The recent advances in the approach of artificial intelligence (AI) towards drug discovery

MK Khan, M Raza, M Shahbaz, I Hussain… - Frontiers in …, 2024 - frontiersin.org
Artificial intelligence (AI) has recently emerged as a unique developmental influence that is
playing an important role in the development of medicine. The AI medium is showing the …

From machine learning to deep learning: progress in machine intelligence for rational drug discovery

L Zhang, J Tan, D Han, H Zhu - Drug discovery today, 2017 - Elsevier
Highlights•Six commonly used machine learning methods in QSAR models are
summarized.•Newly developed combinatorial QSAR and hybrid QSAR methods are …

Chemists: AI is here; unite to get the benefits

EJ Griffen, AG Dossetter, AG Leach - Journal of Medicinal …, 2020 - ACS Publications
The latest developments in artificial intelligence (AI) have arrived into an existing state of
creative tension between computational and medicinal chemists. At their most productive …

[图书][B] Artificial intelligence-based drug design and discovery

YC Lo, G Ren, H Honda, KL Davis - 2019 - books.google.com
The drug discovery process from hit-to-lead has been a challenging task that requires
simultaneously optimizing numerous factors from maximizing compound activity, efficacy to …

Artificial intelligence approaches for rational drug design and discovery

W Duch, K Swaminathan… - Current pharmaceutical …, 2007 - ingentaconnect.com
Pattern recognition, machine learning and artificial intelligence approaches play an
increasingly important role in rational drug design, screening and identification of candidate …

The Role of AI in Drug Discovery

M Abbas, A Rassam, R Abunora, F Karamshahi… - …, 2024 - Wiley Online Library
The emergence of Artificial Intelligence (AI) in drug discovery marks a pivotal shift in
pharmaceutical research, blending sophisticated computational techniques with …

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: 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 …

Artificial Intelligence for Computer-Aided Drug Discovery

A Kate, E Seth, A Singh, CM Chakole… - Drug …, 2023 - thieme-connect.com
The continuous implementation of Artificial Intelligence (AI) in multiple scientific domains
and the rapid advancement in computer software and hardware, along with other …

Evolving drug design methodology: from QSAR to AIDD

J Xu - 2022 - chemrxiv.org
When medicinal chemistry was born a hundred years ago, a drug design methodology was
expected to be based on the knowledge of the relations among chemistry, biology and …