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Neuroimaging biomarkers derived from EEG and fMRI provide critical insight into the mechanisms and variability of NIBS-induced neuroplasticity, and integrating these biomarkers into a unified framework enables stratification of patients and supports the development of precision neuromodulation strategies in stroke reha...
UBIX can reduce their contribution to the bag-level predictions, improving reliability without retraining on new data, and potentially increases the applicability of artificial intelligence models to data from other scanners than the ones for which they were developed.
An interdisciplinary network of influencing factors is derived that makes explicit the dependencies between consistency mechanisms, organizational and technical conditions, and key agility outcomes such as responsiveness, transparency, and the realizability of development increments.
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