By Associate Professor Lois Holloway

Journal articles

Brink C; Bernchou U; Bertelsen A; Hansen O; Schytte T; Hjelmborg JVB; Holloway L; van Herk M; Johnson-Hart C; Price GJ; Aznar MC; McWilliam A; Faivre-Finn C; Hansen CR, 2022, 'Causal relation between heart irradiation and survival of lung cancer patients after radiotherapy', Radiotherapy and Oncology, 172, pp. 126 - 133, http://dx.doi.org/10.1016/j.radonc.2022.05.002

Carr ME; Keenan KE; Rai R; Boss MA; Metcalfe P; Walker A; Holloway L, 2022, 'Conformance of a 3T radiotherapy MRI scanner to the QIBA Diffusion Profile', Medical Physics, 49, pp. 4508 - 4517, http://dx.doi.org/10.1002/mp.15645

Rai R; Barton MB; Chlap P; Liney G; Brink C; Vinod S; Heinke M; Trada Y; Holloway LC, 2022, 'Repeatability and reproducibility of magnetic resonance imaging-based radiomic features in rectal cancer', Journal of Medical Imaging, 9, http://dx.doi.org/10.1117/1.JMI.9.4.044005

Brighi C; Verburg N; Koh ES; Walker A; Chen C; Pillay S; de Witt Hamer PC; Aly F; Holloway LC; Keall PJ; Waddington DEJ, 2022, 'Repeatability of radiotherapy dose-painting prescriptions derived from a multiparametric magnetic resonance imaging model of glioblastoma infiltration', Physics and Imaging in Radiation Oncology, 23, pp. 8 - 15, http://dx.doi.org/10.1016/j.phro.2022.06.004

Madden L; Holloway L; Rosenfeld A; Li E, 2022, 'Fibre-Optic Dosimetry for MRI-LINACs: A Mini-Review', Frontiers in Physics, 10, http://dx.doi.org/10.3389/fphy.2022.879624

Begg J; Jelen U; Keall P; Liney G; Holloway L, 2022, 'Experimental characterisation of the magnetic field correction factor, k B →, for Roos chambers in a parallel MRI-linac', Physics in Medicine and Biology, 67, http://dx.doi.org/10.1088/1361-6560/ac66b8

Haidar A; Aly F; Holloway L, 2022, 'PDCP: A Set of Tools for Extracting, Transforming, and Loading Radiotherapy Data from the Orthanc Research PACS', Software, 1, pp. 215 - 222, http://dx.doi.org/10.3390/software1020009

Ghandourh W; Holloway L; Batumalai V; Chlap P; Field M; Jacob S, 2022, 'Optimal and actual rates of Stereotactic Ablative Body Radiotherapy (SABR) utilisation for primary lung cancer in Australia', Clinical and Translational Radiation Oncology, 34, pp. 7 - 14, http://dx.doi.org/10.1016/j.ctro.2022.03.001

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

Ghaffari M; Samarasinghe G; Jameson M; Aly F; Holloway L; Chlap P; Koh ES; Sowmya A; Oliver R, 2022, 'Automated post-operative brain tumour segmentation: A deep learning model based on transfer learning from pre-operative images', Magnetic Resonance Imaging, 86, pp. 28 - 36, http://dx.doi.org/10.1016/j.mri.2021.10.012

Kumar S; Holloway L; Boxer M; Yap ML; Chlap P; Moses D; Vinod S, 2022, 'Variability of gross tumour volume delineation: MRI and CT based tumour and lymph node delineation for lung radiotherapy', Radiotherapy and Oncology, 167, pp. 292 - 299, http://dx.doi.org/10.1016/j.radonc.2021.11.036

Finnegan RN; Reynolds HM; Ebert MA; Sun Y; Holloway L; Sykes JR; Dowling J; Mitchell C; Williams SG; Murphy DG; Haworth A, 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

Brighi C; Keall PJ; Holloway LC; Walker A; Whelan B; De Witt Hamer PC; Verburg N; Aly F; Chen C; Koh ES; Waddington DEJ, 2022, 'An investigation of the conformity, feasibility, and expected clinical benefits of multiparametric MRI-guided dose painting radiotherapy in glioblastoma', Neuro Oncology Advances, 4, http://dx.doi.org/10.1093/noajnl/vdac134

Pang S; Field M; Dowling J; Vinod S; Holloway L; Sowmya A, 2022, 'Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings', Artificial Intelligence in Medicine, 123, pp. 102230, http://dx.doi.org/10.1016/j.artmed.2021.102230

Lin P; Min M; Lai K; Lee M; Holloway L; Xuan W; Bray V; Fowler A; Lee CS; Yong J, 2021, 'Mid-treatment Fluorodeoxyglucose Positron Emission Tomography in Human Papillomavirus-related Oropharyngeal Squamous Cell Carcinoma Treated with Primary Radiotherapy: Nodal Metabolic Response Rate can Predict Treatment Outcomes', Clinical Oncology, 33, pp. e586 - e598, http://dx.doi.org/10.1016/j.clon.2021.07.011

Carr ME; Keenan KE; Rai R; Metcalfe P; Walker A; Holloway L, 2021, 'Determining the longitudinal accuracy and reproducibility of T1 and T2 in a 3T MRI scanner', Journal of Applied Clinical Medical Physics, 22, pp. 143 - 150, http://dx.doi.org/10.1002/acm2.13432

Min H; Dowling J; Jameson MG; Cloak K; Faustino J; Sidhom M; Martin J; Ebert MA; Haworth A; Chlap P; De Leon J; Berry M; Pryor D; Greer P; Vinod SK; Holloway L, 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

Holloway L; Bezak E; Baldock C, 2021, 'Artificial intelligence (AI) will enable improved diagnosis and treatment outcomes', Physical and Engineering Sciences in Medicine, 44, pp. 603 - 606, http://dx.doi.org/10.1007/s13246-021-01034-x

Ghandourh W; Batumalai V; Boxer M; Holloway L, 2021, 'Can reducing planning safety margins broaden the inclusion criteria for lung stereotactic ablative body radiotherapy?', Journal of Medical Radiation Sciences, 68, pp. 298 - 309, http://dx.doi.org/10.1002/jmrs.469

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

Arumugam S; Pavey D; Oar A; Holloway L; Sidhom M; Lee M, 2021, 'The first real-time intrafraction target position monitoring in pancreas SBRT on an Elekta linear accelerator', Physical and Engineering Sciences in Medicine, 44, pp. 625 - 638, http://dx.doi.org/10.1007/s13246-021-01007-0

Chlap P; Min H; Vandenberg N; Dowling J; Holloway L; Haworth A, 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

Wang YF; Tadimalla S; Hayden AJ; Holloway L; Haworth A, 2021, 'Artificial intelligence and imaging biomarkers for prostate radiation therapy during and after treatment', Journal of Medical Imaging and Radiation Oncology, 65, pp. 612 - 626, http://dx.doi.org/10.1111/1754-9485.13242

Thwaites D; Moses D; Haworth A; Barton M; Holloway L, 2021, 'Artificial intelligence in medical imaging and radiation oncology: Opportunities and challenges', Journal of Medical Imaging and Radiation Oncology, 65, pp. 481 - 485, http://dx.doi.org/10.1111/1754-9485.13275

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

Field M; Vinod S; Aherne N; Carolan M; Dekker A; Delaney G; Greenham S; Hau E; Lehmann J; Ludbrook J; Miller A; Rezo A; Selvaraj J; Sykes J; Holloway L; Thwaites D, 2021, 'Implementation of the Australian Computer-Assisted Theragnostics (AusCAT) network for radiation oncology data extraction, reporting and distributed learning', Journal of Medical Imaging and Radiation Oncology, 65, pp. 627 - 636, http://dx.doi.org/10.1111/1754-9485.13287

Field M; Hardcastle N; Jameson M; Aherne N; Holloway L, 2021, 'Machine learning applications in radiation oncology', Physics and Imaging in Radiation Oncology, 19, pp. 13 - 24, http://dx.doi.org/10.1016/j.phro.2021.05.007

Haidar A; Field M; Sykes J; Carolan M; Holloway L, 2021, 'PSPSO: A package for parameters selection using particle swarm optimization', Softwarex, 15, pp. 100706, http://dx.doi.org/10.1016/j.softx.2021.100706

Alharthi T; George A; Arumugam S; Holloway L; Thwaites D; Vial P, 2021, 'An investigation of the IQM signal variation and error detection sensitivity for patient specific pre-treatment QA', Physica Medica, 86, pp. 6 - 18, http://dx.doi.org/10.1016/j.ejmp.2021.05.005

Alharthi T; Vial P; Holloway L; Thwaites D, 2021, 'Intrinsic detector sensitivity analysis as a tool to characterize ArcCHECK and EPID sensitivity to variations in delivery for lung SBRT VMAT plans', Journal of Applied Clinical Medical Physics, 22, pp. 229 - 240, http://dx.doi.org/10.1002/acm2.13221

Brown E; Dundas K; Surjan Y; Miller D; Lim K; Boxer M; Ahern V; Papadatos G; Batumalai V; Harvey J; Lee D; Delaney GP; Holloway L, 2021, 'The effect of imaging modality (magnetic resonance imaging vs. computed tomography) and patient position (supine vs. prone) on target and organ at risk doses in partial breast irradiation', Journal of Medical Radiation Sciences, 68, pp. 157 - 166, http://dx.doi.org/10.1002/jmrs.453

Wang Y; Tadimalla S; Rai R; Goodwin J; Foster S; Liney G; Holloway L; Haworth A, 2021, 'Quantitative MRI: Defining repeatability, reproducibility and accuracy for prostate cancer imaging biomarker development', Magnetic Resonance Imaging, 77, pp. 169 - 179, http://dx.doi.org/10.1016/j.mri.2020.12.018

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

Madden L; Roberts N; Jelen U; Dong B; Holloway L; Metcalfe P; Rosenfeld A; Li E, 2021, 'In-line MRI-LINAC depth dose measurements using an in-house plastic scintillation dosimeter', Biomedical Physics and Engineering Express, 7, pp. 025012, http://dx.doi.org/10.1088/2057-1976/abe295

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

Gray A; Bawazeer O; Arumugam S; Vial P; Descallar J; Thwaites D; Holloway L, 2021, 'Evaluation of the ability of three commercially available dosimeters to detect systematic delivery errors in step-and-shoot IMRT plans', Reports of Practical Oncology and Radiotherapy, 26, pp. 793 - 803, http://dx.doi.org/10.5603/RpOR.a2021.0093

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

Trivedi SJ; Tang S; Byth K; Stefani L; Lo Q; Otton J; Jameson M; Tran D; Batumalai V; Holloway L; Delaney GP; Koh ES; Thomas L, 2021, 'Segmental cardiac radiation dose determines magnitude of regional cardiac dysfunction', Journal of the American Heart Association, 10, http://dx.doi.org/10.1161/JAHA.120.019476

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

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

Batumalai V; Burke S; Roach D; Lim K; Dinsdale G; Jameson M; Ochoa C; Veera J; Holloway L; Vinod S, 2020, 'Impact of dosimetric differences between CT and MRI derived target volumes for external beam cervical cancer radiotherapy', British Journal of Radiology, 93, http://dx.doi.org/10.1259/bjr.20190564

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

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

Rai R; Holloway LC; Brink C; Field M; Christiansen RL; Sun Y; Barton MB; Liney GP, 2020, 'Multicenter evaluation of MRI-based radiomic features: A phantom study', Medical Physics, 47, pp. 3054 - 3063, http://dx.doi.org/10.1002/mp.14173

Oar A; Lee M; Le H; Hruby G; Dalfsen R; Pryor D; Lee D; Chu J; Holloway L; Briggs A; Barbour A; Chander S; Ng SP; Samra J; Shakeshaft J; Goldstein D; Nguyen N; Goodman KA; Chang DT; Kneebone A, 2020, 'Australasian Gastrointestinal Trials Group (AGITG) and Trans-Tasman Radiation Oncology Group (TROG) Guidelines for Pancreatic Stereotactic Body Radiation Therapy (SBRT)', Practical Radiation Oncology, 10, pp. e136 - e146, http://dx.doi.org/10.1016/j.prro.2019.07.018

Madden L; Archer J; Li E; Jelen U; Dong B; Holloway L; Rosenfeld A, 2020, 'MRI-LINAC beam profile measurements using a plastic scintillation dosimeter.', Physica Medica, 73, pp. 111 - 116, http://dx.doi.org/10.1016/j.ejmp.2020.04.016

Alnaghy SJ; Causer T; Roberts N; Oborn B; Jelen U; Dong B; Gargett M; Begg J; Liney G; Petasecca M; Rosenfeld AB; Holloway L; Metcalfe P, 2020, 'High resolution silicon array detector implementation in an inline MRI-linac', Medical Physics, 47, pp. 1920 - 1929, http://dx.doi.org/10.1002/mp.14016

Bell L; Holloway L; Bruheim K; Petrič P; Kirisits C; Tanderup K; Pötter R; Vinod S; Lim K; Pogson E; Metcalfe P; Hellebust TP, 2020, 'Dose planning variations related to delineation variations in MRI-guided brachytherapy for locally advanced cervical cancer', Brachytherapy, 19, pp. 146 - 153, http://dx.doi.org/10.1016/j.brachy.2020.01.002

Shan S; Liney GP; Tang F; Li M; Wang Y; Ma H; Weber E; Walker A; Holloway L; Wang Q; Wang D; Liu F; Crozier S, 2020, 'Geometric distortion characterization and correction for the 1.0 T Australian MRI-linac system using an inverse electromagnetic method', Medical Physics, 47, pp. 1126 - 1138, http://dx.doi.org/10.1002/mp.13979

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