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2020 – today

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2025
[j21]
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Ju Niu, Yuhui Du:
Joint consensus kernel learning and adaptive hypergraph regularization for graph-based clustering. Inf. Sci. 689: 121468 (2025)
2024
[j20]
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Chao Zhai, Yuhui Du, Hong Qu, Tianlei Wang, Fan Zhang, Mingsheng Fu, Wenyu Chen:
Class-agnostic counting and localization with feature augmentation and scale-adaptive aggregation. Knowl. Based Syst. 300: 112104 (2024)
[j19]
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Zening Fu, Ishaan Batta, Lei Wu, Anees Abrol, Oktay Agcaoglu, Mustafa S. Salman, Yuhui Du, Armin Iraji, Sarah Shultz, Jing Sui, Vince D. Calhoun:
Searching Reproducible Brain Features using NeuroMark: Templates for Different Age Populations and Imaging Modalities. NeuroImage 292: 120617 (2024)
[j18]
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Ying Xing, Godfrey D. Pearlson, Peter V. Kochunov, Vince D. Calhoun, Yuhui Du:
Local-structure-preservation and redundancy-removal-based feature selection method and its application to the identification of biomarkers for schizophrenia. NeuroImage 299: 120839 (2024)
[j17]
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Siqi Han, Chao Zhang, Jiaxin Lei, Qingquan Han, Yuhui Du, Anhe Wang, Shuo Bai, Milin Zhang:
Cepstral Analysis-Based Artifact Detection, Recognition, and Removal for Prefrontal EEG. IEEE Trans. Circuits Syst. II Express Briefs 71(2): 942-946 (2024)
2023
[j16]
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  - journals/brain/SendiZFLDMSCM23
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Mohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Jingyu Liu, Yuhui Du, Elizabeth Mormino, David H. Salat, Vince D. Calhoun, Robyn L. Miller:
Disrupted Dynamic Functional Network Connectivity Among Cognitive Control Networks in the Progression of Alzheimer's Disease. Brain Connect. 13(6): 334-343 (2023)
[j15]
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Xin Xiong, Minrui Li, Yuyan Ren, Xusheng Yao, Yuhui Du, Qingsong Huang, Xiangyang Kong, Jianfeng He:
A new method for mining information of gut microbiome with probabilistic topic models. Multim. Tools Appl. 82(11): 16081-16104 (2023)
[j14]
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Yuhui Du, Yanshu Kong, Xingyu He:
IABC: A Toolbox for Intelligent Analysis of Brain Connectivity. Neuroinformatics 21(2): 303-321 (2023)
[j13]
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Ying Xing, Peter V. Kochunov, Theo G. M. van Erp, Tianzhou Ma, Vince D. Calhoun, Yuhui Du:
A Novel Neighborhood Rough Set-Based Feature Selection Method and Its Application to Biomarker Identification of Schizophrenia. IEEE J. Biomed. Health Informatics 27(1): 215-226 (2023)
[c29]
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  - conf/biocas/DuSZM23
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Yuhui Du, Chao Sun, Milin Zhang, Songping Mai:
Design of a Two-Channel Forehead PPG Sensor. BioCAS 2023: 1-5
[c28]
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  - conf/embc/DuGC23
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Yuhui Du, Yating Guo, Vince D. Calhoun:
How Does Aging Affect Whole-brain Functional Network Connectivity? Evidence from An ICA Method. EMBC 2023: 1-4
[c27]
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Yuhui Du, Wenchao Zhu, Yuduo Zhang:
A Novel Method for Multi-subject fMRI Data Analysis: Independent Component Analysis with Clustering Embedded (ICA-CE). EMBC 2023: 1-5
[c26]
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Yuhui Du, Fulin Wu, Ju Niu, Vince D. Calhoun:
An Adaptive Semi-Supervised Deep Clustering and Its Application to Identifying Biotypes of Psychiatric Disorders. ISBI 2023: 1-4
2022
[j12]
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Min Zhao, Weizheng Yan, Na Luo, Dongmei Zhi, Zening Fu, Yuhui Du, Shan Yu, Tianzi Jiang, Vince D. Calhoun, Jing Sui:
An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data. Medical Image Anal. 78: 102413 (2022)
[c25]
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Yuhui Du, John E. Hummel, Alexander A. Petrov:
Exaggeration of Stimulus Attributes in the Representation of Relational Categories. CogSci 2022
2021
[c24]
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  - conf/bibe/DeRamusIFSSW0D021
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Thomas DeRamus, Armin Iraji, Zening Fu, Rogers F. Silva, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang, Yuhui Du, Jingyu Liu, Vince D. Calhoun:
Stability of functional network connectivity (FNC) values across multiple spatial normalization pipelines in spatially constrained independent component analysis. BIBE 2021: 1-6
[c23]
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Yuhui Du, John E. Hummel, Alexander A. Petrov:
Probing the Mental Representation of Relation-Defined Categories. CogSci 2021
[c22]
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  - conf/embc/DuHXNC21
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Yuhui Du, Hui Hao, Ying Xing, Ju Niu, Vince D. Calhoun:
A Transdiagnostic Biotype Detection Method for Schizophrenia and Autism Spectrum Disorder Based on Graph Kernel. EMBC 2021: 3241-3244
[c21]
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Yuhui Du, Xingyu He, Vince D. Calhoun:
SMART (splitting-merging assisted reliable) Independent Component Analysis for Brain Functional Networks. EMBC 2021: 3263-3266
[c20]
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  - conf/isbi/DuNC21
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Yuhui Du, Ju Niu, Vince D. Calhoun:
A New Hypergraph Clustering Method For Exploring Transdiagnostic Biotypes In Mental Illnesses: Application To Schizophrenia And Psychotic Bipolar Disorder. ISBI 2021: 971-974
[c19]
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Yuhui Du, Xingyu He, Vince D. Calhoun:
A New Semi-Supervised Non-Negative Matrix Factorization Method For Brain Dynamic Functional Connectivity Analysis. ISBI 2021: 1591-1594
2020
[c18]
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  - conf/bcb/DuLHC20
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Yuhui Du, Bang Li, Yuliang Hou, Vince D. Calhoun:
A deep learning fusion model for brain disorder classification: Application to distinguishing schizophrenia and autism spectrum disorder. BCB 2020: 56:1-56:7

2010 – 2019

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2019
[j11]
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  - journals/brain/MennigenFRDDLSC19
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Eva Mennigen, Susanna Fryer, Barnaly Rashid, Eswar Damaraju, Yuhui Du, Rachel L. Loewy, Barbara Stuart, Vince D. Calhoun, Daniel H. Mathalon:
Transient Patterns of Functional Dysconnectivity in Clinical High Risk and Early Illness Schizophrenia Individuals Compared with Healthy Controls. Brain Connect. 9(1): 60-76 (2019)
[j10]
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Zening Fu, Yiheng Tu, Xin Di, Yuhui Du, Jing Sui, Bharat B. Biswal, Zhiguo Zhang, Nina de Lacy, Vincent D. Calhoun:
Transient increased thalamic-sensory connectivity and decreased whole-brain dynamism in autism. NeuroImage 190: 191-204 (2019)
[c17]
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  - conf/bhi/FedorovHAFDPC19
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Alex Fedorov, R. Devon Hjelm, Anees Abrol, Zening Fu, Yuhui Du, Sergey M. Plis, Vince D. Calhoun:
Prediction of Progression to Alzheimer's disease with Deep InfoMax. BHI 2019: 1-5
[c16]
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Yuhui Du, Nitisha Desai, Renlai Zhou:
Modeling Causal Learning with the Linear Ballistic Accumulator. CogSci 2019: 3444
[c15]
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  - conf/embc/AbrolFDC19
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Anees Abrol, Zening Fu, Yuhui Du, Vince D. Calhoun:
Multimodal Data Fusion of Deep Learning and Dynamic Functional Connectivity Features to Predict Alzheimer's Disease Progression. EMBC 2019: 4409-4413
[i1]
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  - journals/corr/abs-1904-10931
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Alex Fedorov, R. Devon Hjelm, Anees Abrol, Zening Fu, Yuhui Du, Sergey M. Plis, Vince D. Calhoun:
Prediction of Progression to Alzheimer's disease with Deep InfoMax. CoRR abs/1904.10931 (2019)
2018
[j9]
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Zening Fu, Yiheng Tu, Xin Di, Yuhui Du, Godfrey D. Pearlson, Jessica A. Turner, Bharat B. Biswal, Zhiguo Zhang, Vince D. Calhoun:
Characterizing dynamic amplitude of low-frequency fluctuation and its relationship with dynamic functional connectivity: An application to schizophrenia. NeuroImage 180(Part): 619-631 (2018)
[j8]
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Yuhui Du, Susanna Fryer, Zening Fu, Dongdong Lin, Jing Sui, Jiayu Chen, Eswar Damaraju, Eva Mennigen, Barbara Stuart, Rachel L. Loewy, Daniel H. Mathalon, Vince D. Calhoun:
Dynamic functional connectivity impairments in early schizophrenia and clinical high-risk for psychosis. NeuroImage 180(Part): 632-645 (2018)
[j7]
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  - journals/pieee/YuDCSAPC18
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Qingbao Yu, Yuhui Du, Jiayu Chen, Jing Sui, Tülay Adali, Godfrey D. Pearlson, Vince D. Calhoun:
Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs. Proc. IEEE 106(5): 886-906 (2018)
[j6]
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  - journals/tmi/QiCEBDTDYCYMFVM18
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Shile Qi, Vince D. Calhoun, Theo G. M. van Erp, Juan R. Bustillo, Eswar Damaraju, Jessica A. Turner, Yuhui Du, Jian Yang, Jiayu Chen, Qingbao Yu, Daniel H. Mathalon, Judith M. Ford, James Voyvodic, Bryon A. Mueller, Aysenil Belger, Sarah C. McEwen, Steven G. Potkin, Adrian Preda, Tianzi Jiang, Jing Sui:
Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia. IEEE Trans. Medical Imaging 37(1): 93-105 (2018)
[c14]
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  - conf/embc/ZhiMLKYYPQJDYCJ18
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Dongmei Zhi, Xiaohong Ma, Luxian Lv, Qing Ke, Yongfeng Yang, Xiao Yang, Miao Pan, Shile Qi, Rongtao Jiang, Yuhui Du, Qingbao Yu, Vince D. Calhoun, Tianzi Jiang, Jing Sui:
Abnormal Dynamic Functional Network Connectivity and Graph Theoretical Analysis in Major Depressive Disorder. EMBC 2018: 558-561
2017
[j5]
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Xing Meng, Rongtao Jiang, Dongdong Lin, Juan R. Bustillo, Thomas R. Jones, Jiayu Chen, Qingbao Yu, Yuhui Du, Yu Zhang, Tianzi Jiang, Jing Sui, Vince D. Calhoun:
Predicting individualized clinical measures by a generalized prediction framework and multimodal fusion of MRI data. NeuroImage 145: 218-229 (2017)
[c13]
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  - conf/icassp/SalmanDC17
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Mustafa S. Salman, Yuhui Du, Vince D. Calhoun:
Identifying FMRI dynamic connectivity states using affinity propagation clustering method: Application to schizophrenia. ICASSP 2017: 904-908
[c12]
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  - conf/isbi/SalmanDDLC17
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Mustafa S. Salman, Yuhui Du, Eswar Damaraju, Qiu-Hua Lin, Vince D. Calhoun:
Group information guided ICA shows more sensitivity to group differences than dual-regression. ISBI 2017: 362-365
[c11]
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Rongtao Jiang, Shile Qi, Yuhui Du, Weizheng Yan, Vince D. Calhoun, Tianzi Jiang, Jing Sui:
Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity. MLSP 2017: 1-6
2016
[c10]
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  - conf/embc/QiCEDBDTMFVMBMP16
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Shile Qi, Vince D. Calhoun, Theo G. M. van Erp, Eswar Damaraju, Juan R. Bustillo, Yuhui Du, Jessica A. Turner, Daniel H. Mathalon, Judith M. Ford, James Voyvodic, Bryon A. Mueller, Aysenil Belger, Sarah C. McEwen, Steven G. Potkin, Adrian Preda, First Birn, Tianzi Jiang, Jing Sui:
Supervised multimodal fusion and its application in searching joint neuromarkers of working memory deficits in schizophrenia. EMBC 2016: 4021-4026
2015
[j4]
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Qingbao Yu, Erik B. Erhardt, Jing Sui, Yuhui Du, Hao He, R. Devon Hjelm, Mustafa S. Çetin, Srinivas Rachakonda, Robyn L. Miller, Godfrey D. Pearlson, Vince D. Calhoun:
Assessing dynamic brain graphs of time-varying connectivity in fMRI data: Application to healthy controls and patients with schizophrenia. NeuroImage 107: 345-355 (2015)
[j3]
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Yuhui Du, Godfrey D. Pearlson, Jingyu Liu, Jing Sui, Qingbao Yu, Hao He, Eduardo Castro, Vince D. Calhoun:
A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders. NeuroImage 122: 272-280 (2015)
[c9]
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  - conf/isbi/DuHWYSC15
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Yuhui Du, Hao He, Lei Wu, Qingbao Yu, Jing Sui, Vince D. Calhoun:
Dynamic default mode network connectivity diminished in patients with schizophrenia. ISBI 2015: 474-477
[c8]
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  - conf/isbi/DuPHWCC15
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Yuhui Du, Godfrey D. Pearlson, Hao He, Lei Wu, Jiayu Chen, Vince D. Calhoun:
Identifying brain dynamic network states via GIG-ICA: Application to schizophrenia, bipolar and schizoaffective disorders. ISBI 2015: 478-481
[c7]
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  - conf/mibam/HeBDYJJCS15
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Hao He, Juan R. Bustillo, Yuhui Du, Qingbao Yu, Thomas R. Jones, Tianzi Jiang, Vince D. Calhoun, Jing Sui:
Resting fMRI measures are associated with cognitive deficits in schizophrenia assessed by the MATRICS consensus cognitive battery. Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94171V
2014
[c6]
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  - conf/embc/DuAHSC14
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Yuhui Du, Elena A. Allen, Hao He, Jing Sui, Vince D. Calhoun:
Brain functional networks extraction based on fMRI artifact removal: Single subject and group approaches. EMBC 2014: 1026-1029
[c5]
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  - conf/embc/DuLSHPC14
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Yuhui Du, Jingyu Liu, Jing Sui, Hao He, Godfrey D. Pearlson, Vince D. Calhoun:
Exploring difference and overlap between schizophrenia, schizoaffective and bipolar disorders using resting-state brain functional networks. EMBC 2014: 1517-1520
[c4]
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Jing Sui, Eduardo Castro, Hao He, David A. Bridwell, Yuhui Du, Godfrey D. Pearlson, Tianzi Jiang, Vince D. Calhoun:
Combination of FMRI-SMRI-EEG data improves discrimination of schizophrenia patients by ensemble feature selection. EMBC 2014: 3889-3892
[c3]
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  - conf/isbi/DuSYHC14
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Yuhui Du, Jing Sui, Qingbao Yu, Hao He, Vince D. Calhoun:
Semi-supervised learning of brain functional networks. ISBI 2014: 1-4
2013
[j2]
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  - journals/neuroimage/DuF13
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Yuhui Du, Yong Fan:
Group information guided ICA for fMRI data analysis. NeuroImage 69: 157-197 (2013)
[j1]
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  - journals/neuroimage/JiangDCJF13
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Di Jiang, Yuhui Du, Hewei Cheng, Tianzi Jiang, Yong Fan:
Groupwise spatial normalization of fMRI data based on multi-range functional connectivity patterns. NeuroImage 82: 355-372 (2013)
2012
[c2]
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  - conf/miip/DuLWF12
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Yuhui Du, Hongming Li, Hong Wu, Yong Fan:
Identification of subject specific and functional consistent ROIs using semi-supervised learning. Image Processing 2012: 83144S
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  - conf/miip/JiangDCJF12
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  persistent URL:
  - https://dblp.org/rec/conf/miip/JiangDCJF12
Di Jiang, Yuhui Du, Hewei Cheng, Tianzi Jiang, Yong Fan:
fMRI alignment based on local functional connectivity patterns. Image Processing 2012: 831415

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