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Predicting In Vitro Neurotoxicity Induced by Nanoparticles Using Machine Learning

International journal of molecular sciences, 2020-07, Vol.21 (15), p.5280

2020

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A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles

Nanomaterials (Basel, Switzerland), 2021-07, Vol.11 (7), p.1774

2021

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Employing Supervised Algorithms for the Prediction of Nanomaterial's Antioxidant Efficiency

International journal of molecular sciences, 2023-02, Vol.24 (3), p.2792

2023

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Practices and Trends of Machine Learning Application in Nanotoxicology

Nanomaterials (Basel, Switzerland), 2020-01, Vol.10 (1), p.116

2020

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

Nanomaterials (Basel, Switzerland), 2020-05, Vol.10 (5), p.999

2020

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Design rules applied to silver nanoparticles synthesis: A practical example of machine learning application

Computational and structural biotechnology journal, 2024-12, Vol.25, p.20-33

2024

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Precaution as a Risk in Data Gaps and Sustainable Nanotechnology Decision Support Systems: a Case Study of Nano-Enabled Textiles Production

Nanoethics, 2021-12, Vol.15 (3), p.245-270

2021

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Data Shepherding in Nanotechnology. The Initiation

Nanomaterials (Basel, Switzerland), 2021-06, Vol.11 (6), p.1520

2021

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Health and environmental safety of nanomaterials: O Data, Where Art Thou?

NanoImpact, 2022-01, Vol.25, p.100378-100378, Article 100378

Furxhi, Irini

2022

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

Frontiers in bioengineering and biotechnology, 2022-01, Vol.9, p.805096

2022

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Data Shepherding in Nanotechnology. The Exposure Field Campaign Template

Nanomaterials (Basel, Switzerland), 2021-07, Vol.11 (7), p.1818

2021

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Hazard Screening Methods for Nanomaterials: A Comparative Study

International journal of molecular sciences, 2018-02, Vol.19 (3), p.649

2018

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Associations between mobility patterns and COVID-19 deaths during the pandemic: A network structure and rank propagation modelling approach

Array (New York), 2021-09, Vol.11, p.100075-100075, Article 100075

2021

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Physicochemical Transformations of Silver Nanoparticles in the Oro-Gastrointestinal Tract Mildly Affect Their Toxicity to Intestinal Cells In Vitro : An AOP-Oriented Testing Approach

Toxics (Basel), 2023-02, Vol.11 (3), p.199

2023

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Quantifying Emission Factors and Setting Conditions of Use According to ECHA Chapter R.14 for a Spray Process Designed for Nanocoatings-A Case Study

Nanomaterials (Basel, Switzerland), 2022-02, Vol.12 (4), p.596

2022

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Burden of Disease (BoD) Assessment to Estimate Risk Factors Impact in a Real Nanomanufacturing Scenario

Nanomaterials (Basel, Switzerland), 2022-11, Vol.12 (22), p.4089

2022

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

Toxicology letters, 2019-09, Vol.312, p.157-166

2019

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Nanotoxicology data for in silico tools: a literature review

Nanotoxicology, 2020-05, Vol.14 (5), p.612-637

2020

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Artificial augmented dataset for the enhancement of nano-QSARs models. A methodology based on topological projections

Nanotoxicology, 2023-08, Vol.17 (6-7), p.529-544

2023

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

Cybernetics and systems, 2020-01, Vol.51 (1), p.59-80

2020

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The risk perception of nanotechnology: evidence from twitter

RSC advances, 2022-04, Vol.12 (18), p.1121-1131

2022

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

Nanotoxicology, 2019-07, Vol.13 (6), p.827-848

2019

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A Supervised Machine-Learning Prediction of Textile’s Antimicrobial Capacity Coated with Nanomaterials

Coatings (Basel), 2021-12, Vol.11 (12), p.1532

2021

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From principles to reality. FAIR implementation in the nanosafety community

Nano today, 2023-08, Vol.51, p.101923, Article 101923

2023

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Predicting In Vitro Neurotoxicity Induced by Nanoparticles Using Machine Learning

A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles

Employing Supervised Algorithms for the Prediction of Nanomaterial's Antioxidant Efficiency

Practices and Trends of Machine Learning Application in Nanotoxicology

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

Design rules applied to silver nanoparticles synthesis: A practical example of machine learning application

Precaution as a Risk in Data Gaps and Sustainable Nanotechnology Decision Support Systems: a Case Study of Nano-Enabled Textiles Production

Data Shepherding in Nanotechnology. The Initiation

Health and environmental safety of nanomaterials: O Data, Where Art Thou?

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

Data Shepherding in Nanotechnology. The Exposure Field Campaign Template

Hazard Screening Methods for Nanomaterials: A Comparative Study

Associations between mobility patterns and COVID-19 deaths during the pandemic: A network structure and rank propagation modelling approach

Physicochemical Transformations of Silver Nanoparticles in the Oro-Gastrointestinal Tract Mildly Affect Their Toxicity to Intestinal Cells In Vitro : An AOP-Oriented Testing Approach

Quantifying Emission Factors and Setting Conditions of Use According to ECHA Chapter R.14 for a Spray Process Designed for Nanocoatings-A Case Study

Burden of Disease (BoD) Assessment to Estimate Risk Factors Impact in a Real Nanomanufacturing Scenario

Metadata stewardship in nanosafety research: learning from the past, preparing for an “on-the-fly” FAIR future

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

Nanotoxicology data for in silico tools: a literature review

Artificial augmented dataset for the enhancement of nano-QSARs models. A methodology based on topological projections

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

The risk perception of nanotechnology: evidence from twitter

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

A Supervised Machine-Learning Prediction of Textile’s Antimicrobial Capacity Coated with Nanomaterials

From principles to reality. FAIR implementation in the nanosafety community

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