Unleashing the Power of Machine Learning in Nanomedicine Formulation Development
A random forest machine learning model is able to make predictions on nanoparticle attributes of different nanomedicines (i.e. lipid nanoparticles, liposomes, or PLGA nanoparticles) based on microfluidic formulation parameters. Machine learning models are based on a database of nanoparticle formulations, and models are able to generate unique solutions
Thomas L. Moore +7 more
wiley +1 more source
Mendelian randomization study of lithocholate sulfate mediating the effect of MMP-1 on ischemic stroke. [PDF]
Wei Y +5 more
europepmc +1 more source
We introduce a nucleic acid nanoparticle (NANP) platform designed to be rrecognized by the human innate immune system in a regulated manner. By changing chemical composition while maintaining constant architectural parameters, we identify key determinants of immunorecognition enabling the rational design of NANPs with tunable immune activation profiles
Martin Panigaj +21 more
wiley +1 more source
This research presents a novel implantable bio‐battery, GF‐OsG, tailored for diabetic bone repair. GF‐OsG generates microcurrents in high‐glucose conditions to enhance vascularization, shift macrophages to the M2 phenotype, and regulate immune responses.
Nanning Lv +10 more
wiley +1 more source
Matrix metalloproteinases and risk of cardiovascular mortality and morbidity in the United Kingdom: A prospective cohort study with machine learning analysis. [PDF]
Huang J +6 more
europepmc +1 more source
Transferrable Risk Assessment Matrix
A risk assessment matrix to assess the potential environmental impacts of the deployment of helicoidal and coaxial GSHE based on different receiving environments.
openaire +1 more source
Reconfigurable Magnetic Soft Microrobot for Acoustically Triggered Targeted Bacterial Sterilization
Reconfigurable magnetic soft microrobots integrate in situ‐grown piezoelectric zinc oxide nanorods that produce reactive oxygen species upon acoustic excitation. Combining magnetically guided transport with thermally induced planar reconfiguration, the microrobots achieve targeted delivery and enhanced bacterial sterilization through efficient on ...
Quan Gao +12 more
wiley +1 more source
Enhancing Crisis Preparedness in Healthcare Facilities: A Risk-Based Assessment Tool for Preventing Targeted Violent Attacks. [PDF]
Zajíc M, Tušer I, Jánský J.
europepmc +1 more source
Electroactive Liquid Crystal Elastomers as Soft Actuators
Electroactive liquid crystal elastomers (eLCEs) can be actuated via electromechanical, electrochemical, or electrothermal effects. a) Electromechanical effects include Maxwell stress, electrostriction, and the electroclinic effect. b) Electrochemical effects arise from electrode redox reactions.
Yakui Deng, Min‐Hui Li
wiley +1 more source
Spatiotemporal prediction of water quality and ecological risk assessment in a river basin using T-GCN based on river network topology constraints. [PDF]
Li L.
europepmc +1 more source

