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Tina Toni · SciRah

Researcher profile · Semantic Scholar

Tina Toni

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Tina Toni — researcher profile on SciRah

h-index: 16
Works: 23
Citations: 3,179

Most-cited papers

Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems
Tina Toni, D. Welch, N. Strelkowa, Andreas Ipsen +1 more
2009Journal of the Royal Society Interface1,699 citations Open access
Semantic Scholar
Simulation-based model selection for dynamical systems in systems and population biology
Tina Toni, M. Stumpf
2009Bioinform.307 citations Open access
Semantic Scholar
Managing membrane stress: the phage shock protein (Psp) response, from molecular mechanisms to physiology.
N. Joly, C. Engl, G. Jovanovic, M. Huvet +4 more
2010FEMS Microbiology Reviews236 citations Open access
Semantic Scholar
A Framework for Parameter Estimation and Model Selection from Experimental Data in Systems Biology Using Approximate Bayesian Computation
Juliane Liepe, P. Kirk, Sarah Filippi, Tina Toni +2 more
2014Nature Protocols232 citations Open access
Semantic Scholar
ABC-SysBio—approximate Bayesian computation in Python with GPU support
Juliane Liepe, C. Barnes, E. Cule, K. Erguler +3 more
2010Bioinform.164 citations Open access
Semantic Scholar
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
Razvan V. Marinescu, N. Oxtoby, A. Young, E. Bron +92 more
2020Machine Learning for Biomedical Imaging71 citations Open access
Semantic Scholar
Designing attractive models via automated identification of chaotic and oscillatory dynamical regimes
D. Silk, P. Kirk, C. Barnes, Tina Toni +4 more
2011Nature Communications66 citations Open access
Semantic Scholar
The Evolution of the Phage Shock Protein Response System: Interplay between Protein Function, Genomic Organization, and System Function
M. Huvet, Tina Toni, Xia Sheng, T. Thorne +5 more
2010Molecular biology and evolution65 citations Open access
Semantic Scholar
Combined Model of Intrinsic and Extrinsic Variability for Computational Network Design with Application to Synthetic Biology
Tina Toni, B. Tidor
2013PLoS Comput. Biol.62 citations Open access
Semantic Scholar
Model Selection in Systems Biology Depends on Experimental Design
D. Silk, P. Kirk, C. Barnes, Tina Toni +1 more
2014PLoS Comput. Biol.61 citations Open access
Semantic Scholar
The ABC of reverse engineering biological signalling systems.
M. Secrier, Tina Toni, M. Stumpf
2009Molecular Biosystems56 citations
Semantic Scholar
Parameter inference for biochemical systems that undergo a Hopf bifurcation.
P. Kirk, Tina Toni, M. Stumpf
2008Biophysical Journal33 citations Open access
Semantic Scholar
From qualitative data to quantitative models: analysis of the phage shock protein stress response in Escherichia coli
Tina Toni, G. Jovanovic, M. Huvet, M. Buck +1 more
2011BMC Systems Biology30 citations Open access
Semantic Scholar
Elucidating the in vivo phosphorylation dynamics of the ERK MAP kinase using quantitative proteomics data and Bayesian model selection.
Tina Toni, Yu-ichi Ozaki, P. Kirk, Shinya Kuroda +1 more
2012Molecular Biosystems26 citations
Semantic Scholar
Parameter inference and model selection in signaling pathway models.
Tina Toni, M. Stumpf
2009Methods in molecular biology22 citations Open access
Semantic Scholar
Systems Pharmacology of the NGF Signaling Through p75 and TrkA Receptors
Tina Toni, P. Dua, P. Van Der Graaf
2014CPT: Pharmacometrics & Systems Pharmacology19 citations Open access
Semantic Scholar
Model-based evolutionary analysis: the natural history of phage-shock stress response.
M. Huvet, Tina Toni, H. Tan, G. Jovanovic +3 more
2009Biochemical Society Transactions15 citations
Semantic Scholar
Tutorial on ABC rejection and ABC SMC for parameter estimation and model selection
Tina Toni, M. Stumpf
20099 citations
Semantic Scholar
Approximate Bayesian computation for parameter inference and model selection in systems biology
Tina Toni
20108 citations
Semantic Scholar
ABC SMC for parameter estimation and model selection with applications in systems biology
Tina Toni
20112 citations Open access
Semantic Scholar
The Machinery of Life
Tina Toni
2010Human Genomics1 citations Open access
Semantic Scholar
Inference of Signalling Pathway Models
Tina Toni, Juliane Liepe, M. Stumpf
20110 citations
Semantic Scholar
Approximate Bayesian inference and model selection in systems biology
Tina Toni
20100 citations
Semantic Scholar

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