Reference : Initialisation of Deep Brain Stimulation Parameters with Multi-objective Optimisation...
Parts of books : Contribution to collective works
Engineering, computing & technology : Multidisciplinary, general & others
Computational Sciences
http://hdl.handle.net/10993/52608
Initialisation of Deep Brain Stimulation Parameters with Multi-objective Optimisation Using Imaging Data
English
Baniasadi, Mehri mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Control >]
Husch, Andreas mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Interventional Neuroscience >]
Proverbio, Daniele mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Control >]
fernandes arroteia, Isabel mailto [Centre Hospitalier de Luxembourg]
Hertel, Frank mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > >]
Goncalves, Jorge mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Systems Control >]
5-Apr-2022
Bildverarbeitung für die Medizin 2022
Springer
Yes
[en] Optimisation ; Deep Brain Stimulation ; Programming
[en] Following the deep brain stimulation (DBS) surgery, the stimulation parameters are manually tuned to reduce symptoms. This procedure can be timeconsuming, especially with directional leads. We propose an automated methodology to initialise contact configurations using imaging techniques. The goal is to maximise the electric field on the target while minimising the spillover, and the electric field on regions of avoidance. By superposing pre-computed electric fields, we solve the optimisation problem in less than a minute, much more efficient compared to finite element methods. Our method offers a robust and rapid solution, and it is expected to considerably reduce the time required for manual parameter tuning.
Fonds National de la Recherche - FnR
http://hdl.handle.net/10993/52608
10.1007/978-3-658-36932-3_62
https://doi.org/10.1007/978-3-658-36932-3_62
FnR ; FNR12548237 > Mehri Baniasadi > TreCoDBS > Personalised Tremor Control By Advanced Clinical Deep Brain Stimulation. > 01/11/2018 > 31/10/2022 > 2018

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