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Weizheng Yan
Weizheng Yan
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Year
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data
W Yan, V Calhoun, M Song, Y Cui, H Yan, S Liu, L Fan, N Zuo, Z Yang, ...
EBioMedicine 47, 543-552, 2019
1252019
Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method
W Yan, S Plis, VD Calhoun, S Liu, R Jiang, TZ Jiang, J Sui
2017 IEEE 27th international workshop on machine learning for signal …, 2017
54*2017
Deep chronnectome learning via full bidirectional long short-term memory networks for MCI diagnosis
W Yan, H Zhang, J Sui, D Shen
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
442018
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders
J Zhao, J Huang, D Zhi, W Yan, X Ma, X Yang, X Li, Q Ke, T Jiang, ...
Journal of neuroscience methods 341, 108756, 2020
432020
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: a deep classification and clustering framework using fMRI time series
W Yan, M Zhao, Z Fu, GD Pearlson, J Sui, VD Calhoun
Schizophrenia research 245, 141-150, 2022
402022
Deep learning in neuroimaging: Promises and challenges
W Yan, G Qu, W Hu, A Abrol, B Cai, C Qiao, SM Plis, YP Wang, J Sui, ...
IEEE Signal Processing Magazine 39 (2), 87-98, 2022
322022
Brain imaging-based machine learning in autism spectrum disorder: methods and applications
M Xu, V Calhoun, R Jiang, W Yan, J Sui
Journal of neuroscience methods 361, 109271, 2021
302021
An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data
M Zhao, W Yan, N Luo, D Zhi, Z Fu, Y Du, S Yu, T Jiang, VD Calhoun, ...
Medical image analysis 78, 102413, 2022
212022
Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity
R Jiang, S Qi, Y Du, W Yan, VD Calhoun, T Jiang, J Sui
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
82017
BNCPL: brain-network-based convolutional prototype learning for discriminating depressive disorders
D Zhi, VD Calhoun, C Wang, X Li, X Ma, L Lv, W Yan, D Yao, S Qi, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
62021
An attention-based hybrid deep learning framework integrating temporal coherence and dynamics for discriminating schizophrenia
M Zhao, W Yan, R Xu, D Zhi, R Jiang, T Jiang, VD Calhoun, J Sui
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 118-121, 2021
52021
A fast online questionnaire for screening mental illness symptoms during the COVID-19 pandemic
F Chen, W Yan, VD Calhoun, L Yu, L Chen, X Hao, L Zheng
Translational Psychiatry 12 (1), 311, 2022
22022
Altered effective brain connectivity during habituation in First episode schizophrenia with auditory verbal hallucinations: a dichotic listening EEG study
L Zheng, W Yan, L Yu, B Gao, S Yu, L Chen, X Hao, H Liu, Z Lin
Frontiers in Psychiatry 12, 731387, 2022
22022
Triple interactions between the environment, brain, and behavior in children: An ABCD study
D Zhi, R Jiang, G Pearlson, Z Fu, S Qi, W Yan, A Feng, M Xu, V Calhoun, ...
Biological Psychiatry, 2023
12023
Maximum Classifier Discrepancy Generative Adversarial Network for Jointly Harmonizing Scanner Effects and Improving Reproducibility of Downstream Tasks
W Yan, Z Fu, R Jiang, J Sui, VD Calhoun
IEEE Transactions on Biomedical Engineering, 2023
12023
Disrupted brain state dynamics in opioid and alcohol use disorder: attenuation by nicotine use
R Zhang, W Yan, P Manza, E Shokri-Kojori, SB Demiral, M Schwandt, ...
Neuropsychopharmacology, 1-9, 2023
12023
A Brainwide Risk Score for Psychiatric Disorder Evaluated in a Large Adolescent Population Reveals Increased Divergence Among Higher-Risk Groups Relative to Control Participants
W Yan, GD Pearlson, Z Fu, X Li, A Iraji, J Chen, J Sui, ND Volkow, ...
Biological Psychiatry, 2023
12023
‘Harmless’ adversarial network harmonization approach for removing site effects and improving reproducibility in neuroimaging studies
W Yan, Z Fu, J Sui, VD Calhoun
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
12022
Methylphenidate enhances a frontoparietal-dominant brain state improving cognitive performance
W Yan, ŞB Demiral, D Tomasi, R Zhang, P Manza, GJ Wang, ND Volkow
2024
Examining the role of dopamine in methylphenidate’s effects on resting brain function
D Tomasi, P Manza, W Yan, E Shokri-Kojori, ŞB Demiral, MV Yonga, ...
Proceedings of the National Academy of Sciences 120 (52), e2314596120, 2023
2023
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