How AI is being used to accelerate clinical trials - Nature
网页2024年3月13日 · The lab of Jimeng Sun, a computer scientist at the University of Illinois Urbana-Champaign, developed an algorithm called HINT (hierarchical interaction network) that can predict whether a trial...
Artificial Intelligence Applied to clinical trials: opportunities and ...
网页2023年2月28日 · Clinical Trials (CTs) remain the foundation of safe and effective drug development. Given the evolving data-driven and personalized medicine approach in healthcare, it is imperative for companies and regulators to utilize tailored Artificial Intelligence (AI) solutions that enable expeditious and streamlined clinical research.
Accelerating AI in clinical trials and research | McKinsey
网页2023年11月22日 · Clinical development and the randomized clinical trial (RCT) remain largely unaffected by the unprecedented wave of innovation in pharmaceutical R&D fueled by developments in artificial intelligence (AI), including generative AI (gen AI) and foundational models.
Revolutionizing clinical trials: the role of AI in accelerating …
网页2023年10月6日 · This article explains how AI has revolutionised innovative ways of collecting data, biosimulation, and early disease diagnosis for clinical trials and overcomes the challenges more precisely through cost and time reduction, improved efficiency, and improved drug development research with less need for rework.
Enhancing preclinical drug discovery with artificial intelligence
网页2022年4月1日 · In this review, we provide an overview of current AI technologies and a glimpse of how AI is reimagining preclinical drug discovery by highlighting examples where AI has made a real impact. Considering the excitement and hyperbole surrounding AI in drug discovery, we aim to present a realistic view by discussing both opportunities and ...
Artificial intelligence and machine learning in clinical …
网页2019年7月26日 · Analysis and learning from publically available biomedical and clinical trial data sets, real-world evidence from sensors, and health records by machine-learning architectures are discussed.
Enhancing preclinical drug discovery with artificial intelligence
网页Artificial intelligence (AI) is becoming an integral part of drug discovery. It has the potential to deliver across the drug discovery and development value chain, starting from target identification and reaching through clinical development. In this review, we provide an overview of current AI tech …
Artificial Intelligence and Machine Learning in Clinical Medicine, …
网页2023年3月29日 · Artificial Intelligence and Machine Learning in Clinical Medicine, 2023. Authors: Charlotte J. Haug, M.D., Ph.D., and Jeffrey M. Drazen, M.D. Author Info & Affiliations. Published...
Harnessing artificial intelligence to improve clinical trial design ...
网页2023年12月21日 · Liu et al. developed an open-source AI tool called Trial Pathfinder, which used electronic health record (EHR) data to simulate clinical trials, integrating EHR data according to different...
Reporting guideline for the early stage clinical evaluation of …
网页2022年5月18日 · Early stage clinical evaluation is important to assess an AI system’s actual clinical performance at small scale, ensure its safety, evaluate the human factors surrounding its use, and pave the way to further large scale trials. However, the reporting of these early studies remains inadequate.