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ORCIDJason Dowling
Jason A. Dowling
Person information
- affiliation: University of New South Wales, South Western Sydney Clinical School, Sydney, NSW, Australia
- affiliation: CSIRO Australian e-Health Research Centre, Herston, Australia
- affiliation (PhD 2007): Queensland University of Technology, Brisbane, QLD, Australia
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2020 – today
- 2025
[j11]Songyue Han
, Cédric Hémon, Blanche Texier, Yassin Kortli, Adélie Queffelec, Renaud de Crevoisier, Jason Dowling, Peter B. Greer, Igor Bessières, Anaïs Barateau, Caroline Lafond, Jean-Claude Nunes:
Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis. Pattern Recognit. Lett. 189: 56-63 (2025)- [c29]Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman:
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It. ACL (1) 2025: 177-203 - [i12]Bowen Xin, Rohan Hickey, Tamara Blake, Jin Jin, Claire E. Wainwright, Thomas Benkert, Alto Stemmer, Peter Sly, David Coman, Jason Dowling:
Artificial Intelligence-assisted Pixel-level Lung (APL) Scoring for Fast and Accurate Quantification in Ultra-short Echo-time MRI. CoRR abs/2506.23506 (2025) - 2024
- [j10]Phillip Chlap, Hang Min, Jason Dowling, Matthew Field, Kirrily Cloak, Trevor Leong, Mark Lee, Julie Chu, Jennifer Tan, Phillip Tran, Tomas Kron, Mark Sidhom, Kirsty Wiltshire, Sarah Keats, Andrew Kneebone, Annette Haworth, Martin A. Ebert, Shalini K. Vinod, Lois Holloway:
Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets. Comput. Medical Imaging Graph. 116: 102403 (2024) - [c28]Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman:
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation. BioNLP@ACL 2024: 99-104 - [c27]Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen:
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. BioNLP@ACL 2024: 675-684 - [c26]Bowen Xin, Tony Young, Claire E. Wainwright, Tamara Blake, Léo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling:
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs. MIDL 2024: 1754-1770 - [i11]Hang Min, Gorane Santamaria Hormaechea, Prabhakar Ramachandran, Jason Dowling:
Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI. CoRR abs/2406.07813 (2024) - [i10]Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman:
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It. CoRR abs/2406.13181 (2024) - [i9]Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen:
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models. CoRR abs/2407.02723 (2024) - [i8]Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman:
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation. CoRR abs/2408.03500 (2024) - [i7]Bowen Xin, Tony Young, Claire E. Wainwright, Tamara Blake, Léo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling:
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs. CoRR abs/2408.09432 (2024) - 2023
- [j9]Aaron Nicolson, Jason Dowling, Bevan Koopman:
Improving chest X-ray report generation by leveraging warm starting. Artif. Intell. Medicine 144: 102633 (2023) - [j8]Damjan Vukovic, Andrew Wang, Maria Antico, Marian Steffens, Igor Ruvinov, Ruud J. G. van Sloun, David Canty, Alistair Royse, Colin Royse, Kavi Haji, Jason Dowling, Girija Chetty, Davide Fontanarosa:
Automatic deep learning-based pleural effusion segmentation in lung ultrasound images. BMC Medical Informatics Decis. Mak. 23(1): 274 (2023) - [c25]Aaron Nicolson, Jason Dowling, Bevan Koopman:
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation. BioNLP@ACL 2023: 545-549 - [c24]Aaron Nicolson, Jason Dowling, Bevan Koopman:
A Concise Model for Medical Image Captioning. CLEF (Working Notes) 2023: 1611-1619 - [c23]Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra:
Manipulating Medical Image Translation with Manifold Disentanglement. DICTA 2023: 332-339 - [c22]Sze-Nung Leung, Jason A. Dowling, Jurgen Fripp, Kai-Kai Shen, Shekhar S. Chandra:
Medical Shape Pattern Analysis with MeshCNN. ISBI 2023: 1-5 - [i6]Aaron Nicolson, Jason Dowling, Bevan Koopman:
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation. CoRR abs/2307.09758 (2023) - 2022
- [j7]Shuchao Pang, Matthew Field, Jason Dowling, Shalini K. Vinod, Lois Holloway, Arcot Sowmya:
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings. Artif. Intell. Medicine 123: 102230 (2022) - [j6]Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Craig Engstrom, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra:
CAN3D: Fast 3D medical image segmentation via compact context aggregation. Medical Image Anal. 82: 102562 (2022) - [c21]Aaron Nicolson, Jason Dowling, Bevan Koopman:
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images. CLEF 2022: 190-203 - [c20]Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling:
CSIRO at ImageCLEFmedical Caption 2022. CLEF (Working Notes) 2022: 1455-1473 - [c19]Bowen Xin, Hang Min, Ashley G. Gillman, Bevan Koopman, Jason Dowling, Aaron Nicolson:
CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach. CLEF (Working Notes) 2022: 1626-1640 - [i5]Aaron Nicolson, Jason Dowling, Bevan Koopman:
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting. CoRR abs/2201.09405 (2022) - 2021
- [c18]Aaron Nicolson, Jason Dowling, Bevan Koopman:
AEHRC CSIRO at ImageCLEFmed Caption 2021. CLEF (Working Notes) 2021: 1317-1328 - [c17]Hilda Chourak, Anaïs Barateau, Eugenia Mylona, Capucine Cadin, Caroline Lafond, Peter B. Greer, Jason Dowling, Jean-Claude Nunes, Renaud de Crevoisier, Oscar Acosta:
Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning. ISBI 2021: 395-399 - [c16]Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado:
Going Deeper With Brain Morphometry Using Neural Networks. ISBI 2021: 711-715 - [i4]Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, Craig B. Engstrom, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra:
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation. CoRR abs/2109.05443 (2021) - 2020
- [i3]Siyu Liu, Wei Dai, Craig Engstrom, Jurgen Fripp, Peter B. Greer, Stuart Crozier, Jason A. Dowling, Shekhar S. Chandra:
Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis. CoRR abs/2006.15578 (2020) - [i2]Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado:
Going deeper with brain morphometry using neural networks. CoRR abs/2009.03303 (2020) - [i1]Siyu Liu, Jason A. Dowling, Craig Engstrom, Peter B. Greer, Stuart Crozier, Shekhar S. Chandra:
Manipulating Medical Image Translation with Manifold Disentanglement. CoRR abs/2011.13615 (2020)
2010 – 2019
- 2019
- [c15]Axel Largent, Jean-Claude Nunes, Hervé Saint-Jalmes, John S. H. Baxter, Peter B. Greer, Jason Dowling, Renaud de Crevoisier, Oscar Acosta:
Pseudo-CT Generation for Mri-only Radiotherapy: Comparative Study Between A Generative Adversarial Network, A U-Net Network, A Patch-Based, and an Atlas Based Methods. ISBI 2019: 1109-1113 - 2018
- [j5]Shekhar S. Chandra, Jason A. Dowling, Craig Engstrom, Ying Xia, Anthony Paproki, Ales Neubert, David Rivest-Hénault, Olivier Salvado, Stuart Crozier, Jurgen Fripp:
A lightweight rapid application development framework for biomedical image analysis. Comput. Methods Programs Biomed. 164: 193-205 (2018) - 2017
- [c14]Axel Largent, Jean-Claude Nunes, Hervé Saint-Jalmes, Antoine Simon, Nicolas Perichon, Anais Barateau, Chloe Herve, Caroline Lafond, Peter B. Greer, Jason A. Dowling, Renaud de Crevoisier, Oscar Acosta:
Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning. EUSIPCO 2017: 46-50 - 2015
- [j4]Soumya Ghose, Lois Holloway, Karen Lim, Philip Chan, Jacqueline Veera, Shalini K. Vinod, Gary Liney, Peter B. Greer, Jason Dowling:
A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning. Artif. Intell. Medicine 64(2): 75-87 (2015) - [j3]David Rivest-Hénault, Nicholas D. H. Dowson, Peter B. Greer, Jurgen Fripp, Jason A. Dowling:
Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapy. Medical Image Anal. 23(1): 56-69 (2015) - 2014
- [j2]Geert Litjens, Robert Toth, Wendy J. M. van de Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram van Ginneken, Graham Vincent, Gwenaël Guillard, Neil Birbeck, Jindang Zhang, Robin Strand, Filip Malmberg, Yangming Ou, Christos Davatzikos, Matthias Kirschner, Florian Jung, Jing Yuan, Wu Qiu, Qinquan Gao, Philip J. Edwards, Bianca Maan, Ferdinand van der Heijden, Soumya Ghose, Jhimli Mitra, Jason Dowling, Dean C. Barratt, Henkjan J. Huisman, Anant Madabhushi:
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18(2): 359-373 (2014) - [c13]David Rivest-Hénault, Soumya Ghose, Josien P. W. Pluim, Peter B. Greer, Jurgen Fripp, Jason A. Dowling:
Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning. MCV 2014: 105-115 - 2013
- [c12]David Rivest-Hénault, Peter B. Greer, Jurgen Fripp, Jason Dowling:
Structure-Guided Nonrigid Registration of CT-MR Pelvis Scans with Large Deformations in MR-Based Image Guided Radiation Therapy. CLIP 2013: 65-73 - [c11]Soumya Ghose, James Denham, Martin A. Ebert, Angel Kennedy, Jhimli Mitra, Stephen E. Rose, Jason Dowling:
Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images. Abdominal Imaging 2013: 194-202 - [c10]Soumya Ghose, Lois Holloway, Karen Lim, Philip Chan, Jacqueline Veera, Shalini K. Vinod, Gary Liney, Peter B. Greer, Jason Dowling:
A Survey of Cervix Segmentation Methods in Magnetic Resonance Images. Abdominal Imaging 2013: 290-298 - 2012
- [j1]Shekhar S. Chandra, Jason Dowling, Kai-Kai Shen, Parnesh Raniga, Josien P. W. Pluim, Peter B. Greer, Olivier Salvado, Jurgen Fripp:
Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images. IEEE Trans. Medical Imaging 31(10): 1955-1964 (2012) - 2011
- [c9]Shekhar Chandra, Jason Dowling, Kai-Kai Shen, Josien P. W. Pluim, Peter B. Greer, Olivier Salvado, Jurgen Fripp:
Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models. DICTA 2011: 7-12 - [c8]Jason Dowling, Jurgen Fripp, Shekhar Chandra, Josien P. W. Pluim, Jonathan Lambert, Joel Parker, James Denham, Peter B. Greer, Olivier Salvado:
Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images. Prostate Cancer Imaging 2011: 10-21 - [e2]Anant Madabhushi, Jason Dowling, Henkjan J. Huisman, Dean C. Barratt:
Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 22, 2011. Proceedings. Lecture Notes in Computer Science 6963, Springer 2011, ISBN 978-3-642-23943-4 [contents] - 2010
- [c7]Jason Dowling, Jonathan Lambert, Joel Parker, Peter B. Greer, Jurgen Fripp, James Denham, Sébastien Ourselin, Olivier Salvado:
Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer. Prostate Cancer Imaging 2010: 25-33 - [c6]Oscar Acosta, Jason Dowling, Guillaume Cazoulat, Antoine Simon, Olivier Salvado, Renaud de Crevoisier, Pascal Haigron:
Atlas Based Segmentation and Mapping of Organs at Risk from Planning CT for the Development of Voxel-Wise Predictive Models of Toxicity in Prostate Radiotherapy. Prostate Cancer Imaging 2010: 42-51 - [e1]Anant Madabhushi, Jason Dowling, Pingkun Yan, Aaron Fenster, Purang Abolmaesumi, Nobuhiko Hata:
Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention - International Workshop, Held in Conjunction with MICCAI 2010, Beijing, China, September 24, 2010. Proceedings. Lecture Notes in Computer Science 6367, Springer 2010, ISBN 978-3-642-15988-6 [contents]
2000 – 2009
- 2009
- [c5]Jason Dowling, Pierrick Bourgeat, David Raffelt, Jurgen Fripp, Peter B. Greer, Jacqueline Patterson, James Denham, Sanjiv Gupta, Colin Tang, Peter Stanwell, Sébastien Ourselin, Olivier Salvado:
Nonrigid correction of interleaving artefacts in pelvic MRI. Image Processing 2009: 72592P - 2008
- [c4]Anthony J. Maeder, Jason Dowling, Anthony N. Nguyen, Emma Brunton, Phuong Nguyen:
Assuring Authenticity of Digital Mammograms by Image Watermarking. Digital Mammography / IWDM 2008: 204-211 - 2007
- [c3]Jason Dowling, Birgit M. Planitz, Anthony J. Maeder, Jiang Du, Binh Pham, Colin Boyd, Shaokang Chen, Andrew P. Bradley, Stuart Crozier:
A Comparison of DCT and DWT Block Based Watermarking on Medical Image Quality. IWDW 2007: 454-466 - 2006
- [c2]Jason Dowling, Wageeh W. Boles, Anthony J. Maeder:
Simulated Artificial Human Vision: The Effects of Spatial Resolution and Frame Rate on Mobility. AMT 2006: 138-143 - 2005
- [c1]Jason Dowling, Wageeh W. Boles, Anthony J. Maeder:
Mobility assessment using simulated Arti.cial Human Vision. CVPR Workshops 2005: 32
Coauthor Index
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