Michael Douglass
School of Physics, Chemistry and Earth Sciences
Faculty of Sciences, Engineering and Technology
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Appointments
Date Position Institution name 2019 - ongoing Medical Physics Coordinator University of Adelaide 2014 - ongoing Affiliate Associate Lecturer University of Adelaide -
Education
Date Institution name Country Title 2010 - 2014 University of Adelaide Australia PhD 2009 - 2009 University of Adelaide Australia Bachelor of Science (Honours) 2006 - 2008 University of Adelaide Australia Bachelor of Science (Space Science and Astrophysics) -
Research Interests
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Journals
Year Citation 2024 Kennedy, A. C., Douglass, M. J. J., & Santos, A. M. C. (2024). A robust evaluation of 49 high-dose-rate prostate brachytherapy treatment plans including all major uncertainties. Journal of Applied Clinical Medical Physics, 25(2), 11 pages.
Scopus1 Europe PMC12023 Douglass, M., Gorayski, P., Patel, S., & Santos, A. (2023). Synthetic cranial MRI from 3D optical surface scans using deep learning for radiation therapy treatment planning. Physical and Engineering Sciences in Medicine, 46(1), 367-375.
Scopus5 WoS1 Europe PMC12023 Kennedy, A. C., Douglass, M. J. J., & Santos, A. M. C. (2023). Being certain about uncertainties: a robust evaluation method for high-dose-rate prostate brachytherapy treatment plans including the combination of uncertainties. Physical and Engineering Sciences in Medicine, 46(3), 1115-1130.
Scopus6 Europe PMC22022 Bridger, C. A., Reich, P. D., Caraça Santos, A. M., & Douglass, M. J. J. (2022). A dosimetric comparison of CT- and photogrammetry- generated 3D printed HDR brachytherapy surface applicators. Physical and Engineering Sciences in Medicine, 45(1), 125-134.
Scopus7 WoS3 Europe PMC22022 Douglass, M. J. J. (2022). Can optical scanning technologies replace
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for
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printed medical devices in radiation oncology?. Journal of Medical Radiation Sciences, 69(2), 139-142.
Scopus8 WoS4 Europe PMC22021 Douglass, M., Austin, A., Penfold, S., & Nguyen, G. T. (2021). Individualised selection of left‐sided breast cancer patients for proton therapy based on cost‐effectiveness. Journal of Medical Radiation Sciences, 68(1), 44-51.
Scopus9 WoS5 Europe PMC82021 Keal, J., Santos, A., Penfold, S., & Douglass, M. (2021). Radiation Dose Calculation in 3D Heterogeneous Media Using Artificial Neural Networks.. Medical physics, 48(5), 2637-2645.
Scopus7 WoS4 Europe PMC52021 Bridger, C. A., Douglass, M. J. J., Reich, P. D., & Santos, A. M. C. (2021). Evaluation of camera settings for photogrammetric reconstruction of humanoid phantoms for EBRT bolus and HDR surface brachytherapy applications.. Physical and engineering sciences in medicine, 44(2), 457-471.
Scopus9 WoS5 Europe PMC52021 Douglass, M. J. J. (2021). Johns and Cunningham's The Physics of Radiology, Fifth edition. PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE, 44(2), 595-597.
2021 Douglass, M. J. J., & Keal, J. A. (2021). DeepWL: Robust EPID based Winston-Lutz analysis using deep learning, synthetic image generation and optical path-tracing. Physica Medica, 89, 306-316.
Scopus5 WoS3 Europe PMC22020 Peukert, D., Kempson, I., Douglass, M., & Bezak, E. (2020). Gold nanoparticle enhanced proton therapy: A Monte Carlo simulation of the effects of proton energy, nanoparticle size, coating material and coating thickness on dose and radiolysis yield.. Medical physics, 47(2), 651-661.
Scopus29 WoS20 Europe PMC162020 Austin, A., Douglass, M., Nguyen, G., & Penfold, S. (2020). Patient selection for proton therapy: A radiobiological fuzzy Markov model incorporating robust plan analysis. Australasian Physical and Engineering Sciences in Medicine, 43(2), 493-503.
Scopus4 WoS4 Europe PMC32020 Peukert, D., Kempson, I., Douglass, M., & Bezak, E. (2020). Modelling Spatial Scales of Dose Deposition and Radiolysis Products from Gold Nanoparticle Sensitisation of Proton Therapy in A Cell: From Intracellular Structures to Adjacent Cells.. Int J Mol Sci, 21(12), 1-19.
Scopus6 WoS6 Europe PMC32020 Douglass, M. J. (2020). Book Review: Hands-on Machine Learning with Scikit-Learn, Keras, and Tensorflow, by Aurélien Géron. Physical and Engineering Sciences in Medicine, 43(3), 1135-1136.
WoS132019 Forster, J. C., Douglass, M. J. J., Phillips, W. M., & Bezak, E. (2019). Stochastic multicellular modeling of x-ray irradiation, DNA damage induction, DNA free-end misrejoining and cell death. Scientific Reports, 9(1), 18888.
Scopus12 WoS9 Europe PMC52019 Peukert, D., Incerti, S., Kempson, I., Douglass, M., Karamitros, M., Baldacchino, G., & Bezak, E. (2019). Validation and investigation of reactive species yields of Geant4-DNA chemistry models. Medical Physics, 46(2), 983-998.
Scopus23 WoS22 Europe PMC132019 Turnbull, T., Douglass, M., Williamson, N. H., Howard, D., Bhardwaj, R., Lawrence, M., . . . Kempson, I. M. (2019). Cross-correlative single-cell analysis reveals biological mechanisms of nanoparticle radiosensitization. ACS Nano, 13(5), 5077-5090.
Scopus43 WoS42 Europe PMC192019 Douglass, M., & Santos, A. (2019). Application of Optical Photogrammetry in Radiation Oncology: HDR Surface Mold Brachytherapy. Brachytherapy, 18(5), 689-700.
Scopus15 WoS7 Europe PMC62019 Dylan, P., Kempson, I., Douglass, M., & Bezak, E. (2019). Gold Nanoparticle Enhanced Proton Therapy: Monte Carlo Modeling of Reactive Species' Distributions Around a Gold Nanoparticle and the Effects of Nanoparticle Proximity and Clustering. International Journal of Molecular Sciences, 20(17), 1-22.
Scopus28 WoS19 Europe PMC172019 Austin, A. M., Douglass, M. J. J., Nguyen, G. T., Dalfsen, R., Le, H., Gorayski, P., . . . Penfold, S. N. (2019). Cost-effectiveness of proton therapy in treating base of skull chordoma. Australasian Physical and Engineering Sciences in Medicine, 42(4), 1091-1098.
Scopus6 WoS2 Europe PMC42018 Peukert, D., Kempson, I., Douglass, M., & Bezak, E. (2018). Metallic nanoparticle radiosensitisation of ion radiotherapy: a review. Physica Medica, 47, 121-128.
Scopus57 WoS42 Europe PMC192018 Douglass, M. (2018). Eric J. Hall and Amato J. Giaccia: Radiobiology for the radiologist. Australasian Physical & Engineering Sciences in Medicine, 41(4), 1129-1130.
2018 Forster, J., Douglass, M., Phillips, W., & Bezak, E. (2018). Monte Carlo Simulation of the Oxygen Effect in DNA Damage Induction by Ionizing Radiation. Radiation Research, 190(3), 248-261.
Scopus17 WoS15 Europe PMC82017 Forster, J. C., Douglass, M. J. J., Harriss-Phillips, W. M., & Bezak, E. (2017). Development of an in silico stochastic 4D model of tumor growth with angiogenesis. Medical Physics, 44(4), 1563-1576.
Scopus6 WoS6 Europe PMC32017 Forster, J. C., Harriss-Phillips, W. M., Douglass, M. J., & Bezak, E. (2017). A review of the development of tumor vasculature and its effects on the tumor microenvironment. Hypoxia, 5, 21-32.
WoS183 Europe PMC1272017 Turnbull, T., Douglass, M., Bezak, E., Thierry, B., & Kempson, I. (2017). An image processing application for quantitative cross-correlative microscopy for large cell-populations: a gold nanoparticle radiosensitisation study. Powder Diffraction, 32(S2), S33-S37.
Scopus2 WoS12017 Forster, J., Douglass, M., Harriss-Phillips, W., & Bezak, E. (2017). Simulation of head and neck cancer oxygenation and doubling time in a 4D cellular model with angiogenesis. Scientific Reports, 7(1), 11 pages.
Scopus7 WoS7 Europe PMC42017 Austin, A. M., Douglass, M. J. J., Nguyen, G. T., & Penfold, S. N. (2017). A radiobiological Markov simulation tool for aiding decision making in proton therapy referral. Physica Medica, 44, 72-82.
Scopus18 WoS16 Europe PMC72016 Incerti, S., Douglass, M., Penfold, S., Guatelli, S., & Bezak, E. (2016). Review of Geant4-DNA applications for micro and nanoscale simulations. Physica Medica, 32(10), 1187-1200.
Scopus107 WoS91 Europe PMC282015 Douglass, M., Bezak, E., & Penfold, S. (2015). Development of a radiation track structure clustering algorithm for the prediction of DNA DSB yields and radiation induced cell death in Eukaryotic cells. Physics in Medicine and Biology, 60(8), 3217-3236.
Scopus12 WoS11 Europe PMC72015 Douglass, M., Penfold, S., & Bezak, E. (2015). Preliminary investigation of microdosimetric track structure physics models in Geant4-DNA and RITRACKS. Computational and Mathematical Methods in Medicine, 2015, 968429-1-968429-8.
Scopus5 WoS5 Europe PMC12015 Turnbull, T., Douglass, M., Paterson, D., Bezak, E., Thierry, B., & Kempson, I. (2015). Relating intercellular variability in nanoparticle uptake with biological consequence: a quantitative x-ray fluorescence study for radiosensitization of cells. Analytical Chemistry, 87(21), 10693-10697.
Scopus14 WoS13 Europe PMC42013 Douglass, M., Bezak, E., & Penfold, S. (2013). Monte Carlo investigation of the increased radiation deposition due to gold nanoparticles using kilovoltage and megavoltage photons in a 3D randomized cell model. Medical Physics, 40(7), 1-9.
Scopus92 WoS74 Europe PMC332012 Douglass, M., Bezak, E., & Penfold, S. (2012). Development of a randomized 3D cell model for Monte Carlo microdosimetry simulations. Medical Physics, 39(6), 3509-3519.
Scopus28 WoS22 Europe PMC12 -
Conference Papers
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Theses
Year Citation 2014 Douglass, M. J. (2014). Development of an Integrated Stochastic Radiobiological Model for Electromagnetic Particle Interactions in a 4D Cellular Geometry. (PhD Thesis, University of Adelaide). -
Preprint
Year Citation 2024 Kennedy, A. C., Douglass, M. J. J., & Santos, A. M. C. (2024). Implementation of a robust optimisation genetic algorithm for HDR prostate brachytherapy including all major uncertainties.
DOI2024 Kennedy, A. C., Douglass, M. J. J., Gowda, R. V., & Santos, A. M. C. (2024). A robust optimisation genetic algorithm for HDR prostate brachytherapy including all major uncertainties II: Algorithm evaluation on 49 patients.
DOI2024 Kennedy, A. C., Douglass, M. J. J., Gowda, R., & Santos, A. M. C. (2024). A robust optimisation genetic algorithm for HDR prostate brachytherapy including all major uncertainties II: Algorithm evaluation on 49 patients.
DOI2024 Kennedy, A., Douglass, M., & Santos, A. (2024). A robust optimisation genetic algorithm for HDR prostate brachytherapy including all major uncertainties I: Algorithm implementation.
DOI
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Current Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2020 Principal Supervisor How does the current image quality test and tolerance compare to the capabilities of modern fluoroscopic equipment? Master of Philosophy Master Part Time Ms Megan Agnes McGibbons 2019 Principal Supervisor Applications in Photogrammetry and Radiation Oncology Doctor of Philosophy Doctorate Part Time Mr Corey Bridger -
Past Higher Degree by Research Supervision (University of Adelaide)
Date Role Research Topic Program Degree Type Student Load Student Name 2021 - 2024 Co-Supervisor Robust Evaluation and Optimisation for Treatment Planning in High-Dose-Rate Prostate Brachytherapy Doctor of Philosophy Doctorate Full Time Mr Andrew Kennedy 2019 - 2022 Co-Supervisor Assessment of Adaptive Radiotherapy Workflows for Head and Neck Cancer Master of Philosophy Master Part Time Mr George Antoniou 2016 - 2019 Co-Supervisor A radiobiological Markov model for aiding decision making in proton therapy referral Doctor of Philosophy Doctorate Full Time Miss Annabelle Mary Austin 2015 - 2018 Co-Supervisor Spatio-Temporal, Multicellular and Monte Carlo Track-Based Model of Radiotherapy In Silico Doctor of Philosophy Doctorate Full Time Dr Jake Forster -
Other Supervision Activities
Date Role Research Topic Location Program Supervision Type Student Load Student Name 2016 - 2020 Co-Supervisor Metallic Nanoparticle Radiosensitisation of Proton Radiotherapy University of South Australia Doctor of Philosophy Doctorate Full Time Dylan Peukert
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Committee Memberships
Date Role Committee Institution Country 2018 - ongoing Member ACPSEM Particle Therapy Working Group ACPSEM Australia
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