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Identification of Epileptic Seizure Using ReHo from Rs-fMRI
2017 Second International Conference on Recent Trends and Challenges in Computational Models (ICRTCCM), 2017Localization of the epileptic seizure sources is a very essential procedure that assists the surgeon in concentrating on the diseased area leaving its vicinity unaffected. Epilepsy is a condition in which the brains own neurons releases abnormal electrical pulses that inhibits the normal activities of other neurons, that needs surgery to be corrected ...
A. Allwyn Gnanadas +2 more
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Sources of multifractality of the brain rs-fMRI signal
Chaos, Solitons & Fractals, 2022Sihai Guan +3 more
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A spatiotemporal graph transformer approach for Alzheimer’s disease diagnosis with rs-fMRI
Computers in Biology and MedicineAlzheimer's disease (AD) is a neurodegenerative disease accompanied by cognitive impairment. Early diagnosis is crucial for the timely treatment and intervention of AD. Resting-state functional magnetic resonance imaging (rs-fMRI) records the temporal dynamics and spatial dependency in the brain, which have been utilized for automatically diagnosis of ...
Peng He 0001 +4 more
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Probabilistic Analysis of Nucleus Accumbens Signal Alterations in Rs-fMRI
2019 Medical Technologies Congress (TIPTEKNO), 2019Rs-fmri provides to establish the default mode network that comprises the connections of the neural networks of the brain and the relations of these connections with each other in the state of rest. However, unexpected signal alterations and changes may also occur in fmri signals in areas outside the default network.
Candemir, Cemre +2 more
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Comparative analysis of rs-fMRI markers in heat and mechanical pain sensitivity
This study investigates the comparative analysis of resting-state functional magnetic imaging (rs-fMRI) markers in heat and mechanical pain sensitivity among healthy adults. Using quantitative sensory testing (QST) in the orofacial area and rs-fMRI, we explored the relationship between pain sensitivities and resting-state functional connectivity (rsFC)Yung-Lin, Chen +5 more
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Brain volume prediction based on rs-fMRI time series
2019 3rd International Conference on Electronic Information Technology and Computer Engineering (EITCE), 2019Rs-fMRI time series and volumes of different brain regions possess rich information about the functionality and the structure of the brain, respectively. Recently, artificial neural network emerges as a powerful tool to perform machine learning tasks, which empowers the exploration of the direct relationship between the two.
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Harmonization of Multi-Site rs-fMRI data using CovBat
ISMRM Annual MeetingMultisite studies are an important feature of modern neuroimaging research as they allow the study of larger and more diverse populations, which is essential to obtain clinically relevant insight and sensitivity to subtle effects. However, due to the variability among scanner platforms, even when utilizing the same acquisition protocols, harmonization ...
Katherine Breedlove +4 more
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Neural Network Embedding for RS-fMRI ghraps and phenotype annotations
2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), 2019In this work, a computational intelligence method is developed to represent brain connectivity networks of patients with autism spectrum disorders through the use of resting magnetic resonance imaging. A neural embedding network is proposed that allows vectorial representation of connectivity networks by fusion of data from two sources, images and ...
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Pragmatic abilities in multiple sclerosis: An RS-fMRI study
Journal of the Neurological Sciences, 2017Iodice R +5 more
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Striving Toward Translation: Strategies for Reliable fMRI Measurement
Trends in Cognitive Sciences, 2021Annchen R Knodt +2 more
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