Clinical Trial Multi-Agent System with Large Language Model-based Reasoning for Improved Outcome Prediction and Failure Analysis

CT-Agent, a multi-agent framework that integrates GPT-4, multi-agent architectures, LEAST-TO-MOST, and ReAct reasoning technology, can autonomously manage the entire clinical trial process and demonstrate significant efficiency improvements in outcome prediction and failure analysis.