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- W4311597869 abstract "Traditionally, in neuroimaging, model-free analyses are used to find significant differences between brain states via signal detection theory. Depending on the a priori assumptions about the underlying data, different spatio-temporal features can be analysed. Alternatively, model-based techniques infer features from the data and compare significance from model parameters. However, to assess transitions from one brain state to another remains a challenge in current paradigms. Here, we introduce a Dynamic Sensitivity Analysis framework that quantifies transitions between brain states in terms of stimulation ability to rebalance spatio-temporal brain activity towards a target state such as healthy brain dynamics. In practice, it means building a whole-brain model fitted to the spatio-temporal description of brain dynamics, and applying systematic stimulations in-silico to assess the optimal strategy to drive brain dynamics towards a target state. Further, we show how Dynamic Sensitivity Analysis extends to various brain stimulation paradigms, ultimately contributing to improving the efficacy of personalised clinical interventions." @default.
- W4311597869 created "2022-12-27" @default.
- W4311597869 creator A5003980225 @default.
- W4311597869 creator A5030160648 @default.
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- W4311597869 creator A5043559110 @default.
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- W4311597869 creator A5058914493 @default.
- W4311597869 creator A5073642716 @default.
- W4311597869 creator A5091490801 @default.
- W4311597869 date "2023-01-01" @default.
- W4311597869 modified "2023-10-18" @default.
- W4311597869 title "Dynamic sensitivity analysis: Defining personalised strategies to drive brain state transitions via whole brain modelling" @default.
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