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 | 125 | 2019 |
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 | 44 | 2018 |
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 | 43 | 2020 |
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 | 40 | 2022 |
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 | 32 | 2022 |
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 | 30 | 2021 |
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 | 21 | 2022 |
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 | 8 | 2017 |
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 | 6 | 2021 |
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 | 5 | 2021 |
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 | 2 | 2022 |
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 | 2 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 | 1 | 2023 |
‘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 | 1 | 2022 |
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 |