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Author

Mengman Wei

Observed name: Wei, Mengman
Observed institution: Scripps Research Institute
ORCID: 0009-0008-0458-7140
Observed ORCID: 0009-0008-0458-7140
OpenAlex ID: A5119686887
Hillclimb-Causal Inference: a data-driven approach to identify causal pathways among parental behaviors, genetic risk, and externalizing behaviors in children
2025 · Mengman Wei, Qian Peng · Journal of the American Medical Informatics Association · 2
An Initial Genetic Correlation Analysis of Externalizing Behavior and Neuroimaging Phenotypes in the ABCD Cohort
2026 · Mengman Wei, Qian Peng · medRxiv
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Genetic Correlation Between Brain Imaging Phenotypes and Externalizing Behavior: A Large-Scale LDSC Analysis of UK Biobank IDPs
2026 · Mengman Wei, Qian Peng · medRxiv
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DynoSys 2.0: Graph-Based Modeling of Dynamic Risk States and System Transitions in Human Behaviours Development
2026 · Mengman Wei, Qian Peng · bioRxiv (Cold Spring Harbor Laboratory)
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DynoSys: A Dynamic Systems Framework for Multimodal Integration of Genetic, Environmental, and Neurobiological Signals
2026 · Wei, Mengman, Peng, Qian · arXiv (Cornell University)
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A Machine Learning Based Causal Interface for Time Varying Environmental Predictors of Substance Use Initiation in the ABCD Study
2026 · Mengman Wei, Lasya Yadlapati, et al. · medRxiv
Dynamic and Baseline Multi-Task Learning for Predicting Substance Use Initiation in the ABCD Study
2026 · Mengman Wei, Hanwen Zhang, et al. · medRxiv
Parallel Contributions of Externalizing Polygenic Liability and Brain Imaging Phenotypes to Adolescent Substance Use Initiation Timing: A Multistage Analysis in the ABCD Study
2026 · Mengman Wei, Qian Peng · bioRxiv (Cold Spring Harbor Laboratory)
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Multi-Ancestry Survival GWAS of Substance Use Initiation in the ABCD Study
2026 · Mengman Wei, Qian Peng · medRxiv
Time-Varying Environmental and Polygenic Predictors of Substance Use Initiation in Youth: A Survival and Causal Modeling Study in the ABCD Cohort
2026 · Wei, Mengman, Peng, Qian · PubMed
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A Joint Survival Modeling and Therapy Knowledge Graph Framework to Characterize Opioid Use Disorder Trajectories
2026 · Wei, Mengman, Peng, Qian · PubMed
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Hillclimb-Causal Inference: a data-driven approach to identify causal pathways among parental behaviors, genetic risk, and externalizing behaviors in children.
2025 · Mengman Wei, Qian Peng · PubMed
Works count: 12
Citation count: 2
H-index: 1
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