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View article: Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data
Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data Open
The objective of this study is to evaluate machine learning algorithms aimed at predicting surgical treatment outcomes in groups of patients with temporal lobe epilepsy (TLE) using only the structural brain connectome. Specifically, the br…
View article: Reproducibility of the Structural Brain Connectome Derived from Diffusion Tensor Imaging
Reproducibility of the Structural Brain Connectome Derived from Diffusion Tensor Imaging Open
Anatomical factors and tractography approaches can influence the reproducibility of the structural connectome and should be factored in the interpretation of future studies. Our results demonstrate that connectome mapping is a largely repr…
View article: Success of Anomia Treatment in Aphasia Is Associated With Preserved Architecture of Global and Left Temporal Lobe Structural Networks
Success of Anomia Treatment in Aphasia Is Associated With Preserved Architecture of Global and Left Temporal Lobe Structural Networks Open
Background and Objective. Targeted speech therapy can lead to substantial naming improvement in some subjects with anomia following dominant-hemisphere stroke. We investigated whether treatment-induced improvement in naming is associated w…
View article: Individual variability in the anatomical distribution of nodes participating in rich club structural networks
Individual variability in the anatomical distribution of nodes participating in rich club structural networks Open
With recent advances in computational analyses of structural neuroimaging, it is possible to comprehensively map neural connectivity, i.e., the brain connectome. The architectural organization of the connectome is believed to play an impor…
View article: The brain connectome as a personalized biomarker of seizure outcomes after temporal lobectomy
The brain connectome as a personalized biomarker of seizure outcomes after temporal lobectomy Open
Individual variations in connectome topography, combined with presurgical clinical data, may be used as biomarkers to better estimate surgical outcomes in patients with TLE.
View article: Gray Matter Axonal Connectivity Maps
Gray Matter Axonal Connectivity Maps Open
Structural brain connectivity is generally assessed through methods that rely on pre-defined regions of interest (e.g., Brodmann's areas), thus preventing analyses that are largely free from a priori anatomical assumptions. Here, we introd…