Artificial intelligence in drug discovery and development

KK Mak, YH Wong, MR Pichika - Drug discovery and evaluation: safety …, 2024 - Springer
This chapter comprehensively explores the pivotal role of artificial intelligence (AI) in drug
discovery and development, encapsulating its potentials, methodologies, real-world …

Attention is all you need: utilizing attention in AI-enabled drug discovery

Y Zhang, C Liu, M Liu, T Liu, H Lin… - Briefings in …, 2024 - academic.oup.com
Recently, attention mechanism and derived models have gained significant traction in drug
development due to their outstanding performance and interpretability in handling complex …

[HTML][HTML] Advancing drug discovery with deep attention neural networks

A Lavecchia - Drug Discovery Today, 2024 - Elsevier
In the dynamic field of drug discovery, deep attention neural networks are revolutionizing our
approach to complex data. This review explores the attention mechanism and its extended …

Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - techrxiv.org
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

Applying AI to rebuild middle class jobs

D Autor - 2024 - nber.org
While the utopian vision of the current Information Age was that computerization would
flatten economic hierarchies by democratizing information, the opposite has occurred …

Artificial intelligence in nanotechnology for treatment of diseases

S Heydari, N Masoumi, E Esmaeeli… - Journal of Drug …, 2024 - Taylor & Francis
Nano-based drug delivery systems (DDSs) have demonstrated the ability to address
challenges posed by therapeutic agents, enhancing drug efficiency and reducing side …

Computer-aided drug design and drug discovery: a prospective analysis

SK Niazi, Z Mariam - Pharmaceuticals, 2023 - mdpi.com
In the dynamic landscape of drug discovery, Computer-Aided Drug Design (CADD) emerges
as a transformative force, bridging the realms of biology and technology. This paper …

Application of artificial intelligence in drug design: A review

S Singh, N Kaur, A Gehlot - Computers in Biology and Medicine, 2024 - Elsevier
Artificial intelligence (AI) is a field of computer science that involves acquiring information,
develo** rule bases, and mimicking human behaviour. The fundamental concept behind …

Traversing chemical space with active deep learning for low-data drug discovery

D van Tilborg, F Grisoni - Nature Computational Science, 2024 - nature.com
Deep learning is accelerating drug discovery. However, current approaches are often
affected by limitations in the available data, in terms of either size or molecular diversity …

[HTML][HTML] Integrating omics data and AI for cancer diagnosis and prognosis

Y Ozaki, P Broughton, H Abdollahi, H Valafar… - Cancers, 2024 - mdpi.com
Simple Summary Cancer remains one of the leading causes of death worldwide, which
emphasizes the need for its early and accurate diagnosis and prognosis. Our review …