TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction

Understand

The clinical trial process, a critical phase in drug development, is essential for developing new treatments.

• The primary goal of interventional clinical trials is to evaluate the safety and efficacy of drug-based treatments for specific diseases.
• However, these trials are often lengthy, labor-intensive, and expensive.
• The duration of a clinical trial significantly impacts overall costs, making efficient timeline management crucial for controlling budgets and ensuring the economic feasibility of research.