Overview
Availability
- Dr Jason Dowling is:
- Available for supervision
Works
Search Professor Jason Dowling’s works on UQ eSpace
2022
Journal Article
Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia
Durrani, 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
2022
Journal Article
A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture
Tahri, 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
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 methods
Chourak, 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
2022
Journal Article
Terrestrial analogue research to support human performance on Mars: a review and bibliographic analysis
Terhorst, 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
2022
Journal Article
CAN3D: Fast 3D medical image segmentation via compact context aggregation
Dai, 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
2022
Journal Article
Validation of an MRI-only planning workflow for definitive pelvic radiotherapy
O’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
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
Assessing the impact of magnetic resonance treatment simulation (MRSIM) on target volume delineation and dose to organs at risk for oropharyngeal radiotherapy
Richardson, 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
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
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
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
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
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
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
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
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.
Supervision
Availability
- Dr Jason Dowling is:
- Available for supervision
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