Revealing the Multivariate Associations Between Autistic Traits and Principal Functional Connectome.
Neuroinformatics, April, 2025
Identification of functional dynamic brain states based on graph attention networks.
NeuroImage, 2025
Gradients of Brain Organization: Smooth Sailing from Methods Development to User Community.
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Neuroinformatics, October, 2024
Connectome-wide structure-function coupling models implicate polysynaptic alterations in autism.
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NeuroImage, January, 2024
Whole-brain structural connectome asymmetry in autism.
NeuroImage, 2024
GAN-MAT: Generative adversarial network-based microstructural profile covariance analysis toolbox.
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NeuroImage, 2024
Diffusion time-related structure-function coupling reveals differential association with inter-individual variations in body mass index.
NeuroImage, 2024
Sex differences in autism spectrum disorder using class imbalance adjusted functional connectivity.
NeuroImage, 2024
Investigation of sex-related functional connectivity alterations in autism using class imbalance mitigation approach.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
Transformer-based functional time series modeling to unveil dynamic brain state transitions.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
DeAFusion: Detail-Aware Image Fusion for Whitematter Hyperintensity Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
Atypical structural connectome asymmetry and associations with network communication in autism spectrum disorder.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Dynamic transitions of functional brain connectivity during a working memory task.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Diagnosis-informed connectivity subtyping discovers subgroups of autism with reproducible symptom profiles.
NeuroImage, 2022
A Riemannian approach to predicting brain function from the structural connectome.
NeuroImage, 2022
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function.
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NeuroImage, 2021
A structural enriched functional network: An application to predict brain cognitive performance.
Medical Image Anal., 2021
Two-step deep neural network for segmentation of deep white matter hyperintensities in migraineurs.
Comput. Methods Programs Biomed., 2020
Structural Connectivity Enriched Functional Brain Network Using Simplex Regression with GraphNet.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
FuNP (Fusion of Neuroimaging Preprocessing) Pipelines: A Fully Automated Preprocessing Software for Functional Magnetic Resonance Imaging.
Frontiers Neuroinformatics, 2019
Synthesizing diffusion tensor imaging from functional MRI using fully convolutional networks.
Comput. Biol. Medicine, 2019
Spatially guided functional correlation tensor: A new method to associate body mass index and white matter neuroimaging.
Comput. Biol. Medicine, 2019
Convolutional neural network classifier for distinguishing Barrett's esophagus and neoplasia endomicroscopy images.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Differences in connectivity patterns between child and adolescent attention deficit hyperactivity disorder patients.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016