By Associate Professor Jason Dowling

Journal articles

Samarasinghe G; Jameson M; Vinod S; Field M; Dowling J; Sowmya A; Holloway L, 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

Ghandourh W; Dowling J; Chlap P; Oar A; Jacob S; Batumalai V; Holloway L, 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

Tsai CH; van der Burgt J; Vukovic D; Kaur N; Demi L; Canty D; Wang A; Royse A; Royse C; Haji K; Dowling J; Chetty G; Fontanarosa D, 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

Finnegan R; Lorenzen EL; Dowling J; Thwaites D; Delaney G; Brink C; Holloway L, 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

Buckley JG; Smith A; Sidhom M; Rai R; Liney GP; Dowling JA; Metcalfe PE; Holloway LC; Keall PJ; Smith B, 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

Finnegan RN; Orlandini L; Liao X; Yin J; Lang J; Dowling J; Fontanarosa D, 2021, 'Feasibility of using a novel automatic cardiac segmentation algorithm in the clinical routine of lung cancer patients', PLoS ONE, 16, http://dx.doi.org/10.1371/journal.pone.0245364

Buckley JG; Dowling JA; Sidhom M; Liney GP; Rai R; Metcalfe PE; Holloway LC; Keall PJ, 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

Otton J; Finnegan R; Dowling J, 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

Tahri S; Cadin C; Chourak H; Barateau A; Ribault S; Acosta O; Greer P; Dowling J; Lafond C; de Crevoisier R; Nunes J-C, 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

, 2021, 'EPSM 2020, Engineering and Physical Sciences in Medicine', Physical and Engineering Sciences in Medicine, 44, pp. 919 - 995, http://dx.doi.org/10.1007/s13246-021-01024-z

Chourak H; Barateau A; Cadin C; Lafond C; Nunes J; De Crevoiser R; Dowling J; Greer P; Acosta O, 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

Otton J; Finnegan R; Dowling J, 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

Finnegan R; Lorenzen EL; Dowling J; Jensen I; Berg M; Thomsen MS; Delaney GP; Koh ES; Thwaites D; Brink C; Offersen BV; Holloway L, 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

Dowling JA; O’Connor LM, 2020, 'Deformable image registration in radiation therapy', Journal of Medical Radiation Sciences, 67, pp. 257 - 259, http://dx.doi.org/10.1002/jmrs.446

Marcello M; Denham JW; Kennedy A; Haworth A; Steigler A; Greer PB; Holloway LC; Dowling JA; Jameson MG; Roach D; Joseph DJ; Gulliford SL; Dearnaley DP; Sydes MR; Hall E; Ebert MA, 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

Gholizadeh N; Simpson J; Ramadan S; Denham J; Lau P; Siddique S; Dowling J; Welsh J; Chalup S; Greer PB, 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

Marcello M; Denham JW; Kennedy A; Haworth A; Steigler A; Greer PB; Holloway LC; Dowling JA; Jameson MG; Roach D; Joseph DJ; Gulliford SL; Dearnaley DP; Sydes MR; Hall E; Ebert MA, 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

Zhang S; Yang S; Xu P; Xu Y; Zhou G; Ou X; Wu R; Lan M; Fontanarosa D; Dowling J; Wang X; Lin S; Yi JL; Sun Y; Hu C; Lang J, 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

Marcello M; Denham JW; Kennedy A; Haworth A; Steigler A; Greer PB; Holloway LC; Dowling JA; Jameson MG; Roach D; Joseph DJ; Gulliford SL; Dearnaley DP; Sydes MR; Hall E; Ebert MA, 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, pp. 1174, http://dx.doi.org/10.3389/fonc.2020.01174

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://arxiv.org/abs/2006.15578v4

Finnegan R; Lorenzen E; Dowling J; Holloway L; Thwaites D; Brink C, 2020, 'Localised delineation uncertainty for iterative atlas selection in automatic cardiac segmentation', Physics in Medicine and Biology, 65, http://dx.doi.org/10.1088/1361-6560/ab652a

Stephane K; Houssayni A; Cassard U; Barateau A; Duvergé L; Largent A; Acosta O; Nunes J; Messai T; Simon A; Dowling J; Perichon N; De Crevoisier R, 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

Largent A; Barateau A; Nunes JC; Mylona E; Castelli J; Lafond C; Greer PB; Dowling JA; Baxter J; Saint-Jalmes H; Acosta O; de Crevoisier R, 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

Choi JH; Lee D; O'Connor L; Chalup S; Welsh JS; Dowling J; Greer PB, 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

Dowling J; Rosenfeld A; Waldie J; Feain I, 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

Buckley JG; Rai R; Liney GP; Dowling JA; Holloway LC; Metcalfe PE; Keall PJ, 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

Kennedy A; Dowling J; Greer PB; Holloway L; Jameson MG; Roach D; Ghose S; Rivest-Hénault D; Marcello M; Ebert MA, 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

Finnegan R; Dowling J; Koh ES; Tang S; Otton J; Delaney G; Batumalai V; Luo C; Atluri P; Satchithanandha A; Thwaites D; Holloway L, 2019, 'Feasibility of multi-atlas cardiac segmentation from thoracic planning CT in a probabilistic framework', Physics in Medicine and Biology, 64, http://dx.doi.org/10.1088/1361-6560/ab0ea6

Veera J; Lim K; Dowling JA; O'Connor C; Holloway LC; Vinod SK, 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

Roach D; Holloway LC; Jameson MG; Dowling JA; Kennedy A; Greer PB; Krawiec M; Rai R; Denham J; De Leon J; Lim K; Berry ME; White RT; Bydder SA; Tan HT; Croker JD; McGrath A; Matthews J; Smeenk RJ; Ebert MA, 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

Largent A; Barateau A; Nunes JC; Lafond C; Greer PB; Dowling JA; Saint-Jalmes H; Acosta O; de Crevoisier R, 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

Greer P; Martin J; Sidhom M; Hunter P; Pichler P; Choi JH; Best L; Smart J; Young T; Jameson M; Afinidad T; Wratten C; Denham J; Holloway L; Sridharan S; Rai R; Liney G; Raniga P; Dowling J, 2019, 'A multi-center prospective study for implementation of an MRI-only prostate treatment planning workflow', Frontiers in Oncology, 9, pp. 826, http://dx.doi.org/10.3389/fonc.2019.00826

Gholizadeh N; Greer PB; Simpson J; Denham J; Lau P; Dowling J; Hondermarck H; Ramadan S, 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

De Leon J; Jameson MG; Rivest-Henault D; Keats S; Rai R; Arumugam S; Wilton L; Ngo D; Liney G; Moses D; Dowling J; Martin J; Sidhom M, 2019, 'Reduced motion and improved rectal dosimetry through endorectal immobilization for prostate stereotactic body radiotherapy', British Journal of Radiology, 92, http://dx.doi.org/10.1259/bjr.20190056

Martin J; Keall P; Siva S; Greer P; Christie D; Moore K; Dowling J; Pryor D; Chong P; McLeod N; Raman A; Lynam J; Smart J; Oldmeadow C; Tang CI; Murphy DG; Millar J; Tai KH; Holloway L; Reeves P; Hayden A; Lim T; Holt T; Sidhom M, 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

Largent A; Barateau A; Nunes J; Lafond C; Greer PB; Dowling JA; Baxter J; Saint-Jalmes H; Acosta O; de Crevoisier R, 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

Nunes J-C; Largent A; Barateau A; Lafond C; Greer PB; Dowling JA; Baxter J; Castelli J; Chajon É; Périchon N; Saint-Jalmes H; de Crevoisier R; Acosta O, 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

Dowling J; Yin J; Orlandini LC; Liao X; Finnegan R; Fontanarosa D, 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

Cloak K; Jameson MG; Lee M; Chu J; Tan J; Tran P; Chlap P; Dowling J; Leong T; Holloway L, 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

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

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

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

Young T; Thwaites D; Dowling J; Liney G; Rai R; Greer P; Holloway L, 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

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, pp. 035001, http://dx.doi.org/10.1088/1361-6560/aaa50c

Largent A; Barateau A; Nunes J; Lafond C; Greer PB; Dowling JA; Saint-Jalmes H; Acosta O; Crevoisier R, 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

Largent A; Barateau A; Nunes J-C; Lafond C; Greer P; Dowling J; Saint-Jalmes H; Acosta O; de Crevoisier R, 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

, 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

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

Gulliford SL; Ghose S; Ebert MA; Kennedy A; Dowling J; Mitra J; Joseph DJ; Denham JW, 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

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

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