Author

Tristan Edwards

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

Signature Assays, Organisms & Methods

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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 Ben Appleton· 2 shared Bret Patterson· 2 shared Elvijs SarkansiD· 2 shared Emil Hewage· 2 shared Guillaume LajoieiD· 2 shared Joel JenningsiD· 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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2 papers

Recent·Most cited

NeuroscienceBioelectronic MedicinePeer-reviewedJun 16, 2024

Using neural biomarkers to personalize dosing of vagus nerve stimulation

Antonin Berthon, Lorenz Wernisch, Myrta Stoukidi…·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.

14 citations

electronic health recordsstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintAug 30, 2023

Online Bayesian Optimization of Nerve Stimulation

Lorenz Wernisch, Tristan Edwards, Antonin Berthon…·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.

1 citation

electronic health recordsBayesian inference

𝕏 PostBluesky