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 …

[HTML][HTML] Artificial intelligence and machine learning in pharmacological research: bridging the gap between data and drug discovery

S Singh, R Kumar, S Payra, SK Singh - Cureus, 2023 - ncbi.nlm.nih.gov
Artificial intelligence (AI) has transformed pharmacological research through machine
learning, deep learning, and natural language processing. These advancements have …

Integrating Artificial Intelligence for Drug Discovery in the Context of Revolutionizing Drug Delivery

AI Visan, I Negut - Life, 2024 - mdpi.com
Drug development is expensive, time-consuming, and has a high failure rate. In recent
years, artificial intelligence (AI) has emerged as a transformative tool in drug discovery …

[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 …

[HTML][HTML] Enhancing preclinical drug discovery with artificial intelligence

RSK Vijayan, J Kihlberg, JB Cross, V Poongavanam - Drug discovery today, 2022 - Elsevier
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 …

Artificial intelligence revolutionizing drug development: Exploring opportunities and challenges

PC Tiwari, R Pal, MJ Chaudhary… - Drug Development …, 2023 - Wiley Online Library
By harnessing artificial intelligence (AI) algorithms and machine learning techniques, the
entire drug discovery process stands to undergo a profound transformation, offering a …

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 1: Ways to make an impact, and why we are not there yet

A Bender, I Cortés-Ciriano - Drug discovery today, 2021 - Elsevier
Highlights•Artificial Intelligence (AI) has transformed many areas such as speech and image
recognition, but not yet drug discovery.•Approaches to AI in drug discovery need to take in …

Artificial intelligence for drug discovery: Are we there yet?

C Hasselgren, TI Oprea - Annual Review of Pharmacology and …, 2024 - annualreviews.org
Drug discovery is adapting to novel technologies such as data science, informatics, and
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …

Artificial intelligence in drug design—the storm before the calm?

AM Jordan - ACS medicinal chemistry letters, 2018 - ACS Publications
Artificial intelligence in drug design in experiencing a wave of excitement not seen since the
emergence of computational chemistry in the late 1980s and early 1990s. Apparently failing …