Multivariate graph learning for detecting aberrant connectivity of dynamic brain networks in autism

P Aggarwal, A Gupta - Medical image analysis, 2019 - Elsevier
Alterations in static functional brain networks have previously been reported in Autistic
Spectrum Disorder (ASD). Although functional brain networks are known to be time-varying …

Functional connectivity patterns of autism spectrum disorder identified by deep feature learning

H Choi - arXiv preprint arXiv:1707.07932, 2017 - arxiv.org
Autism spectrum disorder (ASD) is regarded as a brain disease with globally disrupted
neuronal networks. Even though fMRI studies have revealed abnormal functional …

Identification and analysis of autism spectrum disorder via large‐scale dynamic functional network connectivity

W Zhuang, H Jia, Y Liu, J Cong, K Chen… - Autism …, 2023 - Wiley Online Library
Autism spectrum disorder (ASD) is a prevalent neurodevelopmental disorder with severe
cognitive impairment. Several studies have reported that brain functional network …

Modeling the dynamic brain network representation for autism spectrum disorder diagnosis

P Cao, G Wen, X Liu, J Yang, OR Zaiane - Medical & Biological …, 2022 - Springer
The dynamic functional connectivity analysis provides valuable information for
understanding functional brain activity underlying different cognitive processes. Modeling …

Diagnostic prediction of autism spectrum disorder using complex network measures in a machine learning framework

N Chaitra, PA Vijaya, G Deshpande - Biomedical Signal Processing and …, 2020 - Elsevier
Objective imaging-based biomarker discovery for psychiatric conditions is critical for
accurate diagnosis and treatment. Using a machine learning framework, this work …

Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism

Z Fu, Y Tu, X Di, Y Du, J Sui, BB Biswal, Z Zhang… - Neuroimage, 2019 - Elsevier
Autism spectrum disorder (ASD) is a neurodevelopmental disorder associated with social
communication deficits and restricted/repetitive behaviors and is characterized by large …

Multiple-network classification of childhood autism using functional connectivity dynamics

T Price, CY Wee, W Gao, D Shen - … , Boston, MA, USA, September 14-18 …, 2014 - Springer
Abstract Characterization of disease using stationary resting-state functional connectivity
(FC) has provided important hallmarks of abnormal brain activation in many domains …

Detection of autism spectrum disorder using fMRI functional connectivity with feature selection and deep learning

J Zhang, F Feng, T Han, X Gong, F Duan - Cognitive Computation, 2023 - Springer
Autism spectrum disorder (ASD) is notoriously difficult to diagnose despite having a high
prevalence. Existing studies have shifted toward using neuroimaging data to enhance the …

Graph theoretical approach for screening autism on brain complex networks

S Ataei, N Attar, S Aliakbary, F Bakouie - SN Applied Sciences, 2019 - Springer
Autism spectrum disorder has been known as a prevalent brain disorder of children in recent
years. Numerous studies have indicated differences between functional brain networks of …

Latent and abnormal functional connectivity circuits in autism spectrum disorder

S Chen, Y Xing, J Kang - Frontiers in neuroscience, 2017 - frontiersin.org
Autism spectrum disorder (ASD) is associated with disrupted brain networks. Neuroimaging
techniques provide noninvasive methods of investigating abnormal connectivity patterns in …