Applied machine learning as a driver for polymeric biomaterials design

SM McDonald, EK Augustine, Q Lanners… - Nature …, 2023 - nature.com
Polymers are ubiquitous to almost every aspect of modern society and their use in medical
products is similarly pervasive. Despite this, the diversity in commercial polymers used in …

High-throughput methods in the discovery and study of biomaterials and materiobiology

L Yang, S Pijuan-Galito, HS Rho, AS Vasilevich… - Chemical …, 2021 - ACS Publications
The complex interaction of cells with biomaterials (ie, materiobiology) plays an increasingly
pivotal role in the development of novel implants, biomedical devices, and tissue …

Machine learning for polymeric materials: an introduction

MM Cencer, JS Moore, RS Assary - Polymer International, 2022 - Wiley Online Library
Polymers are incredibly versatile materials and have become ubiquitous. Increasingly,
researchers are using data science and polymer informatics to design new materials and …

Biofilm formation–what we can learn from recent developments

T Bjarnsholt, K Buhlin, YF Dufrêne… - Journal of internal …, 2018 - Wiley Online Library
Although biofilms have been observed early in the history of microbial research, their impact
has only recently been fully recognized. Biofilm infections, which contribute to up to 80% of …

Immune-instructive polymers control macrophage phenotype and modulate the foreign body response in vivo

HM Rostam, LE Fisher, AL Hook, L Burroughs… - Matter, 2020 - cell.com
Implanted medical devices often elicit adverse foreign body responses whereby
macrophages play a central role. Here, we identify simple polymers that instruct different …

Discovery of a polymer resistant to bacterial biofilm, swarming, and encrustation

JF Dubern, AL Hook, AM Carabelli, CY Chang… - Science …, 2023 - science.org
Innovative approaches to prevent catheter-associated urinary tract infections (CAUTIs) are
urgently required. Here, we describe the discovery of an acrylate copolymer capable of …

Antimicrobial properties of plant fibers

L Zamora-Mendoza, E Guamba, K Miño, MP Romero… - Molecules, 2022 - mdpi.com
Healthcare-associated infections (HAI), or nosocomial infections, are a global health and
economic problem in developed and developing countries, particularly for …

Biocompatible materials in otorhinolaryngology and their antibacterial properties

J Spałek, P Ociepa, P Deptuła, E Piktel… - International Journal of …, 2022 - mdpi.com
For decades, biomaterials have been commonly used in medicine for the replacement of
human body tissue, precise drug-delivery systems, or as parts of medical devices that are …

In vitro evaluation of polihexanide, octenidine and NaClO/HClO-based antiseptics against biofilm formed by wound pathogens

G Krasowski, A Junka, J Paleczny, J Czajkowska… - Membranes, 2021 - mdpi.com
Chronic wounds complicated with biofilm formed by pathogens remain one of the most
significant challenges of contemporary medicine. The application of topical antiseptic …

Advances in antimicrobial polymer coatings in the leather industry: a comprehensive review

X Wu, J Wu, C Mu, C Wang, W Lin - Industrial & Engineering …, 2021 - ACS Publications
Leather products have been widely used in our daily life since ancient times. However, they
are easily attacked by microbes, thus resulting in many adverse and undesirable problems …