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2026 Journal Article CXRMate-2: Structured multimodal temporal embeddings and tractable reinforcement learning for clinically acceptable chest X-ray radiology report generationNicolson, 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 |
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2026 Journal Article Artificial Intelligence prognostication of liver disease using imagingChouhan, 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 |
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2026 Journal Article Gated backbone fusion with transformer encoder for diabetic foot osteomyelitis screening and localization in radiographsAbbas, 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 |
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2026 Journal Article The impact of bladder and rectal dynamics on prostate and seminal vesicles intrafraction motion and deformation in radiotherapyLunardo, 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 |
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2026 Journal Article The long and winding road of radiomics: learnings from two meta-analyses of the radiomics quality scoreBarry, 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 |
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2026 Journal Article Review of techniques and technologies for mosaicking ultrasound volumesBell, 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 |
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2026 Journal Article Convolutional automatic identification of B-lines and interstitial syndrome in lung ultrasound images using pre-trained neural networks with feature fusionMoafa, 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 |
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2026 Journal Article Implementation of an automated contour quality assurance tool within the TROG 18.01 NINJA trialChlap, 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 |
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2025 Journal Article Prostate cancer radiation therapy shape variation analysisLeung, 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 |
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2025 Conference Publication Automated Clinical Target Volume Contour Quality Assurance for the TROG 08.08 TOPGEAR TrialChlap, 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 |
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2025 Journal Article Video-based CSwin transformer using selective filtering technique for interstitial syndrome detectionMoafa, 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 |
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2025 Conference Publication A new diffusion-based AI algorithm can generate high-qualify synthetic contrast CT images that accurately reproduce contrast CT104Belous, 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 |
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2025 Conference Publication AEHRC at BioLaySumm 2025: leveraging T5 for lay summarisation of radiology reportsZhang, 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 |
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2025 Journal Article Phase 2a/b randomised placebo-controlled dose-escalation trial of triheptanoin for ataxia-telangiectasia: treating mitochondrial dysfunction with anaplerosisLynch, 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 |
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2025 Journal Article How much data do you need? An analysis of pelvic multi-organ segmentation in a limited data contextLunardo, 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 |
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2025 Journal Article Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesisHan, 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 |
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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 |
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2025 Conference Publication Proof-of-concept autonomous wearable ultrasound platform for enhanced medical imaging in space missionsAntico, 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 |
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2025 Conference Publication The impact of auxiliary patient data on automated chest x-ray report generation and how to incorporate itNicolson, 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 |
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2024 Journal Article A pilot study of PSMA PET/CT and MRI fusion for prostate cancer: Software to replace PET/MRI hardwareMehawed, 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 |
