Image de couverture de livre

Time-Varying Environmental and Polygenic Predictors of Substance Use Initiation in Youth: A Survival and Causal Modeling Study in the ABCD Cohort

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Wei, Mengman, Peng, Qian
Format:	Preprint
Publié:	2026
Sujets:	Quantitative Methods
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Joint Survival Modeling and Therapy Knowledge Graph Framework to Characterize Opioid Use Disorder Trajectories
par: Wei, Mengman, et autres
Publié: (2026)

Hillclimb-Causal Inference: A Data-Driven Approach to Identify Causal Pathways Among Parental Behaviors, Genetic Risk, and Externalizing Behaviors in Children
par: Wei, Mengman, et autres
Publié: (2025)

DynoSys: A Dynamic Systems Framework for Multimodal Integration of Genetic, Environmental, and Neurobiological Signals
par: Wei, Mengman, et autres
Publié: (2026)

A CNN Approach to Polygenic Risk Prediction of Kidney Stone Formation
par: Salem, Amr, et autres
Publié: (2024)

GWAS Summary Statistic Tool: A Meta-Analysis and Parsing Tool for Polygenic Risk Score Calculation
par: Muneeb, Muhammad, et autres
Publié: (2026)

Modeling Metabolic State Transitions in Obesity Using a Time-Varying Lambda-Omega Framework
par: Saghafi, Soheil, et autres
Publié: (2026)

Quantifying the Impact of Biobanks and Cohort Studies
par: Dorantes-Gilardi, Rodrigo, et autres
Publié: (2024)

Time-Varying Directed Interactions in Functional Brain Networks: Modeling and Validation
par: Xu, Nan, et autres
Publié: (2026)

The Multivariate SEM-PGS Model: Using Polygenic Scores to Investigate Cross-Trait Genetic Nurture and Assortative Mating
par: Lyu, Xuanyu, et autres
Publié: (2025)

Integrative Prognostic Modeling of Breast Cancer Survival with Gene Expression and Clinical Data
par: Amevor, Robert, et autres
Publié: (2025)

Recovering Time-Varying Networks From Single-Cell Data
par: Hasanaj, Euxhen, et autres
Publié: (2024)

Design of an Automated Ethanol Vapor Generating System for Alcohol Use Disorder(AUD) Animal Studies
par: Pozhitkov, Alexander, et autres
Publié: (2025)

Mechanistic Learning for Survival Prediction in NSCLC Using Routine Blood Biomarkers and Tumor Kinetics
par: Taieb, Ruben, et autres
Publié: (2026)

Enhancing Terrestrial Net Primary Productivity Estimation with EXP-CASA: A Novel Light Use Efficiency Model Approach
par: Chen, Guanzhou, et autres
Publié: (2024)

Complexity-Informed Causal Modeling of Neurodevelopmental Trajectories in Pediatric High-Grade Gliomas: Divergences from Neural Stem Cell Signatures
par: Uthamacumaran, Abicumaran, et autres
Publié: (2025)

Towards Precision Oncology: Predicting Mortality and Relapse-Free Survival in Head and Neck Cancer Using Clinical Data
par: Dhariwal, Naman, et autres
Publié: (2025)

Dynamic Vine Copulas: Detecting and Quantifying Time-Varying Higher-Order Interactions
par: Safaai, Houman, et autres
Publié: (2026)

Transformer-Based Hematological Malignancy Prediction from Peripheral Blood Smears in a Real-World Cohort
par: Dasdelen, Muhammed Furkan, et autres
Publié: (2025)

CITS: Nonparametric Statistical Causal Modeling for High-Resolution Neural Time Series
par: Biswas, Rahul, et autres
Publié: (2025)

BiPETE: A Bi-Positional Embedding Transformer Encoder for Risk Assessment of Alcohol and Substance Use Disorder with Electronic Health Records
par: Lee, Daniel S., et autres
Publié: (2025)

Exhaustive Investigation of CBC-Derived Biomarker Ratios for Clinical Outcome Prediction: The RDW-to-MCHC Ratio as a Novel Mortality Predictor in Critical Care
par: Leontiev, Dmytro, et autres
Publié: (2025)

Ethnic Disparities of Female Infiltrating Duct and Lobular Breast Cancer Survival by Cancer Stage: Findings From SEER 2006-2010
par: Amartey, Ishmael Nii Amartei
Publié: (2024)

Realizing Common Random Numbers: Event-Keyed Hashing for Causally Valid Stochastic Models
par: Buffalo, Vince, et autres
Publié: (2026)

Foundation Models for Environmental Science: A Survey of Emerging Frontiers
par: Yu, Runlong, et autres
Publié: (2025)

Time-Varying Hazard Patterns and Co-Mutation Profiles of KRAS G12C and G12D in Real-World NSCLC
par: Amevor, Robert, et autres
Publié: (2026)

CAN-STRESS: A Real-World Multimodal Dataset for Understanding Cannabis Use, Stress, and Physiological Responses
par: Azghan, Reza Rahimi, et autres
Publié: (2025)

Identifiability of nonlinear ODE Models with Time-Varying Parameters: the General Analytical Solution and Applications in Viral Dynamics
par: Martinelli, Agostino
Publié: (2022)

Subspace Tensor Orthogonal Rotation Model (STORM) for Batch Alignment, Cell Type Deconvolution, and Gene Imputation in Spatial Transcriptomic Data
par: Cottrell, Sean, et autres
Publié: (2026)

An Entropy-initiated Coupled-Trait ODE Framework for Modeling Longitudinal Cohort Dynamics
par: Rodriguez, Anderson M.
Publié: (2025)

Spatially-extended Flow Phixer (SpeF-Phixer): A Spatially Extended $φ$-Mixing Framework for Gene Regulatory Causal Inference in Spatial Gene Field
par: Nagasaka, Toru, et autres
Publié: (2025)

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning
par: Li, Hongtao, et autres
Publié: (2026)

A Causal Framework for Precision Rehabilitation
par: Cotton, R. James, et autres
Publié: (2024)

End-Stage Liver Disease Comorbidities in Patients Awaiting Transplantation: Identification and Impact on Liver Transplant Survival
par: Tacherel, Julia, et autres
Publié: (2024)

A Benchmark for Quantum Chemistry Relaxations via Machine Learning Interatomic Potentials
par: Fu, Cong, et autres
Publié: (2025)

Pharmacometrics Modeling via Physics-Informed Neural Networks: Integrating Time-Variant Absorption Rates and Fractional Calculus for Enhancing Prediction Accuracy
par: Ahmadi, Nazanin, et autres
Publié: (2024)

Mathematical Modeling of the Synergetic Effect between Radiotherapy and Immunotherapy
par: Xing, Yixun, et autres
Publié: (2023)

Dynamic Indicators of Adherence and Retention in Digital Health Studies: A Longitudinal Observational Analysis from the Brighten Study
par: Hamitouche, Dylan, et autres
Publié: (2024)

Multimodal Survival Modeling and Fairness-Aware Clinical Machine Learning for 5-Year Breast Cancer Risk Prediction
par: Khatibi, Toktam
Publié: (2026)

DREAM-B3P: Dual-Stream Transformer Network Enhanced by Feedback Diffusion Model for Blood-Brain Barrier Penetrating Peptide Prediction
par: Wang, Kaijie, et autres
Publié: (2025)

A Wrist-Worn Multimodal Reaction Time Monitoring Device for Ecologically-Valid Cognitive Assessment
par: Sarkar, Abhigyan, et autres
Publié: (2025)