Overview
Availability
- Dr Jason Dowling is:
- Available for supervision
Works
Search Professor Jason Dowling’s works on UQ eSpace
2023
Conference Publication
Medical shape pattern analysis with MeshCNN
Leung, 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
2023
Journal Article
Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimation
Min, 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
2023
Journal Article
Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning
Young, 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
2023
Journal Article
Cone beam computed tomography image guidance within a magnetic resonance imaging-only planning workflow
O'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
2023
Conference Publication
e-Health CSIRO at RadSum23: adapting a chest x-ray report generator to multimodal radiology report summarisation
Nicolson, 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
2023
Journal Article
Validation of a fully automated hybrid deep learning cardiac substructure segmentation tool for contouring and dose evaluation in lung cancer radiotherapy
Chin, 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
2023
Conference Publication
3D patch cycle-GAN-based MR-to-CT synthesis from monocenter and multicenter training
Lekieffre, 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
2023
Conference Publication
Evaluation of prostate synthetic CTs from MRI using 2D cycle-GAN with multicentric learning
Texier, 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
2023
Journal Article
Automatic classification of distal radius fracture using a two-stage ensemble deep learning framework
Min, 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
2023
Journal Article
Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation
Finnegan, 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
2023
Conference Publication
Distal radius fracture classification using deep learning algorithms
White, 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
2023
Journal Article
Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CT
Hyuk 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
2023
Conference Publication
A concise model for medical image captioning
Nicolson, 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.
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
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
Supervision
Availability
- Dr Jason Dowling is:
- Available for supervision
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