Select Publications

Journal articles

Chin V; Finnegan RN; Chlap P; Holloway L; Thwaites DI; Otton J; Delaney GP; Vinod SK, 2024, 'Dosimetric Impact of Delineation and Motion Uncertainties on the Heart and Substructures in Lung Cancer Radiotherapy', Clinical Oncology, 36, pp. 420 - 429, http://dx.doi.org/10.1016/j.clon.2024.04.002

Field M; Vinod S; Delaney GP; Aherne N; Bailey M; Carolan M; Dekker A; Greenham S; Hau E; Lehmann J; Ludbrook J; Miller A; Rezo A; Selvaraj J; Sykes J; Thwaites D; Holloway L, 2024, 'Federated Learning Survival Model and Potential Radiotherapy Decision Support Impact Assessment for Non–small Cell Lung Cancer Using Real-World Data', Clinical Oncology, 36, pp. e197 - e208, http://dx.doi.org/10.1016/j.clon.2024.03.008

Le Bao V; Haworth A; Dowling J; Walker A; Arumugam S; Jameson M; Chlap P; Wiltshire K; Keats S; Cloak K; Sidhom M; Kneebone A; Holloway L, 2024, 'Evaluating the relationship between contouring variability and modelled treatment outcome for prostate bed radiotherapy', Physics in Medicine and Biology, 69, http://dx.doi.org/10.1088/1361-6560/ad3325

Leung SN; Chandra SS; Lim K; Young T; Holloway L; Dowling JA, 2024, 'Automatic segmentation of tumour and organs at risk in 3D MRI for cervical cancer radiation therapy with anatomical variations', Physical and Engineering Sciences in Medicine, http://dx.doi.org/10.1007/s13246-024-01415-y

Trada Y; Keall P; Jameson M; Moses D; Lin P; Chlap P; Holloway L; Min M; Forstner D; Fowler A; Lee MT, 2023, 'Changes in serial multiparametric MRI and FDG-PET/CT functional imaging during radiation therapy can predict treatment response in patients with head and neck cancer', European Radiology, 33, pp. 8788 - 8799, http://dx.doi.org/10.1007/s00330-023-09843-2

Chen C; Martin P; Koh E-S; Brighi C; Aly F; Rai R; Holloway L; Metcalfe P; Pillay S, 2023, 'NIMG-21. SERIAL QUANTITATIVE MRI RADIOMICS SIGNATURE FOR PREDICTION OF SURVIVAL IN GLIOBLASTOMA – A PILOT STUDY', Neuro-Oncology, 25, pp. v189 - v189, http://dx.doi.org/10.1093/neuonc/noad179.0717

Min H; Dowling J; Jameson MG; Cloak K; Faustino J; Sidhom M; Martin J; Cardoso M; Ebert MA; Haworth A; Chlap P; de Leon J; Berry M; Pryor D; Greer P; Vinod SK; Holloway L, 2023, 'Clinical target volume delineation quality assurance for MRI-guided prostate radiotherapy using deep learning with uncertainty estimation', Radiotherapy and Oncology, 186, http://dx.doi.org/10.1016/j.radonc.2023.109794

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', Physical and Engineering Sciences in Medicine, 46, pp. 1015 - 1021, 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', Radiotherapy and Oncology, 184, http://dx.doi.org/10.1016/j.radonc.2023.109686

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, 46, pp. 851 - 863, http://dx.doi.org/10.1007/s13246-023-01258-z

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

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, http://dx.doi.org/10.3390/cancers15030564

Chin V; Finnegan R; Chlap P; Holloway L; Thwaites D; Otton J; Delaney G; Vinod S, 2023, 'OC-0944 Dosimetric impact of auto-mapping heart contour and motion uncertainty in lung cancer radiotherapy', Radiotherapy and Oncology, 182, pp. S792 - S793, http://dx.doi.org/10.1016/s0167-8140(23)08770-4

Chin V; Chlap P; Finnegan R; Hau E; Ong A; Ma X; Holloway L; Delaney G; Vinod S, 2023, 'PD-0158 Cardiac dose and survival in stereotactic lung radiotherapy: results of multi-centre SSBROC trial', Radiotherapy and Oncology, 182, pp. S119 - S120, http://dx.doi.org/10.1016/s0167-8140(23)08802-3

Aly F; Hansen CR; Al Mouiee D; Sundaresan P; Haidar A; Vinod S; Holloway L, 2023, 'PO-1236 Systematic review of the methodological conduct of Head and Neck SCC outcome prediction models', Radiotherapy and Oncology, 182, pp. S989 - S991, http://dx.doi.org/10.1016/s0167-8140(23)09233-2

Deshpande S; Chlap P; Finnegan R; Al Mouiee D; Holloway L; Lim K; Do V, 2023, 'PO-1633 Clinical evaluation of deep learning-based nodal structures segmentation for gynecological cancers', Radiotherapy and Oncology, 182, pp. S1329 - S1330, http://dx.doi.org/10.1016/s0167-8140(23)66548-x

Chlap P; Al Mouiee D; Deshpande S; Finnegan R; Cui J; Chin V; Holloway L, 2023, 'PO-1696 Pydicer: An open-source tool for conversion and analysis of radiotherapy imaging data', Radiotherapy and Oncology, 182, pp. S1407 - S1408, http://dx.doi.org/10.1016/s0167-8140(23)66611-3

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; Field M, 2022, 'Development and validation of prognostic models for anal cancer outcomes using distributed learning: protocol for the international multi-centre atomCAT2 study', Diagnostic and Prognostic Research, 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, 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


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