Artificial intelligence in drug discovery: recent advances and future perspectives

J Jiménez-Luna, F Grisoni, N Weskamp… - Expert opinion on drug …, 2021 - Taylor & Francis
Introduction: Artificial intelligence (AI) has inspired computer-aided drug discovery. The
widespread adoption of machine learning, in particular deep learning, in multiple scientific …

In Silico Prediction of Human Clinical Pharmacokinetics with ANDROMEDA by Prosilico: Predictions for an Established Benchmarking Data Set, a Modern Small Drug …

U Fagerholm, S Hellberg… - … to Laboratory Animals, 2023 - journals.sagepub.com
There is an ongoing aim to replace animal and in vitro laboratory models with in silico
methods. Such replacement requires the successful validation and comparably good …

[HTML][HTML] Oxidative functionalization of triterpenes isolated from Euphorbia resinifera latex: Semisynthesis, ADME-Tox, molecular docking, and molecular dynamics …

I Yamari, A Mouhib, B Es-Sounni, R Nejjari… - Chemical Physics …, 2023 - Elsevier
Natural triterpenes isolated from Euphorbia resinifera latex, α-Euphol and α-Euphorbol,
have been subjected to structural modification using oxidative agents such as chromic …

[HTML][HTML] The isoquinoline derivative" CYNOVID" as a prospective anti-SARS-CoV-2 agent: An expanded investigative computational study

AM Rabie, I Yamari, S Chtita - European Journal of Medicinal Chemistry …, 2024 - Elsevier
Isoquinoline compounds holding some nucleosidic structural hallmarks are considered
possible attractive options for effectively combating the different severe acute respiratory …

A fully integrated assay panel for early drug metabolism and pharmacokinetics profiling

J Wernevik, F Bergström, A Novén, J Hulthe… - ASSAY and Drug …, 2020 - liebertpub.com
Evaluation and optimization of physicochemical and metabolic properties of compounds are
a crucial component of the drug development process. Continuous access to this information …

Michael addition of ethyl acetoacetate on dibenzylideneacetone derivatives: Synthesis, spectroscopy, antimicrobial and in silico studies

A Mouhib, B Es-Sounni, M Laghmari, J Touhtouh… - Journal of Molecular …, 2025 - Elsevier
A series of trisubstituted cyclohexenones incorporating a styryl framework were synthesized
by Michael addition reaction of ethyl acetoacetate onto dibenzylideneacetone derivatives …

Predicting human pharmacokinetics: physiologically based pharmacokinetic modeling and in silico ADME prediction in early drug discovery

J Shi, W Zha - European Journal of Drug Metabolism and …, 2019 - Springer
Clinical trial failures caused by pharmacokinetic and bioavailability issues have significantly
diminished in recent years because of the considerable efforts and progress being made …

Metabolomics profiling and hazard prediction of spinosyn-based agricultural products: A computational approach

S Ghosh, A Sadhu, AH Mandal, S Dey, NC Saha… - Science of The Total …, 2025 - Elsevier
Spinosyn-based agricultural products, employed as biopesticides, have garnered significant
interest due to their environmentally friendly nature compared to conventional organic …

Multi-task convolutional neural networks for predicting in vitro clearance endpoints from molecular images

A Martínez Mora, V Subramanian… - Journal of Computer-Aided …, 2022 - Springer
Optimization of compound metabolic stability is a highly topical issue in pharmaceutical
research. Accordingly, application of predictive in silico models can potentially reduce the …

In silico approach for designing novel SARS-CoV-2 inhibitors from medicinal plants

RT Fouedjou, O Daoui, H Nour, M Ayoub… - Physical Chemistry …, 2023 - physchemres.org
Medicinal plants belonging to Cameroon flora, could be a source for the discovery of
potential inhibitors of SARS-CoV-2. These two proteins play a pivotal role in mediating viral …