By Associate Professor Lois Holloway

Journal articles

Anees A; Field M; Holloway L, 2024, 'A neural network-based vertical federated learning framework with server integration', Engineering Applications of Artificial Intelligence, 138, http://dx.doi.org/10.1016/j.engappai.2024.109276

Chin V; Chlap P; Finnegan R; Hau E; Ong A; Ma X; Descallar J; Otton J; Holloway L; Delaney GP; Vinod SK, 2024, 'Cardiac Substructure Dose and Survival in Stereotactic Radiotherapy for Lung Cancer: Results of the Multi-Centre SSBROC Trial', Clinical Oncology, 36, pp. 642 - 650, http://dx.doi.org/10.1016/j.clon.2024.07.005

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, 47, pp. 919 - 928, http://dx.doi.org/10.1007/s13246-024-01415-y

Huang X; Field M; Vinod S; Ball H; Batumalai V; Keall P; Holloway L, 2024, 'Radiotherapy protocol compliance in routine clinical practice for patients with stages I–III non-small-cell lung cancer', Journal of Medical Imaging and Radiation Oncology, 68, pp. 729 - 739, http://dx.doi.org/10.1111/1754-9485.13727

Chlap P; Min H; Dowling J; Field M; Cloak K; Leong T; Lee M; Chu J; Tan J; Tran P; Kron T; Sidhom M; Wiltshire K; Keats S; Kneebone A; Haworth A; Ebert MA; Vinod SK; Holloway L, 2024, 'Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets', Computerized Medical Imaging and Graphics, 116, http://dx.doi.org/10.1016/j.compmedimag.2024.102403

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

Brown R; Holloway L; Lau A; Lim K; Moodaley P; Metcalfe P; Do V; Cutajar D; Walker A, 2024, 'Potential anatomical triggers for plan adaptation of cervical cancer external beam radiotherapy', Physical and Engineering Sciences in Medicine, http://dx.doi.org/10.1007/s13246-024-01473-2

Chlap P; Min H; Sidhom M; Martin J; Whitehead A; Moore A; Dowling J; Haworth A; Ebert MA; Vinod SK; Holloway L, 2024, '1554: Automated contour quality assurance: Implementation and impact in the TROG18.01 NINJA Clinical Trial', Radiotherapy and Oncology, 194, pp. S2917 - S2919, http://dx.doi.org/10.1016/s0167-8140(24)01927-3

Deshpande S; Chlap P; Finnegan R; Mouiee DA; Chin V; Vinod S; Holloway L, 2024, '1666: Deep learning-based breast cancer nodal structure segmentations: Clinical evaluation and QA', Radiotherapy and Oncology, 194, pp. S3068 - S3071, http://dx.doi.org/10.1016/s0167-8140(24)02025-5

Alam FI; Field M; Mouiee DA; Chlap P; Delaney GP; Vinod S; Kumar S; Cui J; Haidar A; Chin V; Sykes J; Ashworth S; Ahern V; Stuart K; Bailey M; Gandhidasan S; Selvaraj J; Ramachandran P; Holloway L, 2024, '2167: Streamlining Radiotherapy Structure Nomenclature: A Multimodal Feature Learning Approach', Radiotherapy and Oncology, 194, pp. S4524 - S4528, http://dx.doi.org/10.1016/s0167-8140(24)02420-4

Brown R; Walker A; Lim K; Vinod S; Do V; O'Connor C; Veera J; Borok N; Metcalfe P; Cutajar D; Holloway L, 2024, '458: Radiomic feature reproducibility for cervix MRI: impact of number of observers and patient datasets', Radiotherapy and Oncology, 194, pp. S4968 - S4970, http://dx.doi.org/10.1016/s0167-8140(24)01074-0

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

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