Jason Dowling

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Prostate Segmentation

Deformable Registration

Outcome Prediction

Top Venues

CLEF (Working Notes)

Artif. Intell. Medicine

Publications

Hang Min, Gorane Santamaria Hormaechea, Prabhakar Ramachandran, Jason Dowling
Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Improving chest X-ray report generation by leveraging warm starting. Artif. Intell. Medicine 144 (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
A Concise Model for Medical Image Captioning. CLEF (Working Notes) (2023)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation. CoRR (2023)
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) (2023)
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)
Aaron Nicolson, Jason Dowling, Bevan Koopman
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting. CoRR (2022)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
CSIRO at ImageCLEFmedical Caption 2022. CLEF (Working Notes) (2022)
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)
Aaron Nicolson, Jason Dowling, Bevan Koopman
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images. CLEF (2022)
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 (2022)
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)
Aaron Nicolson, Jason Dowling, Bevan Koopman
AEHRC CSIRO at ImageCLEFmed Caption 2021. CLEF (Working Notes) (2021)
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)
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 (2020)
Axel Largent, Jean-Claude Nunes, Hervé Saint-Jalmes, John 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)
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) (2015)
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) (2014)
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)
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)
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)
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) (2012)
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)
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)
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)
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)
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. Medical Imaging: Image Processing (2009)
Anthony J. Maeder, Jason Dowling, Anthony N. Nguyen, Emma Brunton, Phuong Nguyen
Assuring Authenticity of Digital Mammograms by Image Watermarking. Digital Mammography / IWDM (2008)
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)
Jason Dowling, Wageeh W. Boles, Anthony J. Maeder
Simulated Artificial Human Vision: The Effects of Spatial Resolution and Frame Rate on Mobility. AMT (2006)
Jason Dowling, Wageeh W. Boles, Anthony J. Maeder
Mobility assessment using simulated Arti.cial Human Vision. CVPR Workshops (2005)