YZ
Yize Zhao
Brainstat.MEAlzheimer DiseaseBayes Theoremstat.APAlzheimer’s diseaseq-bio.NCConnectomecs.LGNeuroimaging
On Valency
published · living versionsW_jzk7jts7·v1 · currentpublished
ELPAC: Endpoint-Anchored Latent Progression with Stage-Varying Multimodal Coordination
with Shengxian Ding, Yifei Zhang, Xinyuan Tian, Yuanshuang Guo
1 version
Preprints & journals
111 papers in the corpus · 2012–2026A Bayesian deep learning framework for brain dynamic functional connectivity linked with cognition.42842297 · Tian, Xinyuan, Guo, Yuanshuang, Ding, Shengxian et al.2026 · 0 citationsBiometrics. 2026;82(4)
CLEAR: Cross-Source Evidence Adjudication for Large Language Models in Medicine2609.16301v1 · Shuai Wang, Yize Zhao, Qingyu Chen2026 · 0 citationsarXiv
Robust Community Detection for Noisy Networks with Covariates: Application to Functional Brain Networks2609.05654v1 · Zeyu Hu, Frederick H. Xu, Suprateek Kundu et al.2026 · 0 citationsarXiv
Loss of calbindin and rise in pT217-tau in aging monkey prefrontal cortical dendrites10.64898/2026.08.18.745599v1 · Perone, I., Bolat, D., Gu, Z. et al.2026 · 0 citationsbioRxiv
iLENS: Interpretable LLM-Guided Mixture-of-Experts for Neuroimaging Survival Analysis2607.08778v1 · Farica Zhuang, Seong Woo Han, Zixuan Wen et al.2026 · 0 citationsarXiv
Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference2606.07677v1 · Shengxian Ding, Haonan Gao, Pangpang Liu et al.2026 · 0 citationsarXiv
A NOVEL BAYESIAN FRAMEWORK UNCOVERING BRAIN CONNECTIVITY-TO-SHAPE RELATIONSHIP IN PRECLINICAL ALZHEIMER'S DISEASE.42369233 · Ding, Shengxian, Johns, Emily, Orlichenko, Anton et al.2026 · 0 citationsThe annals of applied statistics. 2026;20(2):1429-1451
Workflow Closure Is Not Scientific Closure in Auto-Research Systems2605.26200v1 · Shuai Wang, Xinyuan Tian, Pangpang Liu et al.2026 · 0 citationsarXiv
Gene-Modulated Network Diffusion for Improved Modeling of Amyloid- β Spread in Alzheimer's Disease.42146687 · Xu, Frederick H, Duong-Tran, Duy, Huang, Heng et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Threading the Needle: Practical Considerations for Merging Theory-Driven Computational Psychiatry With Data-Driven Analytics to Enhance Precision Health at Scale.41763489 · Cheng, Annie, Konova, Anna B, Powers, Albert et al.2026 · 0 citationsBiological psychiatry. Cognitive neuroscience and neuroimaging. 2026
Is the whole more than the sum of its parts? Considering global and local features of the connectome improves prediction of individuals and phenotypes.41279716 · Riley, Steve, Cheng, Annie, Wang, Yu-Wei et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Bayesian subtyping for multi-state brain functional connectome with application on preadolescent brain cognition.39656842 · Chen, Tianqi, Zhao, Hongyu, Tan, Chichun et al.2025 · 1 citationBiostatistics (Oxford, England). 2025;26(1)
Bayesian thresholded modeling for integrating brain node and network predictors.39780514 · Sun, Zhe, Xu, Wanwan, Li, Tianxi et al.2025 · 1 citationBiostatistics (Oxford, England). 2025;26(1)
Latent space-based network analysis for brain-behavior linking in neuroimaging.41345770 · Wang, Selena, Zhang, Xinzhi, Liu, Yunhe et al.2026 · 1 citationNature methods. 2026;23(1):225-235
H-VIP: quantifying regional topological contributions of the brain network to cognition.41427113 · Garai, Sumita, Vo, Sandra, Blank, Lucy et al.2025 · 0 citationsFrontiers in radiology. 2025;5:1686780
Brain-Body Signatures of Trait Anxiety Uniquely Characterized by Functional Dynamics, Allostatic Load and Gene Expression10.1101/2025.10.26.25338821v1 · Min, J. J., Bao, J., Baik, J. Y. et al.2025 · 0 citationsmedRxiv
GenCPM: a toolbox for generalized connectome-based predictive modeling.41089659 · Xu, Baijia, Ding, Shengxian, Xu, Wanwan et al.2025 · 1 citationFrontiers in neuroscience. 2025;19:1627497
Intervention on Modifiable Lifestyle and Physiological Factors via Variational Autoencoder Reveals Changes in Functional Connectivity-Mediated Risk for Alzheimer's Disease.41001445 · Orlichenko, Anton, Ding, Shengxian, Johns, Emily et al.2025 · 1 citationmedRxiv : the preprint server for health sciences. 2025
Brain Functional-Structural Gradient Coupling Reflects Development, Behavior and Genetic Influences.41001467 · Gao, Simiao, Gu, Zhiling, Ding, Shengxian et al.2026 · 1 citationmedRxiv : the preprint server for health sciences. 2025
The Mediating Role of Structural Connectivity in Genetic Effects on Functional Brain Networks.41001486 · Gao, Simiao, Ding, Shengxian, Zhang, Xinzhi et al.2025 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Tau-Connectome Subtypes and Solanezumab Response in Preclinical Alzheimer's Disease10.1101/2025.09.13.25335690v1 · Abuwarda, H., Tsai, W.-X., Ding, S. et al.2025 · 0 citationsmedRxiv
Covariance-on-covariance regression.40742449 · Zhao, Yi, Zhao, Yize2025 · 1 citationBiometrics. 2025;81(3)
Supervised brain node and network construction under voxel-level functional imaging.40800928 · Xu, Wanwan, Wang, Selena, Gao, Simiao et al.2026 · 0 citationsImaging neuroscience (Cambridge, Mass.). 2025;3
Cost Efficiency of fMRI Studies Using Resting-State Vs. Task-Based Functional Connectivity.40543060 · Zhang, Xinzhi, Hulvershorn, Leslie A, Constable, Todd et al.2025 · 4 citationsHuman brain mapping. 2025;46(9):e70260
scMODAL: a general deep learning framework for comprehensive single-cell multi-omics data alignment with feature links.40442129 · Wang, Gefei, Zhao, Jia, Lin, Yingxin et al.2025 · 29 citationsNature communications. 2025;16(1):4994
A genetically informed brain atlas for enhancing brain imaging genomics.40229250 · Bao, Jingxuan, Wen, Junhao, Chang, Changgee et al.2025 · 4 citationsNature communications. 2025;16(1):3524
Semiparametric joint modeling for biomarker trajectory before disease onset.40433774 · Sun, Yifei, Zhao, Xiwen, Chan, Kwun Chuen Gary et al.2025 · 0 citationsBiometrics. 2025;81(2)
Bayesian Longitudinal Network Regression With Application to Brain Connectome Genetics.40277222 · Li, Chenxi, Tian, Xinyuan, Gao, Simiao et al.2025 · 0 citationsStatistics in medicine. 2025;44(8-9):e70069
Antiseizure Medications in Poststroke Seizures: A Systematic Review and Network Meta-Analysis.39808752 · Misra, Shubham, Wang, Selena, Quinn, Terence J et al.2025 · 17 citationsNeurology. 2025;104(3):e210231
Characterizing Amyloid Pathogenic Spread in Alzheimer's Disease Through A Network Diffusion Model.41488126 · Xu, Frederick H, Duong-Tran, Duy, Huang, Heng et al.2026 · 1 citationACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine. 2025;2025
Sex-specific topological structure associated with dementia via latent space estimation.39530632 · Wang, Selena, Wang, Yiting, Xu, Frederick H et al.2024 · 6 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2024;20(12):8387-8401
Caudal and Thalamic Segregation in White Matter Brain Network Communities in Alzheimer's Disease Population.40814337 · Xu, Frederick, Duong-Tran, Duy, Zhao, Yize et al.2026 · 4 citations... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics. 2024;2024
Heritability and genetic contribution analysis of structural-functional coupling in human brain.40800503 · Dai, Wei, Zhang, Zhengwu, Song, Peihan et al.2026 · 2 citationsImaging neuroscience (Cambridge, Mass.). 2024;2
Bayesian pathway analysis over brain network mediators for survival data.39530270 · Tian, Xinyuan, Li, Fan, Shen, Li et al.2024 · 4 citationsBiometrics. 2024;80(4)
Bayesian mixed model inference for genetic association under related samples with brain network phenotype.38494649 · Tian, Xinyuan, Wang, Yiting, Wang, Selena et al.2024 · 2 citationsBiostatistics (Oxford, England). 2024;25(4):1195-1209
Self-reported hearing loss is associated with faster cognitive and functional decline but not diagnostic conversion in the ADNI cohort.39324520 · Miller, Alyssa A, Sharp, Emily S, Wang, Selena et al.2024 · 8 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2024;20(11):7847-7858
A Principled Framework to Assess the Information-Theoretic Fitness of Brain Functional Sub-Circuits.40822446 · Duong-Tran, Duy, Nguyen, Nghi, Mu, Shizhuo et al.2026 · 6 citationsMathematics (Basel, Switzerland). 2024;12(19)
Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling.39243600 · Wang, Selena, Wang, Yiting, Xu, Frederick H et al.2024 · 4 citationsMedical image analysis. 2025;99:103309
Medial Amygdalar Tau Is Associated With Mood Symptoms in Preclinical Alzheimer's Disease.39059466 · Li, Joyce S, Tun, Samantha M, Ficek-Tani, Bronte et al.2024 · 3 citationsBiological psychiatry. Cognitive neuroscience and neuroimaging. 2024;9(12):1301-1311
A principled framework to assess the information-theoretic fitness of brain functional sub-circuits.38979488 · Duong-Tran, Duy, Nguyen, Nghi, Mu, Shizhuo et al.2025 · 0 citationsArXiv. 2024
Volume-optimal persistence homological scaffolds of hemodynamic networks covary with MEG theta-alpha aperiodic dynamics.39108288 · Nguyen, Nghi, Hou, Tao, Amico, Enrico et al.2025 · 2 citationsArXiv. 2024
Joint modeling of human cortical structure: Genetic correlation network and composite-trait genetic correlation.39009250 · Shen, Jiangnan, Zhang, Yiliang, Zhu, Zhaohan et al.2024 · 6 citationsNeuroImage. 2024;297:120739
Quantifying Contributions from TopologicalCycles in the Brain Network towards Cognition10.1101/2024.06.03.597217v1 · Garai, S., Vo, S., Blank, L. et al.2024 · 1 citationbioRxiv
Medial amygdalar tau is associated with anxiety symptoms in preclinical Alzheimer's disease.38895308 · Li, Joyce S, Tun, Samantha M, Ficek-Tani, Bronte et al.2024 · 3 citationsbioRxiv : the preprint server for biology. 2024
Topology-based Clustering of Functional Brain Networks in an Alzheimer's Disease Cohort.38827100 · Xu, Frederick H, Gao, Michael, Chen, Jiong et al.2024 · 5 citationsAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2024;2024:449-458
MULTISCALE ESTIMATION OF MORPHOMETRICITY FOR REVEALING NEUROANATOMICAL BASIS OF COGNITIVE TRAITS.39371474 · Wen, Zixuan, Bao, Jingxuan, Yang, Shu et al.2026 · 0 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2024;2024
Knowledge-guided learning methods for integrative analysis of multi-omics data.38736693 · Li, Wenrui, Ballard, Jenna, Zhao, Yize et al.2025 · 26 citationsComputational and structural biotechnology journal. 2024;23:1945-1950
Learnable Community-Aware Transformer for Brain Connectome Analysis with Token Clustering2403.08203v1 · Yanting Yang, Beidi Zhao, Zhuohao Ni et al.2024 · 0 citationsarXiv
Bayesian semi-parametric inference for clustered recurrent events with zero inflation and a terminal event.39072299 · Tian, Xinyuan, Ciarleglio, Maria, Cai, Jiachen et al.2026 · 1 citationJournal of the Royal Statistical Society. Series C, Applied statistics. 2024;73(3):598-620
Identifying Shared Neuroanatomic Architecture between Cognitive Traits through Multiscale Morphometric Correlation Analysis.38584725 · Wen, Zixuan, Bao, Jingxuan, Yang, Shu et al.2025 · 1 citationMedical image computing and computer assisted intervention - MICCAI 2023 workshops : ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, proceedings. 2024;14394:227-240
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