[HTML][HTML] Computational approaches streamlining drug discovery

AV Sadybekov, V Katritch - Nature, 2023 - nature.com
Computer-aided drug discovery has been around for decades, although the past few years
have seen a tectonic shift towards embracing computational technologies in both academia …

Connected healthcare: Improving patient care using digital health technologies

A Awad, SJ Trenfield, TD Pollard, JJ Ong… - Advanced Drug Delivery …, 2021 - Elsevier
Now more than ever, traditional healthcare models are being overhauled with digital
technologies of Healthcare 4.0 increasingly adopted. Worldwide, digital devices are …

Generative machine learning for de novo drug discovery: A systematic review

DD Martinelli - Computers in Biology and Medicine, 2022 - Elsevier
Recent research on artificial intelligence indicates that machine learning algorithms can
auto-generate novel drug-like molecules. Generative models have revolutionized de novo …

[HTML][HTML] Artificial intelligence and machine learning in drug discovery and development

V Patel, M Shah - Intelligent Medicine, 2022 - Elsevier
The current rise of artificial intelligence and machine learning has been significant. It has
reduced the human workload improved quality of life significantly. This article describes the …

Machine learning for synergistic network pharmacology: a comprehensive overview

F Noor, M Asif, UA Ashfaq, M Qasim… - Briefings in …, 2023 - academic.oup.com
Network pharmacology is an emerging area of systematic drug research that attempts to
understand drug actions and interactions with multiple targets. Network pharmacology has …

[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 …

Advancing pharmacy and healthcare with virtual digital technologies

SJ Trenfield, A Awad, LE McCoubrey… - Advanced Drug Delivery …, 2022 - Elsevier
Digitalisation of the healthcare sector promises to revolutionise patient healthcare globally.
From the different technologies, virtual tools including artificial intelligence, blockchain …

Machine learning predicts 3D printing performance of over 900 drug delivery systems

BM Castro, M Elbadawi, JJ Ong, T Pollard… - Journal of Controlled …, 2021 - Elsevier
Abstract Three-dimensional printing (3DP) is a transformative technology that is advancing
pharmaceutical research by producing personalized drug products. However, advances …

[HTML][HTML] Artificial intelligence in multi-objective drug design

S Luukkonen, HW van den Maagdenberg… - Current Opinion in …, 2023 - Elsevier
The factors determining a drug's success are manifold, making de novo drug design an
inherently multi-objective optimisation (MOO) problem. With the advent of machine learning …

Harnessing artificial intelligence for the next generation of 3D printed medicines

M Elbadawi, LE McCoubrey, FKH Gavins… - Advanced Drug Delivery …, 2021 - Elsevier
Artificial intelligence (AI) is redefining how we exist in the world. In almost every sector of
society, AI is performing tasks with super-human speed and intellect; from the prediction of …