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[HTML][HTML] Computational neuroimaging strategies for single patient predictions
Neuroimaging increasingly exploits machine learning techniques in an attempt to achieve
clinically relevant single-subject predictions. An alternative to machine learning, which tries …
clinically relevant single-subject predictions. An alternative to machine learning, which tries …
fMRI functional connectivity applied to adolescent neurodevelopment
The exponential rise in the number of functional brain connectivity studies, particularly those
examining intrinsic functional connectivity (iFC) at rest, and the promises of this work for …
examining intrinsic functional connectivity (iFC) at rest, and the promises of this work for …
[HTML][HTML] A guide to group effective connectivity analysis, part 1: First level analysis with DCM for fMRI
Abstract Dynamic Causal Modelling (DCM) is the predominant method for inferring effective
connectivity from neuroimaging data. In the 15 years since its introduction, the neural …
connectivity from neuroimaging data. In the 15 years since its introduction, the neural …
[PDF][PDF] SPM12 manual
This chapter focuses on the imaging (or distributed) method for implementing EEG/MEG
source reconstruction in SPM. This approach results in a spatial projection of sensor data …
source reconstruction in SPM. This approach results in a spatial projection of sensor data …
Resting state functional MRI in Parkinson's disease: the impact of deep brain stimulation on 'effective'connectivity
Depleted of dopamine, the dynamics of the parkinsonian brain impact on both 'action'and
'resting'motor behaviour. Deep brain stimulation has become an established means of …
'resting'motor behaviour. Deep brain stimulation has become an established means of …
Task-dependent functional and effective connectivity during conceptual processing
Conceptual knowledge is central to cognition. Previous neuroimaging research indicates
that conceptual processing involves both modality-specific perceptual-motor areas and …
that conceptual processing involves both modality-specific perceptual-motor areas and …
How networks communicate: propagation patterns in spontaneous brain activity
Initially regarded as 'noise', spontaneous (intrinsic) activity accounts for a large portion of the
brain's metabolic cost. Moreover, it is now widely known that infra-slow (less than 0.1 Hz) …
brain's metabolic cost. Moreover, it is now widely known that infra-slow (less than 0.1 Hz) …
The epileptic network of Lennox-Gastaut syndrome: cortically driven and reproducible across age
Objective To identify brain regions underlying interictal generalized paroxysmal fast activity
(GPFA), and their causal interactions, in children and adults with Lennox-Gastaut syndrome …
(GPFA), and their causal interactions, in children and adults with Lennox-Gastaut syndrome …
Changes in task-based effective connectivity in language networks following rehabilitation in post-stroke patients with aphasia
In this study, we examined regions in the left and right hemisphere language network that
were altered in terms of the underlying neural activation and effective connectivity …
were altered in terms of the underlying neural activation and effective connectivity …
Disentangling causal webs in the brain using functional magnetic resonance imaging: A review of current approaches
In the past two decades, functional Magnetic Resonance Imaging (fMRI) has been used to
relate neuronal network activity to cognitive processing and behavior. Recently this …
relate neuronal network activity to cognitive processing and behavior. Recently this …