Overview
Availability
- Dr Jason Dowling is:
- Available for supervision
Works
Search Professor Jason Dowling’s works on UQ eSpace
2026
Journal Article
CXRMate-2: Structured multimodal temporal embeddings and tractable reinforcement learning for clinically acceptable chest X-ray radiology report generation
Nicolson, Aaron, Cooper, Elizabeth J., Yoon, Hwan-Jin, McCafferty, Claire, Krishnan, Ramya, Craigie, Michelle, Saad, Nivene, Dowling, Jason, Scott, Ian A. and Koopman, Bevan (2026). CXRMate-2: Structured multimodal temporal embeddings and tractable reinforcement learning for clinically acceptable chest X-ray radiology report generation. Informatics in Medicine Unlocked, 66 101816, 101816. doi: 10.1016/j.imu.2026.101816
2026
Journal Article
Artificial Intelligence prognostication of liver disease using imaging
Chouhan, Manil D., McLean, Kate, Thomas, James A. and Dowling, Jason (2026). Artificial Intelligence prognostication of liver disease using imaging. British Journal of Radiology, 99 (1182) tqag070, 1036-1050. doi: 10.1093/bjr/tqag070
2026
Journal Article
Gated backbone fusion with transformer encoder for diabetic foot osteomyelitis screening and localization in radiographs
Abbas, S. Qasim, Saha, Sajib, Dowling, Jason, Mehdizadeh, Maryam, Vignarajan, Janardhan, Gupta, Ashu, Frost, Shaun, Nicolson, Aaron and Min, Hang (2026). Gated backbone fusion with transformer encoder for diabetic foot osteomyelitis screening and localization in radiographs. Journal of Imaging Informatics in Medicine. doi: 10.1007/s10278-026-01936-w
2026
Journal Article
The impact of bladder and rectal dynamics on prostate and seminal vesicles intrafraction motion and deformation in radiotherapy
Lunardo, Febrio, Tan, Alex, Baker, Laura, Baines, John, Squire, Timothy, Dowling, Jason A., Azghadi, Mostafa Rahimi and Gillman, Ashley G. (2026). The impact of bladder and rectal dynamics on prostate and seminal vesicles intrafraction motion and deformation in radiotherapy. Physics and Imaging in Radiation Oncology, 37 100925. doi: 10.1016/j.phro.2026.100925
2026
Journal Article
The long and winding road of radiomics: learnings from two meta-analyses of the radiomics quality score
Barry, Nathaniel, Kendrick, Jake, Molin, Kaylee, Li, Suning, Rowshanfarzad, Pejman, Hassan, Ghulam Mubashar, Dowling, Jason A, Ong, Jeremy Sze Luong, Parizel, Paul M, Hofman, Michael S, Kocak, Burak, Cuocolo, Renato and Ebert, Martin Andrew (2026). The long and winding road of radiomics: learnings from two meta-analyses of the radiomics quality score. Physics in Medicine and Biology, 71 (3) PMID 401220, 1-28. doi: 10.1088/1361-6560/ae36e0
2026
Journal Article
Review of techniques and technologies for mosaicking ultrasound volumes
Bell, Claudia, Antico, Maria, Edwards, Christopher, Dowling, Jason, Belous, Gregg and Fontanarosa, Davide (2026). Review of techniques and technologies for mosaicking ultrasound volumes. Ultrasound in Medicine and Biology, 52 (2), 272-283. doi: 10.1016/j.ultrasmedbio.2025.10.019
2026
Journal Article
Convolutional automatic identification of B-lines and interstitial syndrome in lung ultrasound images using pre-trained neural networks with feature fusion
Moafa, Khalid, Antico, Maria, Vukovic, Damjan, Edwards, Christopher, Canty, David, Cid Serra, Ximena, Royse, Alistair, Royse, Colin, Haji, Kavi, Dowling, Jason, Steffens, Marian and Fontanarosa, Davide (2026). Convolutional automatic identification of B-lines and interstitial syndrome in lung ultrasound images using pre-trained neural networks with feature fusion. Frontiers in Digital Health, 7 1632376. doi: 10.3389/fdgth.2025.1632376
2026
Journal Article
Implementation of an automated contour quality assurance tool within the TROG 18.01 NINJA trial
Chlap, Phillip, Min, Hang, Martin, Jarad, Sidhom, Mark, Chan, Li Xiong, Whitehead, Angela, Moore, Alisha, Dowling, Jason, Field, Matthew, Haworth, Annette, Ebert, Martin A., Vinod, Shalini K. and Holloway, Lois (2026). Implementation of an automated contour quality assurance tool within the TROG 18.01 NINJA trial. Radiotherapy and Oncology, 214 111269, 1-7. doi: 10.1016/j.radonc.2025.111269
2025
Journal Article
Prostate cancer radiation therapy shape variation analysis
Leung, Sze-Nung, Dowling, Jason A., Greer, Peter and Chandra, Shekhar S. (2025). Prostate cancer radiation therapy shape variation analysis. Physical and Engineering Sciences in Medicine, 49 (1), 505-513. doi: 10.1007/s13246-025-01683-2
2025
Conference Publication
Automated Clinical Target Volume Contour Quality Assurance for the TROG 08.08 TOPGEAR Trial
Chlap, P., Lee, M.T., Leong, T., Field, M., Dowling, J., Min, H., Chu, J., Tan, J., Tran, P.K., Kron, T., Haworth, A., Court, L.E., Ebert, M.A., Vinod, S. and Holloway, L. (2025). Automated Clinical Target Volume Contour Quality Assurance for the TROG 08.08 TOPGEAR Trial. ASTRO 2025: 67th Annual Meeting, San Francisco, CA United States, 28-30 September 2025. Philadelphia, PA United States: Elsevier. doi: 10.1016/j.ijrobp.2025.06.1089
2025
Journal Article
Video-based CSwin transformer using selective filtering technique for interstitial syndrome detection
Moafa, Khalid, Antico, Maria, Edwards, Christopher, Steffens, Marian, Dowling, Jason, Canty, David and Fontanarosa, Davide (2025). Video-based CSwin transformer using selective filtering technique for interstitial syndrome detection. Applied Sciences, 15 (16) 9126, 1-25. doi: 10.3390/app15169126
2025
Journal Article
Phase 2a/b randomised placebo-controlled dose-escalation trial of triheptanoin for ataxia-telangiectasia: treating mitochondrial dysfunction with anaplerosis
Lynch, Matthew, Manoy, Sophie, Sly, Peter D., Wainwright, Claire E., Wolvetang, Ernst, Feenstra, John E., Dowling, Jason, Ware, Robert S., Patel, Maharshi S., Hermith-Ramirez, Diana, Vogel, Adam, Preece, Kahn, Zappala, Tania, Dai, Shuan, Webber, Ann, Yeo, Abrey, Subramanian, Goutham, Rao, Geetha, Ma, Cindy S., Jose, Sara, Gatei, Magtouf, Xin, Bowen, Sandona, Nicoletta, Lewindon, Peter, Sinclair, Katherine G., Nayler, Sam, Lavin, Martin F. and Coman, David J. (2025). Phase 2a/b randomised placebo-controlled dose-escalation trial of triheptanoin for ataxia-telangiectasia: treating mitochondrial dysfunction with anaplerosis. eBioMedicine, 118 105840, 1-17. doi: 10.1016/j.ebiom.2025.105840
2025
Conference Publication
A new diffusion-based AI algorithm can generate high-qualify synthetic contrast CT images that accurately reproduce contrast CT104
Belous, G., Otton, J. and Dowling, J. (2025). A new diffusion-based AI algorithm can generate high-qualify synthetic contrast CT images that accurately reproduce contrast CT104. 73rd Annual Scientific Meeting of the Cardiac Society of Australia and New Zealand, Brisbane, QLD, Australia, 14–17 August 2025. Chatswood, NSW, Australia: Elsevier Australia. doi: 10.1016/j.hlc.2025.06.084
2025
Conference Publication
AEHRC at BioLaySumm 2025: leveraging T5 for lay summarisation of radiology reports
Zhang, Wenjun, Chandra, Shekhar S., Koopman, Bevan, Dowling, Jason and Nicolson, Aaron (2025). AEHRC at BioLaySumm 2025: leveraging T5 for lay summarisation of radiology reports. 24th Workshop on Biomedical Language Processing-BioNLP, Vienna, Austria, 1 August 2025. Stroudsburg, PA United States: Association for Computational Linguistics. doi: 10.18653/v1/2025.bionlp-share.21
2025
Journal Article
How much data do you need? An analysis of pelvic multi-organ segmentation in a limited data context
Lunardo, Febrio, Baker, Laura, Tan, Alex, Baines, John, Squire, Timothy, Dowling, Jason A., Azghadi, Mostafa Rahimi and Gillman, Ashley G. (2025). How much data do you need? An analysis of pelvic multi-organ segmentation in a limited data context. Physical and Engineering Sciences in Medicine, 48 (1), 409-419. doi: 10.1007/s13246-024-01514-w
2025
Journal Article
Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis
Han, Songyue, Hémon, Cédric, Texier, Blanche, Kortli, Yassin, Queffelec, Adélie, de Crevoisier, Renaud, Dowling, Jason, Greer, Peter, Bessières, Igor, Barateau, Anaïs, Lafond, Caroline and Nunes, Jean-Claude (2025). Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis. Pattern Recognition Letters, 189, 56-63. doi: 10.1016/j.patrec.2025.01.002
2025
Conference Publication
Proof-of-concept autonomous wearable ultrasound platform for enhanced medical imaging in space missions
Antico, Maria, Premasiri, Swapna, Fontanarosa, Davide and Dowling, Jason (2025). Proof-of-concept autonomous wearable ultrasound platform for enhanced medical imaging in space missions. IAF/IAA Space Life Sciences Symposium, Sydney, NSW Australia, 29 September - 3 October 2025. Paris, France: International Astronautical Federation. doi: 10.52202/083074-0015
2025
Conference Publication
The impact of auxiliary patient data on automated chest x-ray report generation and how to incorporate it
Nicolson, Aaron, Zhuang, Shengyao, Dowling, Jason and Koopman, Bevan (2025). The impact of auxiliary patient data on automated chest x-ray report generation and how to incorporate it. 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria, 27 July - 1 August 2025. Stroudsburg, PA, United States: Association for Computational Linguistics. doi: 10.18653/v1/2025.acl-long.9
2025
Journal Article
Correction to: Evaluating the impact of the Radiomics Quality Score: a systematic review and meta-analysis (European Radiology, (2025), 35, 3, (1701-1713), 10.1007/s00330-024-11341-y)
Barry, Nathaniel, Kendrick, Jake, Molin, Kaylee, Li, Suning, Rowshanfarzad, Pejman, Hassan, Ghulam M., Dowling, Jason, Parizel, Paul M., Hofman, Michael S. and Ebert, Martin A. (2025). Correction to: Evaluating the impact of the Radiomics Quality Score: a systematic review and meta-analysis (European Radiology, (2025), 35, 3, (1701-1713), 10.1007/s00330-024-11341-y). European Radiology, 35 (3) e240262, 1701-1713. doi: 10.1007/s00330-025-11570-9
2024
Journal Article
A pilot study of PSMA PET/CT and MRI fusion for prostate cancer: Software to replace PET/MRI hardware
Mehawed, Georges, Roberts, Matthew J., Bugeja, Jessica, Dowling, Jason, Stewart, Kate, Gunasena, Rivindi, Malczewski, Frances, Rukin, Nicholas J. and Murray, Rebecca (2024). A pilot study of PSMA PET/CT and MRI fusion for prostate cancer: Software to replace PET/MRI hardware. Journal of Clinical Medicine, 13 (23) 7384, 1-11. doi: 10.3390/jcm13237384
Supervision
Availability
- Dr Jason Dowling is:
- Available for supervision
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