voiage.clinical_trials
Clinical Trial Design Optimization Module.
This module provides advanced clinical trial design optimization using Value of Information analysis:
- Sample size optimization based on VOI
- Adaptive trial design methodologies
- Interim analysis scheduling
- Multi-arm trial optimization
- Bayesian trial design integration
- Health economic endpoints in trial design
Author: voiage Development Team Version: 2.0.0
Classes
Section titled “Classes”- TrialType Types of clinical trials.
- EndpointType Types of clinical trial endpoints.
- AdaptationRule Types of adaptation rules for adaptive trials.
- TrialDesign Clinical trial design parameters.
- TrialOutcome Clinical trial outcome data.
- VOIBasedSampleSizeOptimizer Legacy heuristic sample-size optimizer.
- AdaptiveTrialOptimizer Adaptive clinical trial design optimization using VOI.
- ClinicalTrialDesignOptimizer Comprehensive clinical trial design optimization using VOI.
Functions
Section titled “Functions”- create_superiority_trial Create standard superiority trial design.
- create_adaptive_trial Create adaptive trial design.
- create_health_economics_trial Create trial with health economics endpoints.
- quick_trial_optimization Quick trial optimization for common scenarios.
- calculate_trial_voi Calculate VOI for a given trial configuration.