Mediation Analysis With Bayesian Nonlinear Joint Models: Evaluation of the Treatment Causal Pathways Between Tumor Growth Kinetics and Overall Survival
Fuente:
Wiley Open Access
Guardado en:
| Autores principales: | Georgios Kazantzidis, Francois Mercier, Virginie Rondeau |
|---|---|
| Formato: | Artículo Open Access |
| Publicado: |
Wiley
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Model‐Free Approach to Evaluate a Censored Intermediate Outcome as a Surrogate for Overall Survival
por: Xuan Wang, et al.
Publicado: (2025)
por: Xuan Wang, et al.
Publicado: (2025)
Survival Analysis Under the Aalen's Additive Hazards Model With Covariate Measurement Error: Application to Causal Mediation Analysis
por: Xialing Wen, et al.
Publicado: (2025)
por: Xialing Wen, et al.
Publicado: (2025)
Bridging the gap between two‐stage and joint models: The case of tumor growth inhibition and overall survival models
por: Danilo Alvares, et al.
Publicado: (2024)
por: Danilo Alvares, et al.
Publicado: (2024)
A Novel Stratified Analysis Method for Testing and Estimating Overall Treatment Effects on Time‐To‐Event Outcomes Using Average Hazard With Survival Weight
por: Zihan Qian, et al.
Publicado: (2025)
por: Zihan Qian, et al.
Publicado: (2025)
A joint frailty model for recurrent and competing terminal events: Application to delirium in the ICU
por: Lacey H. Etzkorn, et al.
Publicado: (2024)
por: Lacey H. Etzkorn, et al.
Publicado: (2024)
Structured Nonlinear Cure Model With Deep Neural Networks for High‐Dimensional Survival Analysis
por: Xingdong Feng, et al.
Publicado: (2026)
por: Xingdong Feng, et al.
Publicado: (2026)
A Bayesian Approach to Estimate Causal Average Treatment Effects Under Unmeasured Confounding
por: Jinghong Zeng
Publicado: (2026)
por: Jinghong Zeng
Publicado: (2026)
A Causal Mediation Approach to Account for Interaction of Treatment and Intercurrent Events: Using Hypothetical Strategy
por: Kunpeng Wu, et al.
Publicado: (2024)
por: Kunpeng Wu, et al.
Publicado: (2024)
A Functional Approach to Testing Overall Effect of Interaction Between DNA Methylation and SNPs
por: Yvelin Gansou, et al.
Publicado: (2026)
por: Yvelin Gansou, et al.
Publicado: (2026)
Causal Mediation Analysis: A Summary‐Data Mendelian Randomization Approach
por: Shu‐Chin Lin, et al.
Publicado: (2025)
por: Shu‐Chin Lin, et al.
Publicado: (2025)
Bayesian Sensitivity Analysis for Causal Estimation With Time‐Varying Unmeasured Confounding
por: Yushu Zou, et al.
Publicado: (2026)
por: Yushu Zou, et al.
Publicado: (2026)
Instrumental Variable Model Average With Applications in Nonlinear Causal Inference
por: Dong Chen, et al.
Publicado: (2024)
por: Dong Chen, et al.
Publicado: (2024)
Bayesian Hierarchical Models With Calibrated Mixtures of g‐priors for Assessing Treatment Effect Moderation in Meta‐Analysis
por: Qiao Wang, et al.
Publicado: (2026)
por: Qiao Wang, et al.
Publicado: (2026)
Model Validation for Survival Analysis by Smoothed Predictive Likelihood
por: Chengyuan Lu, et al.
Publicado: (2025)
por: Chengyuan Lu, et al.
Publicado: (2025)
A Bayesian Causal Model for Matrix‐Valued Exposures With Applications to Radiotherapy Planning
por: Zijin Liu, et al.
Publicado: (2026)
por: Zijin Liu, et al.
Publicado: (2026)
A Functional Joint Model for Survival and Multivariate Sparse Functional Data in Multi‐Cohort Alzheimer's Disease Study
por: Wenyi Wang, et al.
Publicado: (2026)
por: Wenyi Wang, et al.
Publicado: (2026)
Group Lasso Based Selection for High‐Dimensional Mediation Analysis
por: Allan Jérolon, et al.
Publicado: (2026)
por: Allan Jérolon, et al.
Publicado: (2026)
Joint Bayesian Hidden Markov Model With Subject‐Specific Transitions for Wearable Sensor Data
por: Wenbo Fei, et al.
Publicado: (2025)
por: Wenbo Fei, et al.
Publicado: (2025)
Bayesian Expectile Joint Model With Varying Coefficient for Longitudinal and Semi‐Competing Risks Data
por: Feng Gu, et al.
Publicado: (2025)
por: Feng Gu, et al.
Publicado: (2025)
Bayesian Variable Selection for High‐Dimensional Mediation Analysis: Application to Metabolomics Data in Epidemiological Studies
por: Youngho Bae, et al.
Publicado: (2026)
por: Youngho Bae, et al.
Publicado: (2026)
Heterogeneous Mediation Analysis for Cox Proportional Hazards Model With Multiple Mediators
por: Rongqian Sun, et al.
Publicado: (2024)
por: Rongqian Sun, et al.
Publicado: (2024)
Bayesian Spatial Relative Survival Model to Estimate the Loss in Life Expectancy and Crude Probability of Death for Cancer Patients
por: Yuliya Leontyeva, et al.
Publicado: (2025)
por: Yuliya Leontyeva, et al.
Publicado: (2025)
Jointly Modeling Time‐To‐Event and Longitudinal Data With Individual‐Specific Change Points: A Case Study in Modeling Tumor Burden
por: Ethan M. Alt, et al.
Publicado: (2025)
por: Ethan M. Alt, et al.
Publicado: (2025)
Flexible Bayesian Inference for Identifying Significantly Correlated Multiple Pathway Sets
por: PhilGeun Jin, et al.
Publicado: (2026)
por: PhilGeun Jin, et al.
Publicado: (2026)
Nonparametric Path‐Specific Effects on a Survival Outcome Through Multiple Time‐to‐Event Mediators
por: Yen‐Tsung Huang, et al.
Publicado: (2025)
por: Yen‐Tsung Huang, et al.
Publicado: (2025)
Time‐Varying Hormonal Treatment and Metastasis‐Free Survival Among ER+ Breast Cancer Patients: A Natural History Modelling Approach
por: Letizia Orsini, et al.
Publicado: (2026)
por: Letizia Orsini, et al.
Publicado: (2026)
Sample Size Estimation Using a Partially Clustered Frailty Model for Biomarker‐Strategy Designs With Multiple Treatments
por: Derek Dinart, et al.
Publicado: (2024)
por: Derek Dinart, et al.
Publicado: (2024)
Meta‐Analysis of Median Survival Times With Inverse‐Variance Weighting
por: Sean McGrath, et al.
Publicado: (2026)
por: Sean McGrath, et al.
Publicado: (2026)
Joint Bayesian Nowcasting of Severe Acute Respiratory Illness and COVID‐19 Positives in Brazil
por: Alba Halliday, et al.
Publicado: (2026)
por: Alba Halliday, et al.
Publicado: (2026)
Adaptive Sparsening and Smoothing of the Treatment Model for Longitudinal Causal Inference Using Outcome‐Adaptive LASSO and Marginal Fused LASSO
por: Mireille E. Schnitzer, et al.
Publicado: (2026)
por: Mireille E. Schnitzer, et al.
Publicado: (2026)
A Bayesian Location‐Scale Joint Model for Time‐To‐Event and Multivariate Longitudinal Data With Association Based on Within‐Individual Variability
por: Marco Palma, et al.
Publicado: (2026)
por: Marco Palma, et al.
Publicado: (2026)
Bayesian Empirical Likelihood Regression for Semiparametric Estimation of Optimal Dynamic Treatment Regimes
por: Weichang Yu, et al.
Publicado: (2024)
por: Weichang Yu, et al.
Publicado: (2024)
Exploring Causal Effects of Hormone‐ and Radio‐Treatments in an Observational Study of Breast Cancer Using Copula‐Based Semi‐Competing Risks Models
por: Tonghui Yu, et al.
Publicado: (2025)
por: Tonghui Yu, et al.
Publicado: (2025)
Illustrating Implications of Misaligned Causal Questions and Statistics in Settings With Competing Events and Interest in Treatment Mechanisms
por: Takuya Kawahara, et al.
Publicado: (2026)
por: Takuya Kawahara, et al.
Publicado: (2026)
Analysis of Cohort Stepped Wedge Cluster‐Randomized Trials With Nonignorable Dropout via Joint Modeling
por: Alessandro Gasparini, et al.
Publicado: (2025)
por: Alessandro Gasparini, et al.
Publicado: (2025)
A Bayesian Treatment Selection Design for Phase II Randomised Cancer Clinical Trials
por: Moka Komaki, et al.
Publicado: (2026)
por: Moka Komaki, et al.
Publicado: (2026)
Time‐Varying Bayesian Network Meta‐Analysis
por: Patrick M. LeBlanc, et al.
Publicado: (2025)
por: Patrick M. LeBlanc, et al.
Publicado: (2025)
An Augmented Likelihood Approach Incorporating Error‐Prone Auxiliary Data Into a Survival Analysis
por: Noorie Hyun, et al.
Publicado: (2025)
por: Noorie Hyun, et al.
Publicado: (2025)
Random Survival Forest With Multiple Imputation Analysis for Case‐Cohort and Generalized Case‐Cohort Studies
por: Haolin Li, et al.
Publicado: (2025)
por: Haolin Li, et al.
Publicado: (2025)
Flexible Modeling of Time‐Dependent Covariate Effects in Survival Models With Correlated Competing Risks: Application to the Evaluation of Risk‐Reducing Salpingo‐Oophorectomy in Women With BRCA1 Pathogenic Variants
por: Seungwoo Lee, et al.
Publicado: (2026)
por: Seungwoo Lee, et al.
Publicado: (2026)
Ejemplares similares
-
Model‐Free Approach to Evaluate a Censored Intermediate Outcome as a Surrogate for Overall Survival
por: Xuan Wang, et al.
Publicado: (2025) -
Survival Analysis Under the Aalen's Additive Hazards Model With Covariate Measurement Error: Application to Causal Mediation Analysis
por: Xialing Wen, et al.
Publicado: (2025) -
Bridging the gap between two‐stage and joint models: The case of tumor growth inhibition and overall survival models
por: Danilo Alvares, et al.
Publicado: (2024) -
A Novel Stratified Analysis Method for Testing and Estimating Overall Treatment Effects on Time‐To‐Event Outcomes Using Average Hazard With Survival Weight
por: Zihan Qian, et al.
Publicado: (2025) -
A joint frailty model for recurrent and competing terminal events: Application to delirium in the ICU
por: Lacey H. Etzkorn, et al.
Publicado: (2024)