: 10.1016/j.ijrobp.2021.10.140
2022
Journal Article
Comparison of Synthetic Computed Tomography Generation Methods, Incorporating Male and Female Anatomical Differences, for Magnetic Resonance Imaging-Only Definitive Pelvic Radiotherapy
O’Connor, Laura M., Choi, Jae H., Dowling, Jason A., Warren-Forward, Helen, Martin, Jarad and Greer, Peter B. (2022). Comparison of Synthetic Computed Tomography Generation Methods, Incorporating Male and Female Anatomical Differences, for Magnetic Resonance Imaging-Only Definitive Pelvic Radiotherapy. Frontiers in Oncology, 12 822687, 1-10. doi: 10.3389/fonc.2022.822687
2022
Conference Publication
CSIRO at the ImageCLEFmed 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D deep learning detection network approach
Xin, 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.
2022
Book Chapter
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 and Greer, Peter (2022). Image synthesis for MRI-only radiotherapy treatment planning. Biomedical image synthesis and simulation: methods and applications. (pp. 423-445) edited by Ninon Burgos and David Svoboda. London, United Kingdom: Academic Press/Elsevier. doi: 10.1016/B978-0-12-824349-7.00027-X
2022
Conference Publication
ImageCLEF 2021 Best of Labs: The curious case of caption generation for medical images
Nicolson, 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
2022
Conference Publication
CSIRO at ImageCLEFmedical Caption 2022
Lebrat, 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.
2022
Journal Article
Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review
Gillman, Ashley G., Lunardo, Febrio, Prinable, Joseph, Belous, Gregg, Nicolson, Aaron, Min, Hang, Terhorst, Andrew and Dowling, Jason A. (2022). Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review. Physical and Engineering Sciences in Medicine, 45 (1), 13-29. doi: 10.1007/s13246-021-01093-0
2022
Journal Article
Training radiomics-based CNNs for clinical outcome prediction: challenges, strategies and findings
Pang, Shuchao, Field, Matthew, Dowling, Jason, Vinod, Shalini, Holloway, Lois and Sowmya, Arcot (2022). Training radiomics-based CNNs for clinical outcome prediction: challenges, strategies and findings. Artificial Intelligence in Medicine, 123 102230, 1-11. doi: 10.1016/j.artmed.2021.102230
2022
Journal Article
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. and Haworth, Annette (2022). A statistical, voxelised model of prostate cancer for biologically optimised radiotherapy. Physics and Imaging in Radiation Oncology, 21, 136-145. doi: 10.1016/j.phro.2022.02.011
2021
Journal Article
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 and Greer, Peter (2021). Optimisation and validation of an integrated magnetic resonance imaging-only radiotherapy planning solution. Physics and Imaging in Radiation Oncology, 20, 34-39. doi: 10.1016/j.phro.2021.10.001
2021
Journal Article
Automatic radiotherapy delineation quality assurance on prostate MRI with deep learning in a multicentre clinical trial
Min, Hang, Dowling, Jason, Jameson, Michael G, Cloak, Kirrily, Faustino, Joselle, Sidhom, Mark, Martin, Jarad, Ebert, Martin A, Haworth, Annette, Chlap, Phillip, de Leon, Jeremiah, Berry, Megan, Pryor, David, Greer, Peter, Vinod, Shalini K and Holloway, Lois (2021). Automatic radiotherapy delineation quality assurance on prostate MRI with deep learning in a multicentre clinical trial. Physics in Medicine and Biology, 66 (19) 195008, 195008. doi: 10.1088/1361-6560/ac25d5
2021
Conference Publication
A three-dimensional computational model of prostate cancer biology
Finnegan, 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.
2021
Conference Publication
a probabilistic biological atlas for prostate cancer
Finnegan, 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.
2021
Journal Article
Deep learning for segmentation in radiation therapy planning: a review
Samarasinghe, 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
2021
Journal Article
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 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
2021
Conference Publication
Quantification Of Cardiac Chamber Size From Chest CT: Application To COVID19
Otton, 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
2021
Journal Article
A review of medical image data augmentation techniques for deep learning applications
Chlap, 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
2021
Conference Publication
Going Deeper With Brain Morphometry Using Neural Networks
Cruz, 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
2021
Conference Publication
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 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
2021
Journal Article
Automatic deep learning-based pleural effusion classification in lung ultrasound images for respiratory pathology diagnosis
Tsai, 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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- Dr Jason Dowling is:
- Available for supervision
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