By Associate Professor Lois Holloway

Journal articles

Aly F; Hansen CR; Al Mouiee D; Sundaresan P; Haidar A; Vinod S; Holloway L, 2023, 'Outcome prediction models incorporating clinical variables for Head and Neck Squamous cell Carcinoma: A systematic review of methodological conduct and risk of bias', Radiotherapy and Oncology, 183, http://dx.doi.org/10.1016/j.radonc.2023.109629

Chin V; Finnegan RN; Chlap P; Otton J; Haidar A; Holloway L; Thwaites DI; Dowling J; Delaney GP; Vinod SK, 2023, 'Validation of a Fully Automated Hybrid Deep Learning Cardiac Substructure Segmentation Tool for Contouring and Dose Evaluation in Lung Cancer Radiotherapy', Clinical Oncology, 35, pp. 370 - 381, http://dx.doi.org/10.1016/j.clon.2023.03.005

Young T; Dowling J; Rai R; Liney G; Greer P; Thwaites D; Holloway L, 2023, 'Clinical validation of MR imaging time reduction for substitute/synthetic CT generation for prostate MRI-only treatment planning.', Phys Eng Sci Med, http://dx.doi.org/10.1007/s13246-023-01268-x

Lin P; Holloway L; Min M; Lee M; Fowler A, 2023, 'Prognostic and predictive values of baseline and mid-treatment FDG-PET in oropharyngeal carcinoma treated with primary definitive (chemo)radiation and impact of HPV status: Review of current literature and emerging roles.', Radiother Oncol, 184, pp. 109686, http://dx.doi.org/10.1016/j.radonc.2023.109686

Korte JC; Chin Z; Carr M; Holloway L; Franich R, 2023, 'Magnetic resonance biomarker assessment software (MR-BIAS): an automated open-source tool for the ISMRM/NIST system phantom', Physics in Medicine and Biology, 68, http://dx.doi.org/10.1088/1361-6560/acbcbb

Begg J; Jelen U; Moutrie Z; Oliver C; Holloway L; Brown R, 2023, 'ACPSEM position paper: dosimetry for magnetic resonance imaging linear accelerators', Physical and Engineering Sciences in Medicine, 46, pp. 1 - 17, http://dx.doi.org/10.1007/s13246-023-01223-w

Finnegan RN; Chin V; Chlap P; Haidar A; Otton J; Dowling J; Thwaites DI; Vinod SK; Delaney GP; Holloway L, 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

Haidar A; Field M; Batumalai V; Cloak K; Al Mouiee D; Chlap P; Huang X; Chin V; Aly F; Carolan M; Sykes J; Vinod SK; Delaney GP; Holloway L, 2023, 'Standardising Breast Radiotherapy Structure Naming Conventions: A Machine Learning Approach', Cancers, 15, pp. 564 - 564, http://dx.doi.org/10.3390/cancers15030564

Nigam R; Field M; Harris G; Barton M; Carolan M; Metcalfe P; Holloway L, 2023, 'Automated detection, delineation and quantification of whole-body bone metastasis using FDG-PET/CT images', Physical and Engineering Sciences in Medicine, http://dx.doi.org/10.1007/s13246-023-01258-z

Heinke MY; Holloway L; Rai R; Vinod SK, 2022, 'Repeatability of MRI for radiotherapy planning for pelvic, brain, and head and neck malignancies', Frontiers in Physics, 10, http://dx.doi.org/10.3389/fphy.2022.879707

Chan E; Martin P; Brighi C; Pillay S; Holloway L; Metcalfe P; Koh E-S, 2022, 'NIMG-75. REPEATABILITY OF MANUAL SEGMENTATION OF GLIOBLASTOMA ON MRI - QUALITY ASSURANCE FOR A QUANTITATIVE MRI RADIOMICS REPEATABILITY STUDY', Neuro-Oncology, 24, pp. vii182 - vii182, http://dx.doi.org/10.1093/neuonc/noac209.693

Rønn Hansen C; Price G; Field M; Sarup N; Zukauskaite R; Johansen J; Eriksen JG; Aly F; McPartlin A; Holloway L; Thwaites D; Brink C, 2022, 'Larynx cancer survival model developed through open-source federated learning', Radiotherapy and Oncology, 176, pp. 179 - 186, http://dx.doi.org/10.1016/j.radonc.2022.09.023

Begg J; Jelen U; Keall P; Liney G; Holloway L, 2022, 'Ion chamber magnetic field correction factors measured via microDiamond cross-calibration from a conventional linac to MRI-linac', Frontiers in Physics, 10, http://dx.doi.org/10.3389/fphy.2022.925890

Walker A; Chlap P; Causer T; Mahmood F; Buckley J; Holloway L, 2022, 'Development of a vendor neutral MRI distortion quality assurance workflow', Journal of Applied Clinical Medical Physics, 23, http://dx.doi.org/10.1002/acm2.13735

Field M; Thwaites DI; Carolan M; Delaney GP; Lehmann J; Sykes J; Vinod S; Holloway L, 2022, 'Infrastructure platform for privacy-preserving distributed machine learning development of computer-assisted theragnostics in cancer', Journal of Biomedical Informatics, 134, pp. 104181, http://dx.doi.org/10.1016/j.jbi.2022.104181

Zukauskaite R; Rumley CN; Hansen CR; Jameson MG; Trada Y; Johansen J; Gyldenkerne N; Eriksen JG; Aly F; Christensen RL; Lee M; Brink C; Holloway L, 2022, 'Delineation uncertainties of tumour volumes on MRI of head and neck cancer patients', Clinical and Translational Radiation Oncology, 36, pp. 121 - 126, http://dx.doi.org/10.1016/j.ctro.2022.08.005

Theophanous S; Lønne P-I; Choudhury A; Berbee M; Dekker A; Dennis K; Dewdney A; Gambacorta MA; Gilbert A; Guren MG; Holloway L; Jadon R; Kochhar R; Mohamed AA; Muirhead R; Parés O; Raszewski L; Roy R; Scarsbrook A; Sebag-Montefiore D; Spezi E; Spindler K-LG; van Triest B; Vassiliou V; Malinen E; Wee L; Appelt AL; atomCAT consortium , 2022, 'Development and validation of prognostic models for anal cancer outcomes using distributed learning: protocol for the international multi-centre atomCAT2 study.', Diagn Progn Res, 6, pp. 14, http://dx.doi.org/10.1186/s41512-022-00128-8

Martin P; Holloway L; Metcalfe P; Koh ES; Brighi C, 2022, 'Challenges in Glioblastoma Radiomics and the Path to Clinical Implementation', Cancers, 14, http://dx.doi.org/10.3390/cancers14163897

Hansen CR; Price G; Field M; Sarup N; Zukauskaite R; Johansen J; Eriksen JG; Aly F; McPartlin A; Holloway L; Thwaites D; Brink C, 2022, 'Open-source distributed learning validation for a larynx cancer survival model following radiotherapy', Radiotherapy and Oncology, 173, pp. 319 - 326, http://dx.doi.org/10.1016/j.radonc.2022.06.009

Tang S; Rai R; Vinod SK; Elwadia D; Forstner D; Moretti D; Tran T; Do V; King O; Lim K; Liney G; Goozee G; Holloway L, 2022, 'Rates of MRI simulator utilisation in a tertiary cancer therapy centre', Journal of Medical Imaging and Radiation Oncology, 66, pp. 717 - 723, http://dx.doi.org/10.1111/1754-9485.13422

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, pp. 879624, 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, 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

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 - 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

Back to profile page