Machine learning prediction of nanoparticle in vitro toxicity: A comparative study of classifiers and ensemble-classifiers using the Copeland Index

Irini Furxhi, Finbarr Murphy, Martin Mullins, +1

Toxicology Letters

NanoparticlesNanomedicineEngineeringMachine LearningPredictive Toxicology +13

Autonomous Vehicles and Avoiding the Trolley (Dilemma): Vehicle Perception, Classification, and the Challenges of Framing Decision Ethics

Martin Cunneen, Martin Mullins, Finbarr Murphy, +3

Cybernetics & Systems

A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles

Mahsa Mirzaei, Irini Furxhi, Finbarr Murphy, +1

Nanomaterials

NanoparticlesEngineeringMachine LearningMachine Learning ToolNanotoxicology +23

Status, implications and challenges of European safe and sustainable by design paradigms applicable to nanomaterials and advanced materials

Irini Furxhi, Anna Luisa Costa, Socorro Vázquez‐Campos, +11

RSC Sustainability

EngineeringNanomaterials RegulationsEducationMaterial InnovationSustainable Material Development +18

Predicting In Vitro Neurotoxicity Induced by Nanoparticles Using Machine Learning

Irini Furxhi, Finbarr Murphy

International Journal of Molecular Sciences

NanoparticlesEngineeringMachine LearningNanotoxicologyBiomedical Engineering +16

Reduction of Health Care-Associated Infections (HAIs) with Antimicrobial Inorganic Nanoparticles Incorporated in Medical Textiles: An Economic Assessment

Finbarr Murphy, Anat Tchetchik, Irini Furxhi

Nanomaterials

NanomedicineAntibioticsTechnical TextileEconomic AssessmentHealthcare-associated Infection +10

Application of Bayesian networks in determining nanoparticle-induced cellular outcomes using transcriptomics

Irini Furxhi, Finbarr Murphy, Craig A. Poland, +3

Nanotoxicology

ASINA Project: Towards a Methodological Data-Driven Sustainable and Safe-by-Design Approach for the Development of Nanomaterials

Irini Furxhi, Massimo Perucca, Magda Blosi, +4

Frontiers in Bioengineering and Biotechnology

EngineeringNanotoxicologyBiomedical EngineeringSustainable DesignNanomedicine +24

Assessment of exposure determinants and exposure levels by using stationary concentration measurements and a probabilistic near-field/far-field exposure model

Antti Joonas Koivisto, Andrea Spinazzè, Frederik Verdonck, +9

Open Research Europe

From principles to reality. FAIR implementation in the nanosafety community

Verónica I. Dumit, Ammar Ammar, Martine Bakker, +21

Nano Today

Fair ImplementationMiniaturizationTechnologyEngineeringNanoscale System +11