Alexander P Browning

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Matthew J SimpsonQueensland University of TechnologyVerified email at qut.edu.au
Ruth BakerUniversity of OxfordVerified email at maths.ox.ac.uk
kevin burrageProfessor Computational Mathematics, Queensland University of TechnologyVerified email at qut.edu.au
Jesse SharpQueensland University of TechnologyVerified email at qut.edu.au
Nikolas K. HaassProfessor for Cutaneous OncologyVerified email at uq.edu.au
Ryan J MurphyLecturer in Mathematical Sciences, University of South AustraliaVerified email at unisa.edu.au
David WarneSenior Lecturer in Statistical Data Science, Queensland University of TechnologyVerified email at qut.edu.au
Michael PlankProfessor of Applied Mathematics, University of CanterburyVerified email at canterbury.ac.nz
Adrianne JennerQueensland University of TechnologyVerified email at qut.edu.au
Oliver J. MaclarenUniversity of AucklandVerified email at maths.ox.ac.uk
Christopher DrovandiProfessor of Statistics, Queensland University of TechnologyVerified email at qut.edu.au
Philip MainiProfessor of Mathematical BiologyVerified email at maths.ox.ac.uk
Scott W McCueProfessor of Applied Mathematics, Queensland University of TechnologyVerified email at qut.edu.au
Rachelle BinnyLandcare Research - Manaaki WhenuaVerified email at landcareresearch.co.nz
Professor Maria WoodruffQueensland University of TechnologyVerified email at qut.edu.au
Pascal R BuenzliSchool of Mathematical Sciences, Queensland University of TechnologyVerified email at qut.edu.au
Heiko EnderlingProfessor, Radiation Oncology, Inst. for Data Science, MD Anderson Cancer Center, Houston, TX, USAVerified email at mdanderson.org
Helen ByrneUniversity of OxfordVerified email at maths.ox.ac.uk
Sara HamisUppsala UniversityVerified email at it.uu.se
Carles FalcóDPhil Student, University of OxfordVerified email at maths.ox.ac.uk

Alexander P Browning

University of Melbourne

Verified email at unimelb.edu.au - Homepage

Individual Based Models Mathematical Biology Stochastic Differential Equations Inference Optimal


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Identifiability analysis for stochastic differential equation models in systems biology AP Browning, DJ Warne, K Burrage, RE Baker, MJ Simpson Journal of the Royal Society Interface 17 (173), 20200652, 2020	99	2020
Parameter identifiability and model selection for sigmoid population growth models MJ Simpson, AP Browning, DJ Warne, OJ Maclaren, RE Baker Journal of theoretical biology 535, 110998, 2022	65	2022
Quantitative analysis of tumour spheroid structure AP Browning, JA Sharp, RJ Murphy, G Gunasingh, B Lawson, K Burrage, ... Elife 10, e73020, 2021	64	2021
Inferring parameters for a lattice-free model of cell migration and proliferation using experimental data AP Browning, SW McCue, RN Binny, MJ Plank, ET Shah, MJ Simpson Journal of Theoretical Biology 437, 251-260, 2018	49	2018
A Bayesian sequential learning framework to parameterise continuum models of melanoma invasion into human skin AP Browning, P Haridas, M Simpson Bulletin of Mathematical Biology 81, 676-698, 2019	43	2019
Optimal control of acute myeloid leukaemia JA Sharp, AP Browning, T Mapder, K Burrage, MJ Simpson Journal of Theoretical Biology 470, 30-42, 2019	36	2019
Designing and interpreting 4D tumour spheroid experiments RJ Murphy, AP Browning, G Gunasingh, NK Haass, MJ Simpson Communications Biology 5 (1), 91, 2022	34	2022
Model-based data analysis of tissue growth in thin 3D printed scaffolds AP Browning, OJ Maclaren, PR Buenzli, M Lanaro, MC Allenby, ... Journal of Theoretical Biology 528, 110852, 2021	29	2021
A stochastic mathematical model of 4D tumour spheroids with real-time fluorescent cell cycle labelling JJ Klowss, AP Browning, RJ Murphy, EJ Carr, MJ Plank, G Gunasingh, ... Journal of the Royal Society Interface 19 (189), 20210903, 2022	28	2022
A Bayesian computational approach to explore the optimal duration of a cell proliferation assay AP Browning, SW McCue, MJ Simpson Bulletin of Mathematical Biology 79 (8), 1888-1906, 2017	28	2017
Designing combination therapies using multiple optimal controls JA Sharp, AP Browning, T Mapder, CM Baker, K Burrage, MJ Simpson Journal of Theoretical Biology 497, 110277, 2020	26	2020
Persistence as an optimal hedging strategy AP Browning, JA Sharp, T Mapder, CM Baker, K Burrage, MJ Simpson Biophysical Journal, 2021	23	2021
Reversible signal transmission in an active mechanical metamaterial AP Browning, FG Woodhouse, MJ Simpson Proceedings of the Royal Society A: Mathematical Physical and Engineering …, 2019	18	2019
Parameter estimation and uncertainty quantification using information geometry JA Sharp, AP Browning, K Burrage, MJ Simpson Journal of the Royal Society Interface 19 (189), 20210940, 2022	17	2022
Profile likelihood analysis for a stochastic model of diffusion in heterogeneous media MJ Simpson, AP Browning, C Drovandi, EJ Carr, OJ Maclaren, RE Baker Proceedings of the Royal Society A 477 (2250), 20210214, 2021	17	2021
Identifying density-dependent interactions in collective cell behaviour AP Browning, W Jin, MJ Plank, MJ Simpson Journal of The Royal Society Interface 17 (165), 20200143, 2020	17	2020
Geometric analysis enables biological insight from complex non-identifiable models using simple surrogates AP Browning, MJ Simpson PLoS Computational Biology 19 (1), e1010844, 2023	14	2023
Efficient inference and identifiability analysis for differential equation models with random parameters AP Browning, C Drovandi, IW Turner, AL Jenner, MJ Simpson PLOS Computational Biology 18 (11), e1010734, 2022	11	2022
Predicting radiotherapy patient outcomes with real-time clinical data using mathematical modelling AP Browning, TD Lewin, RE Baker, PK Maini, EG Moros, J Chaudell, ... Bulletin of Mathematical Biology 86 (2), 19, 2024	10*	2024
Three-dimensional experiments and individual based simulations show that cell proliferation drives melanoma nest formation in human skin tissue P Haridas, AP Browning, J McGovern, S McElwain, M Simpson BMC Systems Biology 12 (1), 34, 2018	10	2018

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