Author

Ben Appleton

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

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Assay:electronic health records· 2 Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Aleksi Tukiainen· 2 shared Antonin BerthoniD· 2 shared Bret Patterson· 2 shared Elvijs SarkansiD· 2 shared Emil Hewage· 2 shared Guillaume LajoieiD· 2 shared Joel JenningsiD· 2 shared Jorin Mamen· 2 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersNeuroscience

Aleksi Tukiainen

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Author profile →

2 papers

Recent·Most cited

Using neural biomarkers to personalize dosing of vagus nerve stimulation

Antonin Berthon, Lorenz Wernisch, Myrta Stoukidi, Michael Thornton, Olivier Tessier-Lariviere, Pascal Fortier-Poisson, Jorin Mamen, Max Pinkney, Susannah Lee, Elvijs Sarkans, Luca A. Annecchino, Ben Appleton, P. J. Garsed, Bret Patterson, Samuel Gonshaw, , Oliver E. Armitage

This paper uses neural biomarkers to improve the precision and efficacy of vagus nerve stimulation by analyzing inter-subject variability and optimizing dosing procedures.

Bioelectronic Medicine · Jun 16, 2024Peer-reviewedNeuroscience

Online Bayesian Optimization of Nerve Stimulation

Lorenz Wernisch, Tristan Edwards, Antonin Berthon, Olivier Tessier-Lariviere, Elvijs Sarkans, Myrta Stoukidi, Pascal Fortier-Poisson, Max Pinkney, Michael Thornton, Catherine Hanley, Susannah Lee, Joel Jennings, Ben Appleton, Phillip Garsed, Bret Patterson, , Emil Hewage

This paper develops a Bayesian optimization framework for real-time neural stimulation parameter optimization, achieving personalized dosing with fewer stimulations and uncertainty-aware safety.

bioRxiv · Aug 30, 2023 · PreprintNeuroscience