AINeutralarXiv – CS AI · Feb 274/105
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Early Risk Stratification of Dosing Errors in Clinical Trials Using Machine Learning
Researchers developed a machine learning framework to predict which clinical trials are likely to have high dosing error rates before the trials begin. The system analyzed 42,112 clinical trials and achieved 86.2% accuracy using a combination of structured data and text analysis, enabling proactive risk management in clinical research.