Review of machine learning for lipid nanoparticle formulation and process development

PJ Dorsey, CL Lau, T Chang, PC Doerschuk… - Journal of …, 2024 - Elsevier
Lipid nanoparticles (LNPs) are a subset of pharmaceutical nanoparticulate formulations
designed to encapsulate, stabilize, and deliver nucleic acid cargoes in vivo. Applications for …

Exploring Latent Space for Generating Peptide Analogs Using Protein Language Models

PY Liang, X Huang, T Duran… - … on Bioinformatics and …, 2024 - ieeexplore.ieee.org
Generating peptides with desired properties is crucial for drug discovery and biotechnology.
Traditional sequence-based and structure-based methods often require extensive datasets …

[PDF][PDF] The Impact of Artificial Intelligence on Clinical Trials in the Pharmaceutical Industry

A Mujala, R Brunner - 2024 - academia.edu
This research investigates the potential of artificial intelligence (AI) in clinical trials, focusing
on efficiency, accuracy, and cost-effectiveness. To assess current systems and AI's impact, a …