Artificial intelligence in drug discovery: applications and techniques

J Deng, Z Yang, I Ojima, D Samaras… - Briefings in …, 2022 - academic.oup.com
… concepts in drug discovery, mainly on the screening and design of small molecules. Note
that AI-powered drug repositioning, which repurposes existing drugs or drug combinations for …

Artificial intelligence in drug discovery: recent advances and future perspectives

J Jiménez-Luna, F Grisoni, N Weskamp… - … on drug discovery, 2021 - Taylor & Francis
Drug discovery has experienced a … artificial intelligence (AI) in each of the considered
topics and predict how it could shape the future landscape of computer-assisted drug discovery. …

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 …

Advancing drug discovery via artificial intelligence

HCS Chan, H Shan, T Dahoun, H Vogel… - Trends in pharmacological …, 2019 - cell.com
… optimized to substantially speed up the R&D drug discovery process. We review below the
different subareas of the drug discovery process which have benefitted from incorporating AI. …

Big data and artificial intelligence modeling for drug discovery

H Zhu - Annual review of pharmacology and toxicology, 2020 - annualreviews.org
… of artificial intelligence in the big data era has paved the road to future rational drug
development and optimization, which will have a significant impact on drug discovery procedures …

Artificial intelligence to deep learning: machine intelligence approach for drug discovery

R Gupta, D Srivastava, M Sahu, S Tiwari, RK Ambasta… - Molecular …, 2021 - Springer
… the implementation of artificial intelligence and deep … artificial intelligence and deep
learning advancements provide an excellent opportunity for rational drug design and discovery

Using artificial intelligence methods to speed up drug discovery

Ó Álvarez-Machancoses… - … on drug discovery, 2019 - Taylor & Francis
… Introduction: Drug discovery is the process through which … Phenotypic prediction is of particular
use to drug discovery and … assist in drug repurposing and speed up and optimize the drug

Drug discovery with explainable artificial intelligence

J Jiménez-Luna, F Grisoni, G Schneider - Nature Machine Intelligence, 2020 - nature.com
… in drug discovery and propose potential future areas and research directions of XAI in drug
discovery. … Table 1 Computational approaches towards explainable AI in drug discovery and …

Deep learning for drug design: an artificial intelligence paradigm for drug discovery in the big data era

Y Jing, Y Bian, Z Hu, L Wang, XQS Xie - The AAPS journal, 2018 - Springer
… widely used to develop artificial intelligence (AI) in … machine learning (ML) algorithms, DL
methods still have a long way to go to achieve recognition in small molecular drug discovery

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

V Patel, M Shah - Intelligent Medicine, 2022 - Elsevier
… the use of artificial intelligence and machine learning to augment drug discovery and …
the roles of machine learning and artificial intelligence in facilitating drug development and …