Advanced Data Analytics with AI for Clinical Trials
Artificial Intelligence (AI) and advanced data analytics are transforming clinical trials by improving the speed, accuracy, and depth of data analysis. These innovations enable researchers to uncover insights that were previously unattainable, leading to more effective treatments and improved patient outcomes. This review article explores the key areas where AI-driven advanced data analytics are making an impact, the benefits they offer, and the challenges they face. Key Areas of Advanced Data Analytics with AI Predictive Analytics: Outcome Prediction: AI models predict patient outcomes based on historical data, genetic information, and other variables, helping identify the most promising treatment paths. Risk Stratification: AI algorithms stratify patients based on risk, enabling more personalized and targeted interventions. Real-Time Data Monitoring: Continuous Monitoring: AI enables real-time monitoring of patient data, identifying trends and anomalies that inform immediate clini