A Multistructural Imaging Marker for Non-Invasive Lateralization of Temporal Lobe Epilepsy

Mahmoudi, Fariborz ;   Bagher-Ebadian, Hassan ;   Nazem-Zadeh, Mohammad-Reza ;   Elisevich, Kost V. ;   Schwalb, Jason ;   Soltanian-Zadeh, Hamid ;   Air, Ellen

Tags Data MiningMagnetic resonance imaging (MRI)Brain

This study investigates the predictive power of feature sets extracted from different brain structures for lateralization of the...

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Dynamic Default Mode Network Connectivity Diminished in Patients with Schizophrenia

Du, Yuhui ;   He, Hao ;   Wu, Lei ;   Yu, Qingbao ;   Sui, Jing ;   Calhoun, Vince

Tags BrainFunctional imaging (e.g. fMRI)Connectivity analysis

Recent works have shown that, even in resting state, functional networks undergo dynamic changes over short time. In this study, we describe...

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Estimating Function from Structure in Epileptics using Graph Diffusion Model

Abdelnour, Farras ;   Raj, Ashish ;   Dayan, Michael ;   Devinsky, Orrin ;   Thesen, Thomas

Tags Graphical models & methodsfMRI analysisFunctional imaging (e.g. fMRI)

The relationship between anatomic and resting state functional connectivity (FC) of large-scale brain networks has been of interest and has...

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Identifying Brain Dynamic Network States via GIG-ICA: Application on Schizophrenia, Bipolar and Schizoaffetive Disorders

Du, Yuhui ;   Pearlson, Godfrey ;   He, Hao ;   Wu, Lei ;   Chen, Jiayu ;   Calhoun, Vince

Tags BrainFunctional imaging (e.g. fMRI)Connectivity analysis

There has been increasing interest in brain dynamic functional networks revealed by resting-state fMRI data. We hypothesized that dynamic...

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Probabilistic One Class Learning for Automatic Detection of Multiple Sclerosis Lesions

Karpate, Yogesh ;   Commowick, Olivier ;   Barillot, Christian

Tags Pattern recognition and classificationMagnetic resonance imaging (MRI)Brain

This paper presents an automatic algorithm for the detection of multiple sclerosis lesions (MSL) from multi-sequence magnetic resonance...

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Sparse Canonical Correlation Analysis Reveals Correlated Patterns of Gray Matter Loss and White Matter Impairment in Alzheimer's Disease

Sui, Xiuchao ;   Li, Shaohua ;   Liu, Jieqiong ;   Zhang, Xinqing ;   Yu, Chunshui ;   Jiang, Tianzi

Tags Probabilistic and statistical models & methodsFunctional imaging (e.g. fMRI)Brain

Alzheimer's disease (AD) induces large-scale neuro-degeneration which may underlie various cognitive problems, and Mild cognitive impairment...

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