Jason Dowling

44 papers B 1C 1Misc 1Journal 17Unranked 22
YearRankTypeTitle / Venue / Authors
2025 J jnl
Artificial Intelligence-assisted Pixel-level Lung (APL) Scoring for Fast and Accurate Quantification in Ultra-short Echo-time MRI.
CoRR
Bowen Xin, Rohan Hickey, Tamara Blake, Jin Jin, Claire E. Wainwright, Thomas Benkert, Alto Stemmer, Peter Sly, David Coman, Jason Dowling
2025 J jnl
Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis.
Pattern Recognit. Lett.
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
2025 — conf
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It.
ACL (1)
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
2024 — conf
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs.
MIDL
Bowen Xin, Tony Young, Claire E. Wainwright, Tamara Blake, Léo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling
2024 J jnl
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs.
CoRR
Bowen Xin, Tony Young, Claire E. Wainwright, Tamara Blake, Léo Lebrat, Thomas Gaass, Thomas Benkert, Alto Stemmer, David Coman, Jason Dowling
2024 J jnl
Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI.
CoRR
Hang Min, Gorane Santamaria Hormaechea, Prabhakar Ramachandran, Jason Dowling
2024 J jnl
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It.
CoRR
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
2024 J jnl
Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets.
Comput. Medical Imaging Graph.
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
2024 — conf
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
BioNLP@ACL
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024 J jnl
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
CoRR
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024 — conf
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
BioNLP@ACL
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2024 J jnl
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
CoRR
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2023 — conf
A Concise Model for Medical Image Captioning.
CLEF (Working Notes)
Aaron Nicolson, Jason Dowling, Bevan Koopman
2023 J jnl
Automatic deep learning-based pleural effusion segmentation in lung ultrasound images.
BMC Medical Informatics Decis. Mak.
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
2023 J jnl
Improving chest X-ray report generation by leveraging warm starting.
Artif. Intell. Medicine
Aaron Nicolson, Jason Dowling, Bevan Koopman
2023 J jnl
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation.
CoRR
Aaron Nicolson, Jason Dowling, Bevan Koopman
2023 — conf
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation.
BioNLP@ACL
Aaron Nicolson, Jason Dowling, Bevan Koopman
2022 — conf
CSIRO at ImageCLEFmedical Caption 2022.
CLEF (Working Notes)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
2022 — conf
CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach.
CLEF (Working Notes)
Bowen Xin, Hang Min, Ashley G. Gillman, Bevan Koopman, Jason Dowling, Aaron Nicolson
2022 — conf
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images.
CLEF
Aaron Nicolson, Jason Dowling, Bevan Koopman
2022 J jnl
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting.
CoRR
Aaron Nicolson, Jason Dowling, Bevan Koopman
2022 J jnl
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings.
Artif. Intell. Medicine
Shuchao Pang, Matthew Field, Jason Dowling, Shalini K. Vinod, Lois Holloway, Arcot Sowmya
2021 — conf
AEHRC CSIRO at ImageCLEFmed Caption 2021.
CLEF (Working Notes)
Aaron Nicolson, Jason Dowling, Bevan Koopman
2021 — conf
Going Deeper With Brain Morphometry Using Neural Networks.
ISBI
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2021 — conf
Voxel-Wise Analysis for Spatial Characterisation of Pseudo-CT Errors in MRI-Only Radiotherapy Planning.
ISBI
Hilda Chourak, Anaïs Barateau, Eugenia Mylona, Capucine Cadin, Caroline Lafond, Peter B. Greer, Jason Dowling, Jean-Claude Nunes, Renaud de Crevoisier, Oscar Acosta
2020 J jnl
Going deeper with brain morphometry using neural networks.
CoRR
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado
2019 — conf
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
Axel Largent, Jean-Claude Nunes, Hervé Saint-Jalmes, John S. H. Baxter, Peter B. Greer, Jason Dowling, Renaud de Crevoisier, Oscar Acosta
2015 J jnl
A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning.
Artif. Intell. Medicine
Soumya Ghose, Lois Holloway, Karen Lim, Philip Chan, Jacqueline Veera, Shalini K. Vinod, Gary Liney, Peter B. Greer, Jason Dowling
2014 J jnl
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge.
Medical Image Anal.
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
2013 — conf
A Survey of Cervix Segmentation Methods in Magnetic Resonance Images.
Abdominal Imaging
Soumya Ghose, Lois Holloway, Karen Lim, Philip Chan, Jacqueline Veera, Shalini K. Vinod, Gary Liney, Peter B. Greer, Jason Dowling
2013 — conf
Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images.
Abdominal Imaging
Soumya Ghose, James Denham, Martin A. Ebert, Angel Kennedy, Jhimli Mitra, Stephen E. Rose, Jason Dowling
2013 — conf
Structure-Guided Nonrigid Registration of CT-MR Pelvis Scans with Large Deformations in MR-Based Image Guided Radiation Therapy.
CLIP
David Rivest-Hénault, Peter B. Greer, Jurgen Fripp, Jason Dowling
2012 J jnl
Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images.
IEEE Trans. Medical Imaging
Shekhar S. Chandra, Jason Dowling, Kai-Kai Shen, Parnesh Raniga, Josien P. W. Pluim, Peter B. Greer, Olivier Salvado, Jurgen Fripp
2011 Misc conf
Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models.
DICTA
Shekhar Chandra, Jason Dowling, Kai-Kai Shen, Josien P. W. Pluim, Peter B. Greer, Olivier Salvado, Jurgen Fripp
2011 — conf
Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images.
Prostate Cancer Imaging
Jason Dowling, Jurgen Fripp, Shekhar Chandra, Josien P. W. Pluim, Jonathan Lambert, Joel Parker, James Denham, Peter B. Greer, Olivier Salvado
2011 — ed.
Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 22, 2011. Proceedings
Prostate Cancer Imaging
Anant Madabhushi, Jason Dowling, Henkjan J. Huisman, Dean C. Barratt
2010 — conf
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
Oscar Acosta, Jason Dowling, Guillaume Cazoulat, Antoine Simon, Olivier Salvado, Renaud de Crevoisier, Pascal Haigron
2010 — conf
Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer.
Prostate Cancer Imaging
Jason Dowling, Jonathan Lambert, Joel Parker, Peter B. Greer, Jurgen Fripp, James Denham, Sébastien Ourselin, Olivier Salvado
2010 — ed.
Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention - International Workshop, Held in Conjunction with MICCAI 2010, Beijing, China, September 24, 2010. Proceedings
Prostate Cancer Imaging
Anant Madabhushi, Jason Dowling, Pingkun Yan, Aaron Fenster, Purang Abolmaesumi, Nobuhiko Hata
2009 B conf
Nonrigid correction of interleaving artefacts in pelvic MRI.
Image Processing
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
2008 — conf
Assuring Authenticity of Digital Mammograms by Image Watermarking.
Digital Mammography / IWDM
Anthony J. Maeder, Jason Dowling, Anthony N. Nguyen, Emma Brunton, Phuong Nguyen
2007 C conf
A Comparison of DCT and DWT Block Based Watermarking on Medical Image Quality.
IWDW
Jason Dowling, Birgit M. Planitz, Anthony J. Maeder, Jiang Du, Binh Pham, Colin Boyd, Shaokang Chen, Andrew P. Bradley, Stuart Crozier
2006 — conf
Simulated Artificial Human Vision: The Effects of Spatial Resolution and Frame Rate on Mobility.
AMT
Jason Dowling, Wageeh W. Boles, Anthony J. Maeder
2005 — conf
Mobility assessment using simulated Arti.cial Human Vision.
CVPR Workshops
Jason Dowling, Wageeh W. Boles, Anthony J. Maeder