Rethinking drug design in the artificial intelligence era

P Schneider, WP Walters, AT Plowright… - Nature reviews drug …, 2020 - nature.com
… and could be viewed as synergistic with human intelligence, that is, a domain-specific … in
drug design and selection. More ambitiously, the ultimate challenge for drug design with AI is to …

Artificial intelligence in drug design

G Hessler, KH Baringhaus - Molecules, 2018 - mdpi.com
… of artificial intelligence in the field of property or activity prediction, de novo design and …
systems has been largely increased over recent years, now also comprising de novo design or …

Artificial intelligence approaches for rational drug design and discovery

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

Artificial intelligence in chemistry and drug design

N Brown, P Ertl, R Lewis, T Luksch, D Reker… - … -Aided Molecular Design, 2020 - Springer
design. Nevertheless, extravagant claims have been made for the ability of Artificial Intelligence
(AI) to accelerate the design … on whether novel artificial intelligence methods contribute …

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
… the representative applications in small molecule drug design; and briefly introduced how
DL … how they were used in DL applications for small molecule drug design and development. …

Artificial intelligence in drug design: algorithms, applications, challenges and ethics

AA Arabi - Future Drug Discovery, 2021 - Taylor & Francis
drugs is rapidly growing due to advances in machine learning (ML) and artificial intelligence
… This review covers myriad faces of AI and ML in drug design. There is a plethora of AI …

Artificial intelligence and machine learning approaches for drug design: challenges and opportunities for the pharmaceutical industries

C Selvaraj, I Chandra, SK Singh - Molecular diversity, 2021 - Springer
drugs. These AI and ML methods are applied in every step of the computer-aided drug design,
and … drug design, along with its challenge and opportunity for the pharmaceutical industry. …

Machine learning in drug design: Use of artificial intelligence to explore the chemical structure–biological activity relationship

M Staszak, K Staszak, K Wieszczycka… - Wiley …, 2022 - Wiley Online Library
… use of artificial intelligence (AI) systems in drug design. Neural … run SciPy or NumPy packages
included in drug design tools. … recent developments in the field of drug design based on AI. …

[图书][B] Artificial intelligence in drug design

A Heifetz - 2022 - Springer
drug design approaches such as structure-and ligand-based, augmented and multi-objective
de novo drug design… , ADMET, pharmacokinetics and drug-target residence time, precision …

Machine learning, artificial intelligence, and data science breaking into drug design and neglected diseases

J Peña‐Guerrero, PA Nguewa… - Wiley Interdisciplinary …, 2021 - Wiley Online Library
Machine learning (ML) is becoming capable of transforming biomolecular interaction
description and calculation, promising an impact on molecular and drug design, chemical biology, …