The role of AI in drug discovery: challenges, opportunities, and strategies

A Blanco-Gonzalez, A Cabezon, A Seco-Gonzalez… - Pharmaceuticals, 2023 - mdpi.com
Artificial intelligence (AI) has the potential to revolutionize the drug discovery process,
offering improved efficiency, accuracy, and speed. However, the successful application of AI …

Success stories of AI in drug discovery-where do things stand?

KK Mak, MK Balijepalli, MR Pichika - Expert opinion on drug …, 2022 - Taylor & Francis
Introduction Artificial intelligence (AI) in drug discovery and development (DDD) has gained
more traction in the past few years. Many scientific reviews have already been made …

Artificial intelligence in drug discovery and development

KK Mak, YH Wong, MR Pichika - Drug Discovery and Evaluation: Safety …, 2023 - Springer
This chapter comprehensively explores the pivotal role of artificial intelligence (AI) in drug
discovery and development, encapsulating its potentials, methodologies, real-world …

Artificial intelligence in drug discovery: recent advances and future perspectives

J Jiménez-Luna, F Grisoni, N Weskamp… - Expert opinion on drug …, 2021 - Taylor & Francis
Introduction: Artificial intelligence (AI) has inspired computer-aided drug discovery. The
widespread adoption of machine learning, in particular deep learning, in multiple scientific …

[HTML][HTML] Artificial intelligence in drug discovery: what is realistic, what are illusions? Part 2: a discussion of chemical and biological data

A Bender, I Cortes-Ciriano - Drug Discovery Today, 2021 - Elsevier
Highlights•Drug discovery data and data from other sources are different in quantity and
characteristics.•This article underlines the difference of data from different domains.•In order …

Artificial intelligence in drug discovery: into the great wide open

J Bajorath, S Kearnes, WP Walters… - Journal of medicinal …, 2020 - ACS Publications
We are pleased to introduce the Special Issue “Artificial Intelligence in Drug Discovery”
highlighting the emerging role of artificial intelligence (AI) in pharmaceutical research. A …

Rethinking drug design in the artificial intelligence era

P Schneider, WP Walters, AT Plowright… - Nature reviews drug …, 2020 - nature.com
Artificial intelligence (AI) tools are increasingly being applied in drug discovery. While some
protagonists point to vast opportunities potentially offered by such tools, others remain …

Revolutionizing medicinal chemistry: the application of artificial intelligence (AI) in early drug discovery

R Han, H Yoon, G Kim, H Lee, Y Lee - Pharmaceuticals, 2023 - mdpi.com
Artificial intelligence (AI) has permeated various sectors, including the pharmaceutical
industry and research, where it has been utilized to efficiently identify new chemical entities …

Advancing drug discovery via artificial intelligence

HCS Chan, H Shan, T Dahoun, H Vogel… - Trends in pharmacological …, 2019 - cell.com
Drug discovery and development are among the most important translational science
activities that contribute to human health and wellbeing. However, the development of a new …

AI Assisted Drug Discovery: Emphasizing Its Role in Accelerating Precision Medicine Initiatives and Improving Treatment Outcomes

M Raparthi - Human-Computer Interaction Perspectives, 2022 - thesciencebrigade.com
Artificial Intelligence (AI) has emerged as a transformative tool in the field of drug discovery,
revolutionizing the way researchers identify and develop new therapeutic compounds. This …