By Associate Professor Lois Holloway

Journal articles

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

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

Trivedi S; Tang S; Byth K; Lo Q; Otton J; Holloway L; Liney G; Delaney G; Batumalai V; Koh E; Thomas L, 2020, '014 Regional Cardiac Dysfunction Determined by Radiation Dose in Patients With Breast Cancer: A Longitudinal Follow-Up Study', Heart, Lung and Circulation, 29, pp. S43 - S44, http://dx.doi.org/10.1016/j.hlc.2020.09.021

Brink C; Bernchou U; Bertelsen A; Hansen O; Schytte T; Holloway L; Van Herk M; Johnson-Hart C; Price GJ; Aznar MC; McWilliam A; Faivre-Finn C; Hansen C, 2020, 'PH-0650: External validation of survival of lung cancer patients due to setup uncertainties towards the heart', Radiotherapy and Oncology, 152, pp. S360 - S361, http://dx.doi.org/10.1016/s0167-8140(21)00672-1

Roberts NF; Patterson E; Jelen U; Causer T; Holloway L; Liney G; Lerch M; Rosenfeld AB; Cutajar D; Oborn BM; Metcalfe P, 2019, 'Experimental characterization of magnetically focused electron contamination at the surface of a high-field inline MRI-linac', Medical Physics, 46, pp. 5780 - 5789, http://dx.doi.org/10.1002/mp.13847

Begg J; Alnaghy SJ; Causer T; Alharthi T; George A; Glaubes L; Dong B; Goozee G; Keall P; Jelen U; Liney G; Holloway L, 2019, 'Technical Note: Experimental characterization of the dose deposition in parallel MRI-linacs at various magnetic field strengths', Medical Physics, 46, pp. 5152 - 5158, http://dx.doi.org/10.1002/mp.13767

Roberts NF; Williams M; Holloway L; Metcalfe P; Oborn BM, 2019, '4D Monte Carlo dose calculations for pre-treatment quality assurance of VMAT SBRT: A phantom-based feasibility study', Physics in Medicine and Biology, 64, pp. 21nt01, http://dx.doi.org/10.1088/1361-6560/ab3fd0

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

Madden L; Archer J; Li E; Jelen U; Dong B; Roberts N; Holloway L; Rosenfeld A, 2019, 'First measurements with a plastic scintillation dosimeter at the Australian MRI-LINAC', Physics in Medicine and Biology, 64, pp. 175015, http://dx.doi.org/10.1088/1361-6560/ab324b

Alnaghy SJ; Causer T; Gargett M; Roberts N; Petasecca M; Oborn BM; Rosenfeld AB; Holloway L; Metcalfe P, 2019, 'A feasibility study for high-resolution silicon array detector performance in the magnetic field of a permanent magnet system', Medical Physics, 46, pp. 4224 - 4232, http://dx.doi.org/10.1002/mp.13686

Back to profile page