Artificial intelligence in drug development - Nature Medicine
3 天之前 · This Review explores the state-of-the-art applications of artificial intelligence in small-molecule drug development, from target identification and drug synthesis up to clinical trial design and ...
Artificial intelligence in drug discovery and development - PMC
AI can be used effectively in different parts of drug discovery, including drug design, chemical synthesis, drug screening, polypharmacology, and drug repurposing. Despite its advantages, AI faces some significant data challenges, such as the …
Artificial Intelligence in Drug Discovery: A Comprehensive …
As expenditure on drug development increases exponentially, the overall drug discovery process requires a sustainable revolution. Since artificial intelligence (AI) is leading the fourth industrial revolution, AI can be considered as a viable solution for unstable drug research and development.
Artificial intelligence in drug development - PubMed
Affiliations 1 Eye Hospital and Institute for Advanced Study on Eye Health and Diseases, Institute for clinical Data Science, Wenzhou Medical University, Wenzhou, China. [email protected].; 2 State Key Laboratory of Macromolecular Drugs and Large-Scale Preparation, Wenzhou Medical University, Wenzhou, China. [email protected].; 3 …
Artificial Intelligence (AI) Applications in Drug Discovery and Drug ...
In this review article, we will present a comprehensive overview of AI’s applications in the pharmaceutical industry, covering areas such as drug discovery, target optimization, personalized medicine, drug safety, and more.
The use of Artificial Intelligence Algorithms in drug development …
The term Artificial Intelligence (AI) was first used during a conference at Dartmouth University in the United States in 1956. AI refers to a branch of computer science, statistics, and engineering that, using algorithms and models, seeks to enable thinking, reasoning, understanding, learning, and the construction of intelligent entities.
Elucidating the role of artificial intelligence in drug development ...
2024年11月14日 · In the realm of AI drug development, association-based predictions provide a robust framework for identifying key interactions, streamlining the drug discovery process, and ultimately contributing to the development of more effective and targeted therapies.
Artificial intelligence as a tool in drug discovery and development
2024年9月20日 · We aimed to scrutinize the integration of large-scale omics data, electronic health records, and chemical informatics, highlighting the power of AI in uncovering novel therapeutic targets and accelerating drug repurposing strategies.
Artificial Intelligence in Drug Discovery and Development
This chapter comprehensively explores the pivotal role of artificial intelligence (AI) in drug discovery and development, encapsulating its potentials, methodologies, real-world applications, and inherent challenges.
Artificial Intelligence, Drug Development and Frameworks: An ...
There are also efforts that focus on the broad goal of democratizing AI through intelligent cyberinfrastructure 20 and on equity in drug development. 21 However, there has been scant attention given to the narrower focus on the potential contributions of AI to equity in the drug development process.
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