Bayesian Optimization for Personalized Dose-Finding Trials with Combination Therapies
Fuente:
arXiv
Saved in:
| Main Authors: | Willard, James, Golchi, Shirin, Moodie, Erica E. M., Boulanger, Bruno, Carlin, Bradley P. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian Optimization for Identification of Optimal Biological Dose Combinations in Personalized Dose-Finding Trials
by: Willard, James, et al.
Published: (2024)
by: Willard, James, et al.
Published: (2024)
Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials
by: Golchi, Shirin, et al.
Published: (2023)
by: Golchi, Shirin, et al.
Published: (2023)
Sparse two-stage Bayesian meta-analysis for individualized treatments
by: Shen, Junwei, et al.
Published: (2024)
by: Shen, Junwei, et al.
Published: (2024)
A Bayesian adaptive enrichment design using aggregate historical data to inform individualized treatment recommendations
by: Maleyeff, Lara, et al.
Published: (2026)
by: Maleyeff, Lara, et al.
Published: (2026)
fkbma: An R Package for Detecting Tailoring Variables with Free-Knot B-Splines and Bayesian Model Averaging
by: Maleyeff, Lara, et al.
Published: (2025)
by: Maleyeff, Lara, et al.
Published: (2025)
An adaptive enrichment design using Bayesian model averaging for selection and threshold-identification of tailoring variables
by: Maleyeff, Lara, et al.
Published: (2024)
by: Maleyeff, Lara, et al.
Published: (2024)
Design of Bayesian Clinical Trials with Clustered Data
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
Bayesian Design and Analysis of Precision Trials with Partial Borrowing
by: Golchi, Shirin, et al.
Published: (2026)
by: Golchi, Shirin, et al.
Published: (2026)
Bayesian Design of Experiments in the Presence of Nuisance Parameters
by: Golchi, Shirin, et al.
Published: (2025)
by: Golchi, Shirin, et al.
Published: (2025)
Personalized Treatment Hierarchies in Bayesian Network Meta-Analysis
by: Wigle, Augustine, et al.
Published: (2026)
by: Wigle, Augustine, et al.
Published: (2026)
An Efficient Approach to Design Bayesian Platform Trials
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials
by: Shirin Golchi, et al.
Published: (2024)
by: Shirin Golchi, et al.
Published: (2024)
Identifying Treatment Effect Heterogeneity with Bayesian Hierarchical Adjustable Random Partition in Adaptive Enrichment Trials
by: Zhao, Xianglin, et al.
Published: (2025)
by: Zhao, Xianglin, et al.
Published: (2025)
Doubly-Robust Bayesian Estimation of Optimal Individualized Treatment Rules using Network Meta-Analysis
by: Wigle, Augustine, et al.
Published: (2026)
by: Wigle, Augustine, et al.
Published: (2026)
Group Sequential Design with Posterior and Posterior Predictive Probabilities
by: Hagar, Luke, et al.
Published: (2025)
by: Hagar, Luke, et al.
Published: (2025)
A Precision Trial Case Study for Heterogeneous Treatment Effects in Obstructive Sleep Apnea
by: Maleyeff, Lara, et al.
Published: (2025)
by: Maleyeff, Lara, et al.
Published: (2025)
Revisiting the Effects of Maternal Education on Adolescents' Academic Performance: Doubly Robust Estimation in a Network-Based Observational Study
by: McNealis, Vanessa, et al.
Published: (2023)
by: McNealis, Vanessa, et al.
Published: (2023)
Joint mixed-effects models for causal inference in clustered network-based observational studies
by: McNealis, Vanessa, et al.
Published: (2024)
by: McNealis, Vanessa, et al.
Published: (2024)
Information Borrowing from Partially Compatible Trajectories for Estimation of Dynamic Treatment Regimes
by: Si, Chloe, et al.
Published: (2025)
by: Si, Chloe, et al.
Published: (2025)
Individualized treatment regimens under correlated data with multiple outcomes
by: Dolmatov, Misha, et al.
Published: (2025)
by: Dolmatov, Misha, et al.
Published: (2025)
BOIN Designs for Dose Escalation With Selected Dose Combinations in Oncology Phase I Trials
by: Chen, Yuxuan, et al.
Published: (2026)
by: Chen, Yuxuan, et al.
Published: (2026)
Synergy-Informed Design of Platform Trials for Combination Therapies
by: Xi, Nan Miles, et al.
Published: (2025)
by: Xi, Nan Miles, et al.
Published: (2025)
Comparing HIV Vaccine Immunogenicity across Trials with Different Populations and Study Designs
by: Jin, Yutong, et al.
Published: (2024)
by: Jin, Yutong, et al.
Published: (2024)
Precision Dose-Finding Design for Phase I Oncology Trials by Integrating Pharmacology Data
by: Lee, Kyong Ju, et al.
Published: (2025)
by: Lee, Kyong Ju, et al.
Published: (2025)
Utility-Based Dose Optimization Approaches for Multiple-Dose Randomized Trial Designs Accounting for Multiple Endpoints
by: DAngelo, Gina, et al.
Published: (2025)
by: DAngelo, Gina, et al.
Published: (2025)
Dual-criterion Dose Finding Designs Based on Dose-Limiting Toxicity and Tolerability
by: Yang, Yunlong, et al.
Published: (2024)
by: Yang, Yunlong, et al.
Published: (2024)
Defining Utility as a Measure of Preference Under Uncertainty in Phase I-II Oncology Dose Finding Trials
by: Hall, Andrew, et al.
Published: (2025)
by: Hall, Andrew, et al.
Published: (2025)
Personalized Two-sided Dose Interval
by: Park, Chan, et al.
Published: (2023)
by: Park, Chan, et al.
Published: (2023)
Inference on summaries of a model-agnostic longitudinal variable importance trajectory with application to suicide prevention
by: Williamson, Brian D., et al.
Published: (2023)
by: Williamson, Brian D., et al.
Published: (2023)
Estimands for Early Phase Dose Optimization Trials in Oncology
by: Mukherjee, Ayon, et al.
Published: (2025)
by: Mukherjee, Ayon, et al.
Published: (2025)
ROMI: A Randomized Two-Stage Basket Trial Design to Optimize Doses for Multiple Indications
by: Wang, Shuqi, et al.
Published: (2024)
by: Wang, Shuqi, et al.
Published: (2024)
A Likelihood Perspective on Dose-Finding Study Designs in Oncology
by: Zhang, Zhiwei
Published: (2023)
by: Zhang, Zhiwei
Published: (2023)
Estimating hidden population size from a single respondent-driven sampling survey
by: Yauck, Mamadou, et al.
Published: (2024)
by: Yauck, Mamadou, et al.
Published: (2024)
An Adaptive Phase II Trial Design for Dose Selection and Addition in Microfilarial Infections
by: Zehetmayer, Sonja, et al.
Published: (2026)
by: Zehetmayer, Sonja, et al.
Published: (2026)
BOP2-TE: Bayesian Optimal Phase 2 Design for Jointly Monitoring Efficacy and Toxicity with Application to Dose Optimization
by: Chen, Kai, et al.
Published: (2024)
by: Chen, Kai, et al.
Published: (2024)
LORDs: Locally Optimal Restricted Designs for Phase I/II Dose-Finding Studies
by: Sverdlov, Oleksandr, et al.
Published: (2025)
by: Sverdlov, Oleksandr, et al.
Published: (2025)
Some Bayesian Perspectives on Clinical Trials
by: Sokolova, Alexandra, et al.
Published: (2026)
by: Sokolova, Alexandra, et al.
Published: (2026)
Profile Bayesian Optimization for Expensive Computer Experiments
by: Kyger, Courtney, et al.
Published: (2025)
by: Kyger, Courtney, et al.
Published: (2025)
Partial Ordering Bayesian Logistic Regression Model for Phase I Combination Trials and Computationally Efficient Approach to Operational Prior Specification
by: Chen, Weishi, et al.
Published: (2024)
by: Chen, Weishi, et al.
Published: (2024)
Statistical Operating Characteristics of Current Early Phase Dose Finding Designs with Toxicity and Efficacy in Oncology
by: Sun, Hao, et al.
Published: (2024)
by: Sun, Hao, et al.
Published: (2024)
Similar Items
-
Bayesian Optimization for Identification of Optimal Biological Dose Combinations in Personalized Dose-Finding Trials
by: Willard, James, et al.
Published: (2024) -
Estimating the Sampling Distribution of Posterior Decision Summaries in Bayesian Clinical Trials
by: Golchi, Shirin, et al.
Published: (2023) -
Sparse two-stage Bayesian meta-analysis for individualized treatments
by: Shen, Junwei, et al.
Published: (2024) -
A Bayesian adaptive enrichment design using aggregate historical data to inform individualized treatment recommendations
by: Maleyeff, Lara, et al.
Published: (2026) -
fkbma: An R Package for Detecting Tailoring Variables with Free-Knot B-Splines and Bayesian Model Averaging
by: Maleyeff, Lara, et al.
Published: (2025)