Machine Learning Classification of Neuropsychiatric Systemic Lupus Erythematosus patients using resting-state fMRI functional connectivity

2019 IEEE International Conference on Imaging Systems and Techniques (IST) ◽

10.1109/ist48021.2019.9010078 ◽

2019 ◽

Author(s):

N. J. Simos ◽

G. C. Manikis ◽

E. Papadaki ◽

E. Kavroulakis ◽

G. Bertsias ◽

...

Keyword(s):

Machine Learning ◽

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Lupus Erythematosus ◽

Resting State ◽

Resting State Fmri ◽

Systemic Lupus ◽

Machine Learning Classification ◽

Neuropsychiatric Systemic Lupus Erythematosus

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Abnormal amplitude of low frequency fluctuation and functional connectivity in non-neuropsychiatric systemic lupus erythematosus: a resting-state fMRI study

Neuroradiology ◽

10.1007/s00234-018-2138-6 ◽

2019 ◽

Vol 61 (3) ◽

pp. 331-340 ◽

Author(s):

Hong Yu ◽

Xiang Qiu ◽

Yu-qing Zhang ◽

Yan Deng ◽

Mao-yuan He ◽

...

Keyword(s):

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Lupus Erythematosus ◽

Resting State ◽

Low Frequency ◽

Resting State Fmri ◽

Frequency Fluctuation ◽

Systemic Lupus ◽

Neuropsychiatric Systemic Lupus Erythematosus ◽

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Cortical thickness reductions associate with abnormal resting-state functional connectivity in non-neuropsychiatric systemic lupus erythematosus

Brain Imaging and Behavior ◽

10.1007/s11682-017-9729-4 ◽

2017 ◽

Vol 12 (3) ◽

pp. 674-684 ◽

Author(s):

Chen Niu ◽

Xiangliang Tan ◽

Xiaojin Liu ◽

Kai Han ◽

Meiqi Niu ◽

...

Keyword(s):

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Cortical Thickness ◽

Lupus Erythematosus ◽

Resting State ◽

Resting State Functional Connectivity ◽

Systemic Lupus ◽

Neuropsychiatric Systemic Lupus Erythematosus

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Machine learning classification of resting state functional connectivity predicts smoking status

Frontiers in Human Neuroscience ◽

10.3389/fnhum.2014.00425 ◽

2014 ◽

Vol 8 ◽

Author(s):

Vani Pariyadath ◽

Elliot A. Stein ◽

Thomas J. Ross

Keyword(s):

Machine Learning ◽

Functional Connectivity ◽

Resting State ◽

Smoking Status ◽

Resting State Functional Connectivity ◽

Machine Learning Classification

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Decreased Coupling Between Functional Connectivity Density and Amplitude of Low Frequency Fluctuation in Non-Neuropsychiatric Systemic Lupus Erythematosus: a Resting-Stage Functional MRI Study

Molecular Neurobiology ◽

10.1007/s12035-016-0050-9 ◽

2016 ◽

Vol 54 (7) ◽

pp. 5225-5235 ◽

Author(s):

Xiao Dong Zhang ◽

Xiao Lu Jiang ◽

Zhen Cheng ◽

Yan Zhou ◽

Qiang Xu ◽

...

Keyword(s):

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Functional Mri ◽

Lupus Erythematosus ◽

Low Frequency ◽

Frequency Fluctuation ◽

Systemic Lupus ◽

Functional Connectivity Density ◽

Neuropsychiatric Systemic Lupus Erythematosus ◽

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Research on Machine Learning Classification of Mild Traumatic Brain Injury Patients Using Resting-State Functional Connectivity

Communications in Computer and Information Science - Cognitive Systems and Information Processing ◽

10.1007/978-981-16-9247-5_37 ◽

2022 ◽

pp. 476-483

Author(s):

YuXiang Li ◽

Hui Shen ◽

Hongwei Xie ◽

Dewen Hu

Keyword(s):

Machine Learning ◽

Traumatic Brain Injury ◽

Brain Injury ◽

Functional Connectivity ◽

Mild Traumatic Brain Injury ◽

Resting State ◽

Resting State Functional Connectivity ◽

Machine Learning Classification

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A Synergistic Combination of Supervised Machine Learning Methods for Analysis of White Matter Lesions in Neuropsychiatric Systemic Lupus Erythematosus

10.1016/s1053-8119(09)70233-2 ◽

2009 ◽

Vol 47 ◽

pp. S58 ◽

Author(s):

M Scully ◽

BH Anderson ◽

C Gasparovic ◽

VA Magnotta ◽

S Pieper ◽

...

Keyword(s):

Machine Learning ◽

Systemic Lupus Erythematosus ◽

White Matter ◽

Lupus Erythematosus ◽

White Matter Lesions ◽

Supervised Machine Learning ◽

Systemic Lupus ◽

Learning Methods ◽

Machine Learning Methods ◽

Neuropsychiatric Systemic Lupus Erythematosus

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Abnormalities of Frontal-Parietal Resting-State Functional Connectivity Are Related to Disease Activity in Patients with Systemic Lupus Erythematosus

PLoS ONE ◽

10.1371/journal.pone.0074530 ◽

2013 ◽

Vol 8 (9) ◽

pp. e74530 ◽

Author(s):

Jingming Hou ◽

Yun Lin ◽

Wei Zhang ◽

Lingheng Song ◽

Wenjing Wu ◽

...

Keyword(s):

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Disease Activity ◽

Lupus Erythematosus ◽

Resting State ◽

Resting State Functional Connectivity ◽

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The ACR classification of neuropsychiatric systemic lupus erythematosus: how this helps in diagnosis and treatment

APLAR Journal of Rheumatology ◽

10.1046/j.0219-0494.2003.00045.x ◽

2003 ◽

Vol 6 (2) ◽

pp. 188-191 ◽

Author(s):

Sang-Cheol Bae

Keyword(s):

Systemic Lupus Erythematosus ◽

Lupus Erythematosus ◽

Diagnosis And Treatment ◽

Systemic Lupus ◽

Neuropsychiatric Systemic Lupus Erythematosus

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Resting state network functional connectivity abnormalities in systemic lupus erythematosus: correlations with neuropsychiatric impairment

Molecular Psychiatry ◽

10.1038/s41380-020-00907-z ◽

2020 ◽

Author(s):

Raffaello Bonacchi ◽

Maria A. Rocca ◽

Giuseppe A. Ramirez ◽

Enrica P. Bozzolo ◽

Valentina Canti ◽

...

Keyword(s):

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Lupus Erythematosus ◽

Resting State ◽

Systemic Lupus ◽

Resting State Network

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Functional connectivity changes in core resting state networks are associated with cognitive performance in systemic lupus erythematosus

The Journal of Comparative Neurology ◽

10.1002/cne.24656 ◽

2019 ◽

Vol 527 (11) ◽

pp. 1837-1856 ◽

Author(s):

Jessika Nystedt ◽

Peter Mannfolk ◽

Andreas Jönsen ◽

Petra Nilsson ◽

Tor O. Strandberg ◽

...

Keyword(s):

Systemic Lupus Erythematosus ◽

Functional Connectivity ◽

Cognitive Performance ◽

Lupus Erythematosus ◽

Resting State ◽

Resting State Networks ◽

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