• UNSW
  • Staff
  • Associate Professor Jason Dowling
Back to
Associate Professor Jason Dowling
Adjunct Associate Professor

Associate Professor Jason Dowling

Medicine & Health
School of Clinical Medicine

Jason is a principal research scientist at Australia's national science agency.  He leads the CSIRO intelligent imaging team (based at the Australian e-Health Research Centre,  Royal Brisbane and Women's Hospital, Australia).
Phone
+61427964481
E-mail
jason.dowling@unsw.edu.au
  • Books | 2022
    2022, Biomedical Image Synthesis and Simulation, Elsevier, http://dx.doi.org/10.1016/c2020-0-01250-8
    Books | 2014
    2014, Abdomen and Thoracic Imaging, El-Baz AS; Saba L; Suri J, (eds.), Springer US, http://dx.doi.org/10.1007/978-1-4614-8498-1
    Books | 2014
    2014, Medical Computer Vision: Algorithms for Big Data: International Workshop, MCV 2014 Held in Conjunction with MICCAI 2014 Cambridge, MA, USA, September 18, 2014 Revised Selected Papers, Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-13972-2
    Books | 2010
    Madabhushi A; Dowling J; Yan P; Fenster A; Abolmaesumi P; Hata N, 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface
    Books | 2010
    2010, Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention, Madabhushi A; Dowling J; Yan P; Fenster A; Abolmaesumi P; Hata N, (eds.), Springer Berlin Heidelberg, http://dx.doi.org/10.1007/978-3-642-15989-3
  • Book Chapters | 2022
    2022, 'Image synthesis for MRI-only radiotherapy treatment planning', in Biomedical Image Synthesis and Simulation: Methods and Applications, Elsevier, pp. 423 - 445, http://dx.doi.org/10.1016/B978-0-12-824349-7.00027-X
    Book Chapters | 2022
    2022, 'ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images', in Lecture Notes in Computer Science, Springer International Publishing, pp. 190 - 203, http://dx.doi.org/10.1007/978-3-031-13643-6_15
    Book Chapters | 2019
    2019, 'MR-Only Methodology', in MRI for Radiotherapy: Planning, Delivery, and Response Assessment, Springer International Publishing, pp. 131 - 151, http://dx.doi.org/10.1007/978-3-030-14442-5_9
    Book Chapters | 2014
    Acosta O; Dowling J; Drean G; Simon A; De Crevoisier R; Haigron P, 2014, 'Multi-atlas-based segmentation of pelvic structures from ct scans for planning in prostate cancer radiotherapy', in Abdomen and Thoracic Imaging: An Engineering and Clinical Perspective, pp. 623 - 656, http://dx.doi.org/10.1007/978-1-4614-8498-1_24
    Book Chapters | 2014
    2014, 'Structure-Guided Nonrigid Registration of CT–MR Pelvis Scans with Large Deformations in MR-Based Image Guided Radiation Therapy', in Clinical Image-Based Procedures. Translational Research in Medical Imaging, Springer International Publishing, pp. 65 - 73, http://dx.doi.org/10.1007/978-3-319-14127-5_9
    Book Chapters | 2008
    Dowling J; Boles W; Maeder A, 2008, 'Visual prostheses for the blind: A framework for information presentation', in Mechatronics and Machine Vision in Practice, pp. 275 - 287, http://dx.doi.org/10.1007/978-3-540-74027-8_24
  • Journal articles | 2023
    2023, 'DISTAL RADIUS FRACTURE CLASSIFICATION USING DEEP LEARNING ALGORITHMS', Orthopaedic Proceedings, 105-B, pp. 102 - 102, http://dx.doi.org/10.1302/1358-992x.2023.2.102
    Journal articles | 2023
    2023, 'Investigation of a water equivalent depth method for dosimetric accuracy evaluation of synthetic CT', Physica Medica, 105, pp. 102507, http://dx.doi.org/10.1016/j.ejmp.2022.11.011
    Journal articles | 2023
    2023, 'Open-source, fully-automated hybrid cardiac substructure segmentation: development and optimisation', Physical and Engineering Sciences in Medicine, 46, pp. 377 - 393, http://dx.doi.org/10.1007/s13246-023-01231-w
    Journal articles | 2023
    2023, 'Validation of a Fully Automated Hybrid Deep Learning Cardiac Substructure Segmentation Tool for Contouring and Dose Evaluation in Lung Cancer Radiotherapy', Clinical Oncology, http://dx.doi.org/10.1016/j.clon.2023.03.005
    Journal articles | 2022
    2022, 'A Novel Machine Learning Technique for Detecting the Left Atrium With Limited Labelled Training Data', Heart, Lung and Circulation, 31, pp. S141 - S141, http://dx.doi.org/10.1016/j.hlc.2022.06.212
    Journal articles | 2022
    2022, 'A high-performance method of deep learning for prostate MR-only radiotherapy planning using an optimized Pix2Pix architecture', Physica Medica, 103, pp. 108 - 118, http://dx.doi.org/10.1016/j.ejmp.2022.10.003
    Journal articles | 2022
    2022, 'A statistical, voxelised model of prostate cancer for biologically optimised radiotherapy', Physics and Imaging in Radiation Oncology, 21, pp. 136 - 145, http://dx.doi.org/10.1016/j.phro.2022.02.011
    Journal articles | 2022
    2022, 'Assessing the impact of magnetic resonance treatment simulation (MRSIM) on target volume delineation and dose to organs at risk for oropharyngeal radiotherapy', Journal of Medical Radiation Sciences, 69, pp. 66 - 74, http://dx.doi.org/10.1002/jmrs.552
    Journal articles | 2022
    2022, 'Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review', Physical and Engineering Sciences in Medicine, 45, pp. 13 - 29, http://dx.doi.org/10.1007/s13246-021-01093-0
    Journal articles | 2022
    2022, 'Automatic deep learning-based consolidation/collapse classification in lung ultrasound images for COVID-19 induced pneumonia', Scientific Reports, 12, http://dx.doi.org/10.1038/s41598-022-22196-y
    Journal articles | 2022
    2022, 'CAN3D: Fast 3D medical image segmentation via compact context aggregation', Medical Image Analysis, 82, pp. 102562 - 102562, http://dx.doi.org/10.1016/j.media.2022.102562
    Journal articles | 2022
    2022, 'Comparison of Synthetic Computed Tomography Generation Methods, Incorporating Male and Female Anatomical Differences, for Magnetic Resonance Imaging-Only Definitive Pelvic Radiotherapy', Frontiers in Oncology, 12, http://dx.doi.org/10.3389/fonc.2022.822687
    Journal articles | 2022
    2022, 'In Regard to Shortall et al', International Journal of Radiation Oncology Biology Physics, 112, pp. 831 - 833, http://dx.doi.org/10.1016/j.ijrobp.2021.10.140
    Journal articles | 2022
    2022, 'Quality assurance for MRI-only radiation therapy: A voxel-wise population-based methodology for image and dose assessment of synthetic CT generation methods', Frontiers in Oncology, 12, http://dx.doi.org/10.3389/fonc.2022.968689
    Journal articles | 2022
    2022, 'Terrestrial Analogue Research to Support Human Performance on Mars: A Review and Bibliographic Analysis', Space: Science and Technology (United States), 2022, http://dx.doi.org/10.34133/2022/9841785
    Journal articles | 2022
    2022, 'Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings', Artificial Intelligence in Medicine, 123, http://dx.doi.org/10.1016/j.artmed.2021.102230
    Journal articles | 2022
    2022, 'Validation of an MRI-only planning workflow for definitive pelvic radiotherapy', Radiation Oncology, 17, http://dx.doi.org/10.1186/s13014-022-02023-4
    Journal articles | 2021
    2021, 'A review of medical image data augmentation techniques for deep learning applications', Journal of Medical Imaging and Radiation Oncology, 65, pp. 545 - 563, http://dx.doi.org/10.1111/1754-9485.13261
    Journal articles | 2021
    2021, 'Assessing tumor centrality in lung stereotactic ablative body radiotherapy (SABR): the effects of variations in bronchial tree delineation and potential for automated methods', Medical Dosimetry, 46, pp. 94 - 101, http://dx.doi.org/10.1016/j.meddos.2020.09.004
    Journal articles | 2021
    2021, 'Automated Cardiac Evaluation From Chest CT: Potential Role in COVID-19', Heart, Lung and Circulation, 30, pp. S175 - S176, http://dx.doi.org/10.1016/j.hlc.2021.06.186
    Journal articles | 2021
    2021, 'Automatic deep learning-based pleural effusion classification in lung ultrasound images for respiratory pathology diagnosis', Physica Medica, 83, pp. 38 - 45, http://dx.doi.org/10.1016/j.ejmp.2021.02.023
    Journal articles | 2021
    2021, 'Automatic radiotherapy delineation quality assurance on prostate MRI with deep learning in a multicentre clinical trial', Physics in Medicine and Biology, 66, http://dx.doi.org/10.1088/1361-6560/ac25d5
    Journal articles | 2021
    2021, 'Calcul de dose à partir d’IRM en radiothérapie de la prostate par méthode d’apprentissage profond', Cancer/Radiothérapie, 25, pp. 736 - 737, http://dx.doi.org/10.1016/j.canrad.2021.07.021
    Journal articles | 2021
    2021, 'Deep learning for segmentation in radiation therapy planning: a review', Journal of Medical Imaging and Radiation Oncology, 65, pp. 578 - 595, http://dx.doi.org/10.1111/1754-9485.13286
    Journal articles | 2021
    2021, 'Effects of MR imaging time reduction on substitute CT generation for prostate MRI-only treatment planning', Physical and Engineering Sciences in Medicine, 44, pp. 799 - 807, http://dx.doi.org/10.1007/s13246-021-01031-0
    Journal articles | 2021
    2021, 'Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patients', PLoS ONE, 16, pp. e0245364 - e0245364, http://dx.doi.org/10.1371/journal.pone.0245364
    Journal articles | 2021
    2021, 'Machine learning analysis of chest CT to detect cardiac abnormalities in COVID19', European Heart Journal, 42, http://dx.doi.org/10.1093/eurheartj/ehab724.0170
    Journal articles | 2021
    2021, 'Measurements of human tolerance to horizontal rotation within an MRI scanner: Towards gantry-free radiation therapy', Journal of Medical Imaging and Radiation Oncology, 65, pp. 112 - 119, http://dx.doi.org/10.1111/1754-9485.13130
    Journal articles | 2021
    2021, 'Optimisation and validation of an integrated magnetic resonance imaging-only radiotherapy planning solution', Physics and Imaging in Radiation Oncology, 20, pp. 34 - 39, http://dx.doi.org/10.1016/j.phro.2021.10.001
    Journal articles | 2021
    2021, 'PO-1683 Spatial Characterization of errors in pseudo-CT generation for MRI-only radiotherapy', Radiotherapy and Oncology, 161, pp. S1408 - S1410, http://dx.doi.org/10.1016/s0167-8140(21)08134-2
    Journal articles | 2021
    2021, 'Pelvic organ motion and dosimetric implications during horizontal patient rotation for prostate radiation therapy', Medical Physics, 48, pp. 397 - 413, http://dx.doi.org/10.1002/mp.14579
    Journal articles | 2021
    2021, 'Quantification Of Cardiac Chamber Size From Chest CT: Application To COVID19', Journal of Cardiovascular Computed Tomography, 15, pp. S27 - S27, http://dx.doi.org/10.1016/j.jcct.2021.06.216
    Journal articles | 2021
    2021, 'Validation of a new open-source method for automatic delineation and dose assessment of the heart and LADCA in breast radiotherapy with simultaneous uncertainty estimation', Physics in Medicine and Biology, 66, http://dx.doi.org/10.1088/1361-6560/abcb1d
    Journal articles | 2020
    2020, 'Analysis of cardiac substructure dose in a large, multi-centre danish breast cancer cohort (the DBCG HYPO trial): Trends and predictive modelling', Radiotherapy and Oncology, 153, pp. 130 - 138, http://dx.doi.org/10.1016/j.radonc.2020.09.004
    Journal articles | 2020
    2020, 'Deformable image registration in radiation therapy', Journal of Medical Radiation Sciences, 67, pp. 257 - 259, http://dx.doi.org/10.1002/jmrs.446
    Journal articles | 2020
    2020, 'Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation', , http://arxiv.org/abs/2006.15578v4
    Journal articles | 2020
    2020, 'Increased Dose to Organs in Urinary Tract Associates With Measures of Genitourinary Toxicity in Pooled Voxel-Based Analysis of 3 Randomized Phase III Trials', Frontiers in Oncology, 10, http://dx.doi.org/10.3389/fonc.2020.01174
    Journal articles | 2020
    2020, 'Localised delineation uncertainty for iterative atlas selection in automatic cardiac segmentation', Physics in Medicine and Biology, 65, pp. 035011, http://dx.doi.org/10.1088/1361-6560/ab652a
    Journal articles | 2020
    2020, 'PO-1484: MRI only based planning to decrease toxicity in prostate cancer IMRT/IGRT: a dosimetric study', Radiotherapy and Oncology, 152, pp. S798 - S799, http://dx.doi.org/10.1016/s0167-8140(21)01502-4
    Journal articles | 2020
    2020, 'Reduced Dose Posterior to Prostate Correlates With Increased PSA Progression in Voxel-Based Analysis of 3 Randomized Phase 3 Trials', International Journal of Radiation Oncology Biology Physics, 108, pp. 1304 - 1318, http://dx.doi.org/10.1016/j.ijrobp.2020.07.030
    Journal articles | 2020
    2020, 'Relationships between rectal and perirectal doses and rectal bleeding or tenesmus in pooled voxel-based analysis of 3 randomised phase III trials', Radiotherapy and Oncology, 150, pp. 281 - 292, http://dx.doi.org/10.1016/j.radonc.2020.07.048
    Journal articles | 2020
    2020, 'Variations of Clinical Target Volume Delineation for Primary Site of Nasopharyngeal Cancer Among Five Centers in China', Frontiers in Oncology, 10, http://dx.doi.org/10.3389/fonc.2020.01572
    Journal articles | 2020
    2020, 'Voxel-based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI', Journal of Applied Clinical Medical Physics, 21, pp. 179 - 191, http://dx.doi.org/10.1002/acm2.12992
    Journal articles | 2019
    2019, '45 A comparison of pseudo-CT generation methods for prostate MRI-based dose planning: deep learning, patch-based, atlas-based and bulk-density methods', Physica Medica, 68, pp. 28 - 28, http://dx.doi.org/10.1016/j.ejmp.2019.09.126
    Journal articles | 2019
    2019, 'A multi-center prospective study for implementation of an MRI-only prostate treatment planning workflow', Frontiers in Oncology, 9, http://dx.doi.org/10.3389/fonc.2019.00826
    Journal articles | 2019
    2019, 'Anatomical deformation due to horizontal rotation: Towards gantry-free radiation therapy', Physics in Medicine and Biology, 64, pp. 175014, http://dx.doi.org/10.1088/1361-6560/ab324c
    Journal articles | 2019
    2019, 'Bulk Anatomical Density Based Dose Calculation for Patient-Specific Quality Assurance of MRI-Only Prostate Radiotherapy', Frontiers in Oncology, 9, http://dx.doi.org/10.3389/fonc.2019.00997
    Journal articles | 2019
    2019, 'Calcul de dose direct à partir d’IRM et tomographies coniques par méthodes d’apprentissage', Cancer/Radiothérapie, 23, pp. 798 - 799, http://dx.doi.org/10.1016/j.canrad.2019.07.025
    Journal articles | 2019
    2019, 'Characterization of prostate cancer using diffusion tensor imaging: A new perspective', European Journal of Radiology, 110, pp. 112 - 120, http://dx.doi.org/10.1016/j.ejrad.2018.11.026
    Journal articles | 2019
    2019, 'Comparison of Deep Learning-Based and Patch-Based Methods for Pseudo-CT Generation in MRI-Based Prostate Dose Planning', International Journal of Radiation Oncology Biology Physics, 105, pp. 1137 - 1150, http://dx.doi.org/10.1016/j.ijrobp.2019.08.049
    Journal articles | 2019
    2019, 'Dedicated MRI simulation for cervical cancer radiation treatment planning: Assessing the impact on clinical target volume delineation', Journal of Medical Imaging and Radiation Oncology, 63, pp. 236 - 243, http://dx.doi.org/10.1111/1754-9485.12831
    Journal articles | 2019
    2019, 'Feasibility of Using a Novel Automatic Cardiac Segmentation Algorithm in the Clinical Routine of Lung Cancer Patients', International Journal of Radiation Oncology*Biology*Physics, 105, pp. E724 - E725, http://dx.doi.org/10.1016/j.ijrobp.2019.06.906
    Journal articles | 2019
    2019, 'Feasibility of multi-atlas cardiac segmentation from thoracic planning CT in a probabilistic framework', Physics in Medicine and Biology, 64, pp. 085006, http://dx.doi.org/10.1088/1361-6560/ab0ea6
    Journal articles | 2019
    2019, 'Multi-observer contouring of male pelvic anatomy: Highly variable agreement across conventional and emerging structures of interest', Journal of Medical Imaging and Radiation Oncology, 63, pp. 264 - 271, http://dx.doi.org/10.1111/1754-9485.12844
    Journal articles | 2019
    2019, 'OC-049: Avoiding garbage in: A consensus workshop for refining gastric cancer radiotherapy atlas data', Radiotherapy and Oncology, 141, pp. S20 - S21, http://dx.doi.org/10.1016/s0167-8140(20)30438-2
    Journal articles | 2019
    2019, 'Opportunities in space life sciences', Australasian Physical and Engineering Sciences in Medicine, 42, pp. 663 - 664, http://dx.doi.org/10.1007/s13246-019-00769-y
    Journal articles | 2019
    2019, 'Pseudo-CT Generation for MRI-Only Radiation Therapy Treatment Planning: Comparison Among Patch-Based, Atlas-Based, and Bulk Density Methods', International Journal of Radiation Oncology Biology Physics, 103, pp. 479 - 490, http://dx.doi.org/10.1016/j.ijrobp.2018.10.002
    Journal articles | 2019
    2019, 'Reduced motion and improved rectal dosimetry through endorectal immobilization for prostate stereotactic body radiotherapy', British Journal of Radiology, 92, pp. 20190056, http://dx.doi.org/10.1259/bjr.20190056
    Journal articles | 2019
    2019, 'Similarity clustering-based atlas selection for pelvic CT image segmentation', Medical Physics, 46, pp. 2243 - 2250, http://dx.doi.org/10.1002/mp.13494
    Journal articles | 2019
    2019, 'TROG 18.01 phase III randomised clinical trial of the Novel Integration of New prostate radiation schedules with adJuvant Androgen deprivation: NINJA study protocol', BMJ Open, 9, pp. e030731, http://dx.doi.org/10.1136/bmjopen-2019-030731
    Journal articles | 2018
    Arabi H; Dowling JA; Burgos N; Han X; Greer PB; Koutsouvelis N; Zaidi H, 2018, 'Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI-guided radiation planning in the pelvic region', Medical Physics, 45, pp. 5218 - 5233, http://dx.doi.org/10.1002/mp.13187
    Journal articles | 2018
    Chandra SS; Dowling JA; Engstrom C; Xia Y; Paproki A; Neubert A; Rivest-Hénault D; Salvado O; Crozier S; Fripp J, 2018, 'A lightweight rapid application development framework for biomedical image analysis', Computer Methods and Programs in Biomedicine, 164, pp. 193 - 205, http://dx.doi.org/10.1016/j.cmpb.2018.07.011
    Journal articles | 2018
    Kennedy A; Dowling J; Greer PB; Ebert MA, 2018, 'Estimation of Hounsfield unit conversion parameters for pelvic CT images', Australasian Physical and Engineering Sciences in Medicine, 41, pp. 739 - 745, http://dx.doi.org/10.1007/s13246-018-0651-x
    Journal articles | 2018
    Roach D; Jameson MG; Dowling JA; Ebert MA; Greer PB; Kennedy AM; Watt S; Holloway LC, 2018, 'Correlations between contouring similarity metrics and simulated treatment outcome for prostate radiotherapy', Physics in Medicine and Biology, 63, http://dx.doi.org/10.1088/1361-6560/aaa50c
    Journal articles | 2018
    2018, '29 Pseudo-CT generation for MRI-only radiotherapy treatment planning: comparison between patch-based, atlas-based and bulk density methods', Physica Medica, 56, pp. 17 - 18, http://dx.doi.org/10.1016/j.ejmp.2018.09.042
    Journal articles | 2018
    2018, 'Calcul de dose à partir d’IRM en radiothérapie de la prostate : comparaison de trois méthodes de génération de pseudo-scanographie', Cancer/Radiothérapie, 22, pp. 704 - 705, http://dx.doi.org/10.1016/j.canrad.2018.07.036
    Journal articles | 2018
    2018, 'EPSM 2017, Engineering and Physical Sciences in Medicine 29 October-1 November 2017, Hobart, Australia Abstracts', AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 41, pp. 245 - 355, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000427513100026&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 2018
    2018, 'EPSM 2017, Engineering and Physical Sciences in Medicine', Australasian Physical & Engineering Sciences in Medicine, 41, pp. 245 - 355, http://dx.doi.org/10.1007/s13246-017-0614-7
    Journal articles | 2017
    Ghose S; Dowling JA; Rai R; Liney GP, 2017, 'Substitute CT generation from a single ultra short time echo MRI sequence: Preliminary study', Physics in Medicine and Biology, 62, pp. 2950 - 2960, http://dx.doi.org/10.1088/1361-6560/aa508a
    Journal articles | 2017
    Ghose S; Greer PB; Sun J; Pichler P; Rivest-Henault D; Mitra J; Richardson H; Wratten C; Martin J; Arm J; Best L; Dowling JA, 2017, 'Regression and statistical shape model based substitute CT generation for MRI alone external beam radiation therapy from standard clinical MRI sequences', Physics in Medicine and Biology, 62, pp. 8566 - 8580, http://dx.doi.org/10.1088/1361-6560/aa9104
    Journal articles | 2017
    Koivula L; Kapanen M; Seppälä T; Collan J; Dowling JA; Greer PB; Gustafsson C; Gunnlaugsson A; Olsson LE; Wee L; Korhonen J, 2017, 'Intensity-based dual model method for generation of synthetic CT images from standard T2-weighted MR images – Generalized technique for four different MR scanners', Radiotherapy and Oncology, 125, pp. 411 - 419, http://dx.doi.org/10.1016/j.radonc.2017.10.011
    Journal articles | 2017
    Whelan B; Liney GP; Dowling JA; Rai R; Holloway L; McGarvie L; Feain I; Barton M; Berry M; Wilkins R; Keall P, 2017, 'An MRI-compatible patient rotation system - Design, construction, and first organ deformation results:', Medical Physics, 44, pp. 581 - 588, http://dx.doi.org/10.1002/mp.12065
    Journal articles | 2017
    Wyatt JJ; Dowling JA; Kelly CG; McKenna J; Johnstone E; Speight R; Henry A; Greer PB; McCallum HM, 2017, 'Investigating the generalisation of an atlas-based synthetic-CT algorithm to another centre and MR scanner for prostate MR-only radiotherapy', Physics in Medicine and Biology, 62, pp. N548 - N560, http://dx.doi.org/10.1088/1361-6560/aa9676
    Journal articles | 2017
    2017, 'Intensity based synthetic CT generation from standard T2-weighted MR images with three MR scanners', RADIOTHERAPY AND ONCOLOGY, 123, pp. S233 - S234, http://dx.doi.org/10.1016/S0167-8140(17)30884-8
    Journal articles | 2017
    2017, 'Radiotherapy dose-distribution to the perirectal fat space (PRS) is related to gastrointestinal control-related complications', Clinical and Translational Radiation Oncology, 7, pp. 62 - 70, http://dx.doi.org/10.1016/j.ctro.2017.10.002
    Journal articles | 2016
    Chandra SS; Dowling JA; Greer PB; Martin J; Wratten C; Pichler P; Fripp J; Crozier S, 2016, 'Fast automated segmentation of multiple objects via spatially weighted shape learning', Physics in Medicine and Biology, 61, pp. 8070 - 8084, http://dx.doi.org/10.1088/0031-9155/61/22/8070
    Journal articles | 2016
    Ghose S; Denham JW; Ebert MA; Kennedy A; Mitra J; Dowling JA, 2016, 'Multi-atlas and unsupervised learning approach to perirectal space segmentation in CT images', Australasian Physical and Engineering Sciences in Medicine, 39, pp. 933 - 941, http://dx.doi.org/10.1007/s13246-016-0496-0
    Journal articles | 2016
    Ghose S; Mitra J; Rivest-Hénault D; Fazlollahi A; Stanwell P; Pichler P; Sun J; Fripp J; Greer PB; Dowling JA, 2016, 'MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection', Medical Physics, 43, pp. 2218 - 2228, http://dx.doi.org/10.1118/1.4944871
    Journal articles | 2016
    Walker A; Metcalfe P; Liney G; Batumalai V; Dundas K; Glide-Hurst C; Delaney GP; Boxer M; Yap ML; Dowling J; Rivest-Henault D; Pogson E; Holloway L, 2016, 'MRI geometric distortion: Impact on tangential whole-breast IMRT', Journal of Applied Clinical Medical Physics, 17, pp. 7 - 19, http://dx.doi.org/10.1120/jacmp.v17i5.6242
    Journal articles | 2016
    Walker A; Metcalfe P; Liney G; Batumalai V; Dundas K; Glide-Hurst C; Delaney GP; Boxer M; Yap ML; Dowling J; Rivest-Henault D; Pogson E; Holloway L, 2016, 'MRI geometric distortion: Impact on tangential whole-breast IMRT.', J Appl Clin Med Phys, 17, pp. 7 - 19, http://dx.doi.org/10.1120/jacmp.v17i5.6242
    Journal articles | 2016
    2016, 'EPSM2015, Engineering and Physical Sciences in Medicine : Museum of New Zealand Te Papa Tongarewa, Wellington, 8-12 November 2015, Conference abstracts.', Australas Phys Eng Sci Med, 39, pp. 259 - 354, http://dx.doi.org/10.1007/s13246-015-0410-1
    Journal articles | 2015
    De Leon JF; Jameson MG; Windsor A; Cloak K; Keats S; Vial P; Holloway L; Metcalfe P; Sidhom M, 2015, 'Superior target volume and organ stability with the use of endorectal balloons in post-prostatectomy radiotherapy', Journal of Medical Imaging and Radiation Oncology, 59, pp. 507 - 513, http://dx.doi.org/10.1111/1754-9485.12300
    Journal articles | 2015
    Dowling JA; Sun J; Pichler P; Rivest-Hénault D; Ghose S; Richardson H; Wratten C; Martin J; Arm J; Best L; Chandra SS; Fripp J; Menk FW; Greer PB, 2015, 'Automatic substitute computed tomography generation and contouring for magnetic resonance imaging (MRI)-alone external beam radiation therapy from standard MRI sequences', International Journal of Radiation Oncology Biology Physics, 93, pp. 1144 - 1153, http://dx.doi.org/10.1016/j.ijrobp.2015.08.045
    Journal articles | 2015
    Ghose S; Holloway L; Lim K; Chan P; Veera J; Vinod SK; Liney G; Greer PB; Dowling J, 2015, 'A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning', Artificial Intelligence in Medicine, 64, pp. 75 - 87, http://dx.doi.org/10.1016/j.artmed.2015.04.006
    Journal articles | 2015
    Rivest-Hénault D; Dowson N; Greer PB; Fripp J; Dowling JA, 2015, 'Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapy', Medical Image Analysis, 23, pp. 56 - 69, http://dx.doi.org/10.1016/j.media.2015.04.014
    Journal articles | 2015
    Sun J; Barnes M; Dowling J; Menk F; Stanwell P; Greer PB, 2015, 'An open source automatic quality assurance (OSAQA) tool for the ACR MRI phantom', Australasian Physical and Engineering Sciences in Medicine, 38, pp. 39 - 46, http://dx.doi.org/10.1007/s13246-014-0311-8
    Journal articles | 2015
    Sun J; Dowling J; Pichler P; Menk F; Rivest-Henault D; Lambert J; Parker J; Arm J; Best L; Martin J; Denham JW; Greer PB, 2015, 'MRI simulation: End-to-end testing for prostate radiation therapy using geometric pelvic MRI phantoms', Physics in Medicine and Biology, 60, pp. 3097 - 3109, http://dx.doi.org/10.1088/0031-9155/60/8/3097
    Journal articles | 2015
    Sun J; Dowling JA; Pichler P; Parker J; Martin J; Stanwell P; Arm J; Menk F; Greer PB, 2015, 'Investigation on the performance of dedicated radiotherapy positioning devices for MR scanning for prostate planning', JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 16, pp. 4 - 13, http://dx.doi.org/10.1120/jacmp.v16i2.4848
    Journal articles | 2015
    Sun J; Dowling JA; Pichler P; Parker J; Martin J; Stanwell P; Arm J; Menk F; Greer PB, 2015, 'Investigation on the performance of dedicated radiotherapy positioning devices for MR scanning for prostate planning', Journal of Applied Clinical Medical Physics, 16, pp. 4 - 13, http://dx.doi.org/10.1120/jacmp.v16i2.4848
    Journal articles | 2015
    Walker A; Liney G; Holloway L; Dowling J; Rivest-Henault D; Metcalfe P, 2015, 'Continuous table acquisition MRI for radiotherapy treatment planning: Distortion assessment with a new extended 3D volumetric phantom', Medical Physics, 42, pp. 1982 - 1991, http://dx.doi.org/10.1118/1.4915920
    Journal articles | 2015
    Whelan B; Kumar S; Dowling J; Begg J; Lambert J; Lim K; Vinod SK; Greer PB; Holloway L, 2015, 'Utilising pseudo-CT data for dose calculation and plan optimization in adaptive radiotherapy', Australasian Physical and Engineering Sciences in Medicine, 38, pp. 561 - 568, http://dx.doi.org/10.1007/s13246-015-0376-z
    Journal articles | 2015
    2015, 'SP-0021: Generation of density maps for dose calculations from MRI using atlas methods', Radiotherapy and Oncology, 115, pp. S11 - S12, http://dx.doi.org/10.1016/s0167-8140(15)40021-0
    Journal articles | 2014
    Dowling JA, 2014, 'Opportunities for image analysis in radiation oncology', Australasian Physical and Engineering Sciences in Medicine, 37, pp. 275 - 277, http://dx.doi.org/10.1007/s13246-014-0278-5
    Journal articles | 2014
    Litjens G; Toth R; van de Ven W; Hoeks C; Kerkstra S; van Ginneken B; Vincent G; Guillard G; Birbeck N; Zhang J; Strand R; Malmberg F; Ou Y; Davatzikos C; Kirschner M; Jung F; Yuan J; Qiu W; Gao Q; Edwards PE; Maan B; van der Heijden F; Ghose S; Mitra J; Dowling J; Barratt D; Huisman H; Madabhushi A, 2014, 'Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge', Medical Image Analysis, 18, pp. 359 - 373, http://dx.doi.org/10.1016/j.media.2013.12.002
    Journal articles | 2014
    Sun J; Pichler P; Dowling J; Menk F; Stanwell P; Arm J; Greer PB, 2014, 'MR simulation for prostate radiation therapy: Effect of coil mounting position on image quality', British Journal of Radiology, 87, http://dx.doi.org/10.1259/bjr.20140325
    Journal articles | 2014
    2014, 'Engineering & Physical Sciences in Medicine Conference 2013 Pan Pacific Hotel, Perth, Australia, 3–7 November 2013 Oral presentation abstracts', Australasian Physical & Engineering Sciences in Medicine, 37, pp. 153 - 269, http://dx.doi.org/10.1007/s13246-014-0248-y
    Journal articles | 2014
    2014, 'PD-0353: CT substitute derived from MRI for external beam prostate radiotherapy', Radiotherapy and Oncology, 111, pp. S135 - S135, http://dx.doi.org/10.1016/s0167-8140(15)30458-8
    Journal articles | 2014
    2014, 'Saturday 6 September 2014', Journal of Medical Imaging and Radiation Oncology, 58, pp. 113 - 165, http://dx.doi.org/10.1111/1754-9485.12221
    Journal articles | 2014
    2014, 'Scientific Exhibits', Journal of Medical Imaging and Radiation Oncology, 58, pp. 184 - 343, http://dx.doi.org/10.1111/1754-9485.12223
    Journal articles | 2013
    Ghose S; Holloway L; Lim K; Chan P; Veera J; Vinod SK; Liney G; Greer PB; Dowling J, 2013, 'A survey of cervix segmentation methods in magnetic resonance images', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8198 LNCS, pp. 290 - 298, http://dx.doi.org/10.1007/978-3-642-41083-3_32
    Journal articles | 2013
    Jameson MG; De Leon J; Windsor AA; Cloak K; Keats S; Dowling JA; Chandra SS; Vial P; Sidhom M; Holloway L; Metcalfe P, 2013, 'Endorectal balloons in the post prostatectomy setting: Do gains in stability lead to more predictable dosimetry?', Radiotherapy and Oncology, 109, pp. 493 - 497, http://dx.doi.org/10.1016/j.radonc.2013.08.024
    Journal articles | 2013
    Jameson MG; De Leon J; Windsor AA; Cloak K; Keats S; Vial P; Sidhom M; Holloway L; Metcalfe P; Dowling JA; Chandra SS, 2013, 'Endorectal balloons in the post prostatectomy setting: Do gains in stability lead to more predictable dosimetry?', Radiotherapy and Oncology, http://dx.doi.org/10.1016/j.radonc.2013.08.024
    Journal articles | 2013
    2013, '2012 Engineering and Physical Sciences in Medicine Conference Jupiter's Casino, Gold Coast, 2-6th December 2012 Abstracts', AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 36, pp. 65 - 139, http://dx.doi.org/10.1007/s13246-012-0168-7
    Journal articles | 2012
    Chandra SS; Dowling JA; Shen KK; Raniga P; Pluim JP W; Greer PB; Salvado O; Fripp J, 2012, 'Patient specific prostate segmentation in 3-D magnetic resonance images', IEEE Transactions on Medical Imaging, 31, pp. 1955 - 1964, http://dx.doi.org/10.1109/TMI.2012.2211377
    Journal articles | 2012
    Dowling JA; Lambert J; Parker J; Salvado O; Fripp J; Capp A; Wratten C; Denham JW; Greer PB, 2012, 'An atlas-based electron density mapping method for magnetic resonance imaging (MRI)-alone treatment planning and adaptive MRI-based prostate radiation therapy', International Journal of Radiation Oncology Biology Physics, 83, http://dx.doi.org/10.1016/j.ijrobp.2011.11.056
    Journal articles | 2011
    Greer PB; Dowling JA; Lambert JA; Fripp J; Parker J; Denham JW; Wratten C; Capp A; Salvado O, 2011, 'A magnetic resonance imaging-based workflow for planning radiation therapy for prostate cancer', Medical Journal of Australia, 194, http://dx.doi.org/10.5694/j.1326-5377.2011.tb02939.x
    Journal articles | 2011
    Lambert J; Greer PB; Menk F; Patterson J; Parker J; Dahl K; Gupta S; Capp A; Wratten C; Tang C; Kumar M; Dowling J; Hauville S; Hughes C; Fisher K; Lau P; Denham JW; Salvado O, 2011, 'MRI-guided prostate radiation therapy planning: Investigation of dosimetric accuracy of MRI-based dose planning', Radiotherapy and Oncology, 98, pp. 330 - 334, http://dx.doi.org/10.1016/j.radonc.2011.01.012
    Journal articles | 2011
    2011, 'Conference abstracts', Australasian Physical & Engineering Sciences in Medicine, 34, pp. 105 - 166, http://dx.doi.org/10.1007/s13246-011-0056-6
    Journal articles | 2009
    Dowling J, 2009, 'Current and future prospects for optoelectronic retinal prostheses', Eye, 23, pp. 1999 - 2005, http://dx.doi.org/10.1038/eye.2008.385
    Journal articles | 2006
    2006, 'Journal of Imaging Science and Technology: From the editor', Journal of Imaging Science and Technology, 50, http://dx.doi.org/10.2352/J.ImagingSci.Technol.(2006)50:6(iii)
    Journal articles | 2005
    Dowling J, 2005, 'Artificial human vision', EXPERT REVIEW OF MEDICAL DEVICES, 2, pp. 73 - 85, http://dx.doi.org/10.1586/17434440.2.1.73
    Journal articles | 2005
    Dowling J, 2005, 'Artificial human vision', Expert Review of Medical Devices, 2, pp. 73 - 85, http://dx.doi.org/10.1586/17434440.2.1.73
  • Preprints | 2023
    2023, Anatomically-guided deconvolution of PET using directional total variation regularization, , http://dx.doi.org/10.1101/2023.04.23.23289004
    Preprints | 2023
    2023, Automatic Deep Learning-Based Pleural Effusion Segmentation in Lung Ultrasound Images, , http://dx.doi.org/10.21203/rs.3.rs-2486425/v1
    Conference Abstracts | 2022
    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
    Conference Papers | 2022
    2022, 'CSIRO at ImageCLEFmedical Caption 2022', in CEUR Workshop Proceedings, pp. 1455 - 1473
    Conference Papers | 2022
    2022, 'CSIRO at the ImageCLEFmed 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach', in CEUR Workshop Proceedings, pp. 1626 - 1640
    Conference Papers | 2022
    2022, 'Local quality assessment of patient specific synthetic-CT via voxel-wise analysis', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034622
    Conference Presentations | 2022
    2022, 'MO-0889 Validation and clinical impact of a novel hybrid cardiac substructure automatic segmentation method', Vol. 170, pp. S779 - S781, http://dx.doi.org/10.1016/s0167-8140(22)02455-0
    Conference Abstracts | 2022
    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
    Preprints | 2022
    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
    Preprints | 2022
    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
    Preprints | 2022
    2022, Improving Chest X-Ray Report Generation by Leveraging Warm-Starting, , http://dx.doi.org/10.48550/arxiv.2201.09405
    Conference Abstracts | 2021
    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
    Conference Papers | 2021
    2021, 'AEHRC CSIRO at ImageCLEFmed caption 2021', in CEUR Workshop Proceedings, pp. 1317 - 1328
    Conference Papers | 2021
    2021, 'Advanced Propulsion as a Cornerstone for Space Exploration and Interstellar Living', in Proceedings of the International Astronautical Congress, IAC
    Conference Abstracts | 2021
    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
    Conference Papers | 2021
    2021, 'Going deeper with brain morphometry using neural networks', in Proceedings - International Symposium on Biomedical Imaging, IEEE, pp. 711 - 715, presented at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 13 April 2021 - 16 April 2021, http://dx.doi.org/10.1109/ISBI48211.2021.9434039
    Conference Abstracts | 2021
    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
    Conference Papers | 2021
    2021, 'Spatial Characterization of errors in pseudo-CT generation for MRI-only radiotherapy', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S1408 - S1410, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000709667204179&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2021
    2021, 'Voxel-wise analysis for spatial characterisation of pseudo-ct errors in MRI-only radiotherapy planning', in Proceedings - International Symposium on Biomedical Imaging, IEEE, pp. 395 - 399, presented at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 13 April 2021 - 16 April 2021, http://dx.doi.org/10.1109/ISBI48211.2021.9433800
    Conference Papers | 2021
    2021, 'a probabilistic biological atlas for prostate cancer', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S417 - S418, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000709667201103&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Preprints | 2021
    2021, A Comparison of Techniques for PET Data-Driven Tracking of Head Motion, , http://dx.doi.org/10.21203/rs.3.rs-202051/v1
    Preprints | 2021
    2021, CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation, , http://dx.doi.org/10.48550/arxiv.2109.05443
    Conference Papers | 2020
    2020, 'Analysis of Cardiac Substructure Dosimetry in a Large, Multi-Centre Danish Breast Cancer Cohort: Trends and Predictive Modelling', in MEDICAL PHYSICS, WILEY, pp. E322 - E322, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000699823200217&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2020
    2020, 'MRI only based planning to decrease toxicity in prostate cancer IMRT/IGRT: a dosimetric study', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S798 - S799, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000648572703008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Preprints | 2020
    2020, Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation, , http://dx.doi.org/10.48550/arxiv.2006.15578
    Preprints | 2020
    2020, Going deeper with brain morphometry using neural networks, , http://dx.doi.org/10.48550/arxiv.2009.03303
    Preprints | 2020
    2020, Manipulating Medical Image Translation with Manifold Disentanglement, , http://dx.doi.org/10.48550/arxiv.2011.13615
    Conference Abstracts | 2019
    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
    Conference Abstracts | 2019
    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
    Conference Papers | 2019
    2019, 'Avoiding garbage in: A consensus workshop for refining gastric cancer radiotherapy atlas data', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, SINGAPORE, Singapore, pp. S20 - S21, presented at ESTRO Meets Asia Conference, SINGAPORE, Singapore, 06 December 2019 - 08 December 2019, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000558740600045&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Abstracts | 2019
    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
    Conference Abstracts | 2019
    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
    Conference Abstracts | 2019
    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
    Conference Abstracts | 2019
    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
    Conference Papers | 2019
    2019, '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', in Proceedings - International Symposium on Biomedical Imaging, IEEE, Venice, ITALY, pp. 1109 - 1113, presented at 16th IEEE International Symposium on Biomedical Imaging (ISBI), Venice, ITALY, 08 April 2019 - 11 April 2019, http://dx.doi.org/10.1109/ISBI.2019.8759278
    Conference Abstracts | 2019
    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
    Conference Abstracts | 2018
    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
    Conference Papers | 2018
    Jameson M; Dowling J; Faustino J; Cloak K; Sidhom M; Martin J; De Leon J; Berry M; Pryor D; Holloway L, 2018, 'TRAC: Automated atlas based machine learning QA of contouring accuracy for the PROMETHEUS trial', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, SPAIN, Barcelona, pp. S429 - S430, 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)31133-2
    Conference Papers | 2018
    2018, 'Can contouring probability maps be a predictor for prostate cancer treatment outcome and toxicity?', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, SPAIN, Barcelona, pp. S1186 - S1187, 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)32459-9
    Conference Papers | 2018
    2018, 'Comparison of synthetic CT generation algorithms for MRI-only radiation planning in the pelvic region', in 2018 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2018 - Proceedings, http://dx.doi.org/10.1109/NSSMIC.2018.8824321
    Conference Papers | 2018
    2018, 'Inter-observer contouring variation of multiple pelvic structures on CT and MR for prostate cancer', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, SPAIN, Barcelona, pp. S869 - S870, 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)31923-6
    Conference Papers | 2018
    2018, 'Spatial, Anatomically-Localized Mapping of Dose-Toxicity Associations Following Prostate Radiotherapy', in MEDICAL PHYSICS, WILEY, TN, Nashville, pp. E446 - E446, presented at 60th Annual Meeting of the American-Association-of-Physicists-in-Medicine, TN, Nashville, 29 July 2018 - 02 August 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000434978003119&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2018
    2018, 'Verification of Synthetic CT Scans for MRI-Only Prostate Treatment with EPID Transit Image Prediction', in MEDICAL PHYSICS, WILEY, TN, Nashville, pp. E655 - E655, presented at 60th Annual Meeting of the American-Association-of-Physicists-in-Medicine, TN, Nashville, 29 July 2018 - 02 August 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000434978005105&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2017
    Bell LR; Dowling JA; Pogson EM; Metcalfe P; Holloway L, 2017, 'Atlas-based segmentation technique incorporating inter-observer delineation uncertainty for whole breast', in Journal of Physics: Conference Series, http://dx.doi.org/10.1088/1742-6596/777/1/012002
    Conference Papers | 2017
    O'Connor L; Greer P; Dowling J; Martin J; Warren-Forward H; Richardson H; Best L, 2017, 'MRI Only Anal Canal, Rectum, Cervix and Endometrium Radiation Therapy Planning (MARVEL)', in ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, WILEY, pp. 24 - 24, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000413952600037&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2017
    2017, 'Inter-observer contouring similarity metrics, correlation with treatment outcome for prostate cancer', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S949 - S949, http://dx.doi.org/10.1016/S0167-8140(17)32260-0
    Conference Papers | 2017
    2017, 'Pseudo-CT generation by conditional inference random forest for MRI-based radiotherapy treatment planning', in 25th European Signal Processing Conference, EUSIPCO 2017, Kos, Greece, pp. 46 - 50, presented at 2017 25th European Signal Processing Conference (EUSIPCO), Kos, Greece, 28 August 2017 - 02 September 2017, http://dx.doi.org/10.23919/EUSIPCO.2017.8081166
    Conference Papers | 2016
    2016, 'An atlas based auto-contouring technique incorporating interobserver variation', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S897 - S897, http://dx.doi.org/10.1016/S0167-8140(16)33147-4
    Conference Papers | 2016
    2016, 'EPSM 2016, Engineering and Physical Sciences in Medicine : 6-10 November 2016, Sydney, Australia.', in Australas Phys Eng Sci Med, Netherlands, pp. 1045 - 1190, Netherlands, http://dx.doi.org/10.1007/s13246-016-0494-2
    Conference Papers | 2015
    Ghose S; Mitra J; Karunanithi M; Dowling J, 2015, 'Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring', in Studies in Health Technology and Informatics, pp. 62 - 67, http://dx.doi.org/10.3233/978-1-61499-558-6-62
    Conference Papers | 2015
    Ghose S; Mitra J; Khanna S; Dowling J, 2015, 'An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification Framework', in Studies in Health Technology and Informatics, pp. 56 - 61, http://dx.doi.org/10.3233/978-1-61499-558-6-56
    Conference Papers | 2015
    2015, 'Generation of density maps for dose calculations from MRI using atlas methods', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S11 - S12, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000688178300042&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2014
    Dowling J; Dang K; Fox CD; Chandra S; Gill S; Kron T; Pham D; Foroudi F, 2014, 'Fast cine-magnetic resonance imaging point tracking for prostate cancer radiation therapy planning', in Journal of Physics: Conference Series, http://dx.doi.org/10.1088/1742-6596/489/1/012027
    Conference Papers | 2014
    Dowling JA; Burdett N; Greer PB; Sun J; Parker J; Pichler P; Stanwell P; Chandra S; Rivest-Hénault D; Ghose S; Salvado O; Fripp J, 2014, 'Automatic Atlas Based Electron Density and Structure Contouring for MRI-based Prostate Radiation Therapy on the Cloud', in Journal of Physics: Conference Series, http://dx.doi.org/10.1088/1742-6596/489/1/012048
    Conference Papers | 2014
    Rivest-Hénault D; Dowson N; Greer P; Dowling J, 2014, 'Inverse-consistent rigid registration of CT and MR for MR-based planning and adaptive prostate radiation therapy', in Journal of Physics: Conference Series, http://dx.doi.org/10.1088/1742-6596/489/1/012039
    Conference Papers | 2014
    Rivest-Hénault D; Ghose S; Pluim JP W; Greer PB; Fripp J; Dowling JA, 2014, 'Fast multiatlas selection using composition of transformations for radiation therapy planning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 105 - 115, http://dx.doi.org/10.1007/978-3-319-13972-2_10
    Conference Papers | 2014
    Rivest-Hénault D; Greer P; Fripp J; Dowling J, 2014, 'Structure-guided nonrigid registration of CT-MR pelvis scans with large deformations in MR-based image guided radiation therapy', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 65 - 73, http://dx.doi.org/10.1007/978-3-319-05666-1_9
    Conference Papers | 2014
    2014, 'CT substitute derived from MRI for external beam prostate radiotherapy', in RADIOTHERAPY AND ONCOLOGY, ELSEVIER IRELAND LTD, pp. S135 - S135, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000688272900341&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2013
    Ghose S; Denham J; Ebert M; Kennedy A; Mitra J; Rose S; Dowling J, 2013, 'Multi-atlas and Gaussian mixture modeling based perirectal fat segmentation from CT images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 194 - 202, http://dx.doi.org/10.1007/978-3-642-41083-3_22
    Conference Papers | 2012
    Dimigen M; Vinod S; Borok N; Holloway L; Dowling J; Lim K, 2012, 'The Use of Cervical Cancer MRI Contouring Guidelines in Clinical Practice', in INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, ELSEVIER SCIENCE INC, MA, Boston, pp. S433 - S433, presented at 54th Annual Meeting of the American-Society-for-Radiation-Oncology (ASTRO), MA, Boston, 28 October 2012 - 31 October 2012, http://dx.doi.org/10.1016/j.ijrobp.2012.07.1147
    Conference Papers | 2012
    Whelan B; Kumar S; Dowling J; Lambert J; Lim K; Salvado O; Begg J; Greer P; Vinod S; Holloway L, 2012, 'Requirements for the Accuracy of Electron Density Data Planning for MRI Based Cervix Cancer Treatment Planning', in MEDICAL PHYSICS, AMER ASSOC PHYSICISTS MEDICINE AMER INST PHYSICS, NC, Charlotte, pp. 3694 - 3694, presented at 54th Annual Meeting and Exhibition of the American-Association-of-Physicists-in-Medicine (AAPM), NC, Charlotte, 29 July 2012 - 02 August 2012, http://dx.doi.org/10.1118/1.4735020
    Conference Papers | 2012
    2012, 'Requirements for the accuracy of electron density data planning for MRI based cervix cancer treatment planning', in Medical Physics, American Association Physicists Medicine American Inst P, Melville, NY, USA, pp. 39 (6):3694-3694; JUN 2012, presented at 55th Annual Meeting of the American Association of Physicists in Medicine, http://dx.doi.org/10.1118/1.4735020
    Conference Papers | 2011
    Chandra S; Dowling J; Shen K; Pluim J; Greer P; Salvado O; Fripp J, 2011, 'Automatic segmentation of the prostate in 3D magnetic resonance images using case specific deformable models', in Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011, pp. 7 - 12, http://dx.doi.org/10.1109/DICTA.2011.10
    Conference Papers | 2011
    Dowling JA; Fripp J; Chandra S; Pluim JP W; Lambert J; Parker J; Denham J; Greer PB; Salvado O, 2011, 'Fast automatic multi-atlas segmentation of the prostate from 3D MR images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 10 - 21, http://dx.doi.org/10.1007/978-3-642-23944-1_2
    Conference Papers | 2011
    Lambert J; Dowling J; Menk F; Parker J; Capp A; Denham J; Salvado O; Greer PB, 2011, 'SU‐D‐110‐05: MR‐Based Dose Calculation for Prostate Radiotherapy Using Atlas‐ Based Auto‐Segmentation', in Medical Physics, pp. 3387 - 3388, http://dx.doi.org/10.1118/1.3611541
    Conference Papers | 2010
    Acosta O; Dowling J; Cazoulat G; Simon A; Salvado O; De Crevoisier R; Haigron P, 2010, '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', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 42 - 51, http://dx.doi.org/10.1007/978-3-642-15989-3_6
    Conference Papers | 2010
    Dowling J; Lambert J; Parker J; Fripp J; Denham JW; Wratten C; Capp A; Tang C; Bourgeat P; Salvado O; Greer PB, 2010, 'Sci—Sat AM(1): Planning — 05: Feasibility of Atlas‐Based Organ Segmentation and Electron Density Mapping for MRI‐Based Prostate Radiation Therapy Planning', in Medical Physics, pp. 3907, http://dx.doi.org/10.1118/1.3476205
    Conference Papers | 2010
    Dowling J; Lambert J; Parker J; Greer PB; Fripp J; Denham J; Ourselin S; Salvado O, 2010, 'Automatic MRI atlas-based external beam radiation therapy treatment planning for prostate cancer', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 25 - 33, http://dx.doi.org/10.1007/978-3-642-15989-3_4
    Conference Papers | 2010
    Futterer JJ, 2010, 'Prostate Cancer MR Imaging', in Madabhushi A; Dowling J; Yan PK; Fenster A; Abolmaesumi P; Hata N (eds.), PROSTATE CANCER IMAGING: COMPUTER-AIDED DIAGNOSIS, PROGNOSIS, AND INTERVENTION, SPRINGER-VERLAG BERLIN, PEOPLES R CHINA, Beijing, pp. 1 - 3, presented at International Workshop on Prostate Cancer Imaging, PEOPLES R CHINA, Beijing, 24 September 2010, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000286796700001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2010
    Tomaszewski JE, 2010, 'HistoCAD: Machine Facilitated Quantitative Histoimaging with Computer Assisted Diagnosis', in Madabhushi A; Dowling J; Yan PK; Fenster A; Abolmaesumi P; Hata N (eds.), PROSTATE CANCER IMAGING: COMPUTER-AIDED DIAGNOSIS, PROGNOSIS, AND INTERVENTION, SPRINGER-VERLAG BERLIN, PEOPLES R CHINA, Beijing, pp. 63 - 65, presented at International Workshop on Prostate Cancer Imaging, PEOPLES R CHINA, Beijing, 24 September 2010, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000286796700008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Dowling J; Bourgeat P; Raffelt D; Fripp J; Greer PB; Patterson J; Denham J; Gupta S; Tang C; Stanwell P; Ourselin S; Salvado O, 2009, 'Nonrigid correction of interleaving artefacts in pelvic MRI', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, http://dx.doi.org/10.1117/12.812460
    Conference Papers | 2008
    Dowling J; Planitz BM; Maeder AJ; Du J; Pham B; Boyd C; Chen S; Bradley AP; Crozier S, 2008, 'A comparison of DCT and DWT block based watermarking on medical image quality', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 454 - 466, http://dx.doi.org/10.1007/978-3-540-92238-4_35
    Conference Papers | 2008
    Maeder A; Dowling J; Nguyen A; Brunton E; Nguyen P, 2008, 'Assuring authenticity of digital mammograms by image watermarking', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 204 - 211, http://dx.doi.org/10.1007/978-3-540-70538-3_29
    Conference Papers | 2007
    Dowling JA; Planitz BM; Maeder AJ; Jiang D; Pham B; Boyd C; Shaokang C; Bradley AP; Crozier S, 2007, 'Visual quality assessment of watermarked medical images', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, http://dx.doi.org/10.1117/12.707571
    Conference Papers | 2006
    Dowling J; Boles W; Maeder A, 2006, 'A display framework for presenting information from a visual prosthesis', in 13th Annual International Conference on Mechatronics and Machine Vision in Practice 2006, pp. 230 - 235
    Conference Papers | 2006
    2006, 'Simulated Artificial Human Vision: The Effects of Spatial Resolution and Frame Rate on Mobility', in Li Y; Looi M; Zhong N (eds.), Frontiers in Artificial Intelligence and Applications, IOS PRESS, Queensland Univ Technol, Brisbane, AUSTRALIA, pp. 138 - 143, presented at 4th International Conference on Active Media Technology, Queensland Univ Technol, Brisbane, AUSTRALIA, 07 June 2006 - 09 June 2006, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000243592900022&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2005
    2005, 'Mobility assessment using simulated Artificial Human Vision', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, IEEE, presented at 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops, http://dx.doi.org/10.1109/CVPR.2005.494
    Conference Papers | 2004
    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