Clinical Trial
Clinical trials are research studies designed to evaluate the safety and efficacy of new medical interventions, aiming to accelerate the development of effective treatments. Current research emphasizes leveraging artificial intelligence, particularly large language models (LLMs) and deep learning networks, to improve various aspects of the trial process, including target selection, design optimization, patient recruitment, and outcome prediction. These AI-driven approaches offer the potential to significantly reduce costs, improve efficiency, and enhance the overall success rate of clinical trials, ultimately benefiting both researchers and patients.
Papers
New drugs and stock market: how to predict pharma market reaction to clinical trial announcements
Semen Budennyy, Alexey Kazakov, Elizaveta Kovtun, Leonid Zhukov
Adaptive Identification of Populations with Treatment Benefit in Clinical Trials: Machine Learning Challenges and Solutions
Alicia Curth, Alihan Hüyük, Mihaela van der Schaar