By Associate Professor Jason Dowling

Conference Papers

Dowling J; Boles W; Maeder A, 2005, 'Mobility assessment using simulated Artificial Human Vision', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, http://dx.doi.org/10.1109/CVPR.2005.494

Dowling J; Maeder A; Boles W, 2004, 'Mobility enhancement and assessment for a visual prosthesis', in Proceedings of SPIE - The International Society for Optical Engineering, pp. 780 - 791, http://dx.doi.org/10.1117/12.534866

Conference Presentations

Chin V; Finnegan RN; Chlap P; Otton J; Haidar A; Delaney GP; Holloway L; Thwaites DI; Dowling J; Vinod SK, 2022, 'MO-0889 Validation and clinical impact of a novel hybrid cardiac substructure automatic segmentation method', http://dx.doi.org/10.1016/s0167-8140(22)02455-0

Conference Abstracts

Otton J; Belous G; Finnegan R; Dowling J, 2022, '407 A Novel Machine Learning Technique For Detecting Cardiac Substructures In Computed Tomography', in Journal of Cardiovascular Computed Tomography, Elsevier BV, Vol. 16, pp. S4 - S4, http://dx.doi.org/10.1016/j.jcct.2022.06.012

Finnegan R; Chin V; Chlap P; Haidar A; Otton J; Dowling J; Thwaites D; Vinod S; Delaney G; Holloway L, 2022, 'OC-0756 Development and implementation of a hybrid method for automatic cardiac substructure segmentation', in Radiotherapy and Oncology, Elsevier BV, Vol. 170, pp. S670 - S672, http://dx.doi.org/10.1016/s0167-8140(22)02662-7

Chin RI; Chen K; Abraham CD; Robinson CG; Perkins SM; Johanns TM; Hernandez-Aya LF; Keller JW; Dowling J; Rich K; Chicoine M; Kim AH; Dunn GP; Ansstas G, 2021, 'Brain Metastases in Metastatic Cutaneous Melanoma: Patterns of Care and Clinical Outcomes in the Era of Immunotherapy and Targeted Therapy', in INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, ELSEVIER SCIENCE INC, Vol. 111, pp. E565 - E566, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000715803801182&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Finnegan R; Otton J; Dowling J, 2021, 'Machine learning analysis of chest CT to detect cardiac abnormalities in COVID19', in EUROPEAN HEART JOURNAL, OXFORD UNIV PRESS, Vol. 42, pp. 170 - 170, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000720456900125&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Finnegan R; Reynolds H; Sun Y; Ebert M; Holloway L; Sykes J; Dowling J; Haworth A, 2021, 'A three-dimensional computational model of prostate cancer biology', in ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, WILEY, Vol. 17, pp. 17 - 18, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000693805000024&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Greer P; Skehan K; Goodwin J; Dowling J; Choi JH; Sidhom M; Wilton L; Smart J; Afinidad T; Martin J, 2019, 'A Multi-Centre Study of MRI-Only Prostate Radiation Therapy Planning: A NINJA Trial Sub-Study', in ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, WILEY, Vol. 15, pp. 23 - 23, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000493746400020&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Choi J; Lee D; Dowling J; OConnor L; Pichler P; Greer P, 2019, 'Bulk Anatomical Density Maps for Quality Assurance in MRI-Only Prostate Treatment Planning', in MEDICAL PHYSICS, WILEY, TX, San Antonio, Vol. 46, pp. E318 - E318, presented at Annual Meeting of the American-Association-of-Physicists-in-Medicine (AAPM), TX, San Antonio, 14 July 2019 - 18 July 2019, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000471277702102&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Finnegan R; Lorenzen E; Dowling J; Holloway L; Thwaites D; Brink C, 2019, 'Dosimetric Validation of Automatic Cardiac and Coronary Artery Segmentation in Breast Radiotherapy', in MEDICAL PHYSICS, WILEY, TX, San Antonio, Vol. 46, pp. E138 - E138, presented at Annual Meeting of the American-Association-of-Physicists-in-Medicine (AAPM), TX, San Antonio, 14 July 2019 - 18 July 2019, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000471277700168&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Marcello M; Kennedy A; Haworth A; Holloway L; Dowling J; Greer P; Gulliford S; Dearnaley D; Sydes M; Hall E; Denham J; Ebert M, 2019, 'External Validation of 3D Spatial Dose-Response Mapping for Toxicity Subsequent to Pelvic Radiotherapy', in MEDICAL PHYSICS, WILEY, TX, San Antonio, Vol. 46, pp. E314 - E314, presented at Annual Meeting of the American-Association-of-Physicists-in-Medicine (AAPM), TX, San Antonio, 14 July 2019 - 18 July 2019, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000471277702087&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Finnegan R; Dowling J; Brink C; Thwaites D; Lorenzen E; Holloway L, 2019, 'Uncertainty in Segmentation: Application to Iterative Atlas Selection', in MEDICAL PHYSICS, WILEY, TX, San Antonio, Vol. 46, pp. E139 - E139, presented at Annual Meeting of the American-Association-of-Physicists-in-Medicine (AAPM), TX, San Antonio, 14 July 2019 - 18 July 2019, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000471277700171&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Greer P; Pichler P; Young T; Martin J; Hunter P; Wratten C; Denham J; Holloway L; Sidhom M; Dowling J, 2019, 'A multi-centre study for implementation of MRI-only prostate planning', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, ITALY, Milan, Vol. 133, pp. S224 - S225, presented at 38th Annual Meeting of the European-Society-for-Radiotherapy-and-Oncology (ESTRO), ITALY, Milan, 26 April 2019 - 30 April 2019, http://dx.doi.org/10.1016/S0167-8140(19)30848-5

Largent A; Barateau A; Nunes J; Lafond C; Greer PB; Dowling JA; Saint-Jalmes H; Acosta O; De Crevoisier R, 2019, 'Patient-specific stopping power calibration for proton therapy based on proton radiographic images', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, ITALY, Milan, Vol. 133, pp. S555 - S556, presented at 38th Annual Meeting of the European-Society-for-Radiotherapy-and-Oncology (ESTRO), ITALY, Milan, 26 April 2019 - 30 April 2019, http://dx.doi.org/10.1016/S0167-8140(19)31427-6

Finnegan RN; Dowling JA; Holloway L; Otton J; Koh ES; Luo C; Satchithanandha A; Atluri P; Tang S; Delaney GP; Batumalai V; Thwaites DI, 2018, 'Feasibility of Automatic Multi-Atlas Based Cardiac Segmentation in Planning CT', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, SPAIN, Barcelona, Vol. 127, pp. S1171 - S1172, presented at 37th Meeting of the European-Society-for-Radiotherapy-and-Oncology (ESTRO), SPAIN, Barcelona, 20 April 2018 - 24 April 2018, http://dx.doi.org/10.1016/S0167-8140(18)32436-8

Preprints

Nicolson A; Liu J; Dowling J; Nguyen A; Koopman B, 2024, e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation, http://dx.doi.org/10.48550/arxiv.2408.03500

Liu J; Nicolson A; Dowling J; Koopman B; Nguyen A, 2024, e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models, http://dx.doi.org/10.48550/arxiv.2407.02723

Moafa K; Antico M; Vukovic D; Edwards C; Canty D; Serra XC; Royse A; Royse C; Haji K; Dowling J; Steffens M; Fontanarosa D, 2024, Convolutional Automatic Identification of B-lines and Interstitial Syndrome in Lung Ultrasound Images Using Pre-Trained Neural Networks with Feature Fusion, http://dx.doi.org/10.21203/rs.3.rs-4487345/v1

Nicolson A; Zhuang S; Dowling J; Koopman B, 2024, The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It, http://dx.doi.org/10.48550/arxiv.2406.13181

Nicolson A; Dowling J; Koopman B, 2023, Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation, http://dx.doi.org/10.48550/arxiv.2307.09758

Gillman AG; Quah MH; Papoutsellis E; Thielemans K; Bourgeat P; Delplancke C; Mejan-Fripp J; Pasca E; Dowling J, 2023, Anatomically-guided deconvolution of PET using directional total variation regularization, http://dx.doi.org/10.1101/2023.04.23.23289004

Vukovic D; Wang A; Antico M; Steffens M; Ruvinov I; Sloun RJGV; Canty D; Royse A; Royse C; Haji K; Dowling J; Chetty G; Fontanarosa D, 2023, Automatic Deep Learning-Based Pleural Effusion Segmentation in Lung Ultrasound Images, http://dx.doi.org/10.21203/rs.3.rs-2486425/v1

Durrani N; Vukovic D; Burgt JVD; Antico M; van Sloun RJGV; CANTY D; Steffens M; Wang A; ROYSE A; ROYSE C; Haji K; Dowling J; Chetty G; Fontanarosa D, 2022, Automatic Deep Learning-Based Consolidation/Collapse Classification in Lung Ultrasound Images for COVID-19 Induced Pneumonia, http://dx.doi.org/10.36227/techrxiv.17912387

Durrani N; Vukovic D; Burgt JVD; Antico M; Sloun RJGV; Canty D; Steffens M; Wang A; Royse A; Royse C; Haji K; Dowling J; Chetty G; Fontanarosa D, 2022, Automatic Deep Learning-Based Consolidation/Collapse Classification in Lung Ultrasound Images for COVID-19 Induced Pneumonia, http://dx.doi.org/10.21203/rs.3.rs-1531881/v1

Nicolson A; Dowling J; Koopman B, 2022, Improving Chest X-Ray Report Generation by Leveraging Warm Starting, http://dx.doi.org/10.48550/arxiv.2201.09405

Dai W; Woo B; Liu S; Marques M; Engstrom CB; Greer PB; Crozier S; Dowling JA; Chandra SS, 2021, CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation, http://dx.doi.org/10.48550/arxiv.2109.05443

Gillman A; Rose S; Smith J; Dowling JA; Dowson N, 2021, A Comparison of Techniques for PET Data-Driven Tracking of Head Motion, http://dx.doi.org/10.21203/rs.3.rs-202051/v1

Liu S; Dowling JA; Engstrom C; Greer PB; Crozier S; Chandra SS, 2020, Manipulating Medical Image Translation with Manifold Disentanglement, http://dx.doi.org/10.48550/arxiv.2011.13615

Cruz RS; Lebrat L; Bourgeat P; Doré V; Dowling J; Fripp J; Fookes C; Salvado O, 2020, Going deeper with brain morphometry using neural networks, http://dx.doi.org/10.48550/arxiv.2009.03303

Liu S; Dai W; Engstrom C; Fripp J; Crozier S; Dowling JA; Chandra SS, 2020, Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation, http://dx.doi.org/10.48550/arxiv.2006.15578

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