Huafu Chen

TL;DR: It is demonstrated for the first time that idiopathic generalized epilepsy is reflected in a disrupted topological organization in large-scale brain functional and structural networks, thus providing valuable information for better understanding the pathophysiological mechanisms of generalized tonic-clonic seizures.

TL;DR: The results suggest that the decreased functional connectivity within the DMN in mTLE may be a consequence of the decreased connection density underpinning the degeneration of structural connectivity.

TL;DR: Volume loss was revealed in the right superior temporal gyrus, right middle temporal Gyrus, and right anterior cingulate gyrus among antipsychotic-naive first-episode schizophrenia patients and the functional networks involving the right inferior temporal g Cyrus and middle temporalGyrus were associated with clinical symptom severity and abnormalities in resting state connectivity with regions of identified gray matter deficits.

TL;DR: The findings indicate that the DMN is widely affected even if a single network node is impaired, and suggests that the widespread functional impairments in mTLE may attribute to an aberrant DMN.

TL;DR: This work proposes a novel multi-task feature selection method that treats feature selection from each modality as a separate task and further impose a constraint for preserving the inter-modality relationship, besides separately enforcing the sparseness of the selected features from eachmodality.