Decision tree models to classify nanomaterials according to the DF4nanoGrouping scheme

The 3Rs as a framework to support a 21st century approach for nanosafety assessment

(2017) Natalie Burden et al.   Nano Today

What if the number of nanotoxicity data is too small for developing predictive Nano-QSAR models? An alternative read-across based approach for filling data gaps

(2017) Agnieszka Gajewicz   Nanoscale

CompNanoTox2015: novel perspectives from a European conference on computational nanotoxicology on predictive nanotoxicology

(2017) Miguel A. Bañares et al.   Nanotoxicology

Multi-target QSTR modeling for simultaneous prediction of multiple toxicity endpoints of nano-metal oxides

(2017) Nikita Basant et al.   Nanotoxicology

Application of Bayesian networks for hazard ranking of nanomaterials to support human health risk assessment

(2017) Hans J. P. Marvin et al.   Nanotoxicology

The way to cover prediction for cytotoxicity for all existing nano-sized metal oxides by using neural network method

(2017) Natalja Fjodorova et al.   Nanotoxicology

Concern-driven integrated approaches for the grouping, testing and assessment of nanomaterials

(2016) Robert Landsiedel   ENVIRONMENTAL POLLUTION

Comparative short-term inhalation toxicity of five organic diketopyrrolopyrrole pigments and two inorganic iron-oxide-based pigments

(2016) Thomas Hofmann et al.   INHALATION TOXICOLOGY

Maximizing Predictive Accuracy By P. R. Yarnold R. C. Soltysik. ODA Books, Chicago, IL, 2016, $98.00, 396 pp. ISBN 0 692 70092 7.

(2016) Ariel Linden   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

Accurate and interpretable nanoSAR models from genetic programming-based decision tree construction approaches

(2016) Ceyda Oksel et al.   Nanotoxicology

Predicting toxic potencies of metal oxide nanoparticles by means of nano-QSARs

(2016) Yunsong Mu et al.   Nanotoxicology

Influence of agglomeration and specific lung lining lipid/protein interaction on short-term inhalation toxicity

(2016) Wendel Wohlleben et al.   Nanotoxicology

Classification evaluation

(2016) Jake Lever et al.   NATURE METHODS

Case studies putting the decision-making framework for the grouping and testing of nanomaterials (DF4nanoGrouping) into practice

(2016) Josje H.E. Arts et al.   REGULATORY TOXICOLOGY AND PHARMACOLOGY

Towards a nanospecific approach for risk assessment

(2016) Susan Dekkers et al.   REGULATORY TOXICOLOGY AND PHARMACOLOGY

A redox proteomics approach to investigate the mode of action of nanomaterials

(2016) Christian Riebeling et al.   TOXICOLOGY AND APPLIED PHARMACOLOGY

Grouping nanomaterials to predict their potential to induce pulmonary inflammation

(2016) Hedwig M. Braakhuis et al.   TOXICOLOGY AND APPLIED PHARMACOLOGY

An ensemble model of QSAR tools for regulatory risk assessment

(2016) Prachi Pradeep et al.   Journal of Cheminformatics

An in vitro alveolar macrophage assay for predicting the short-term inhalation toxicity of nanomaterials

(2016) Martin Wiemann et al.   JOURNAL OF NANOBIOTECHNOLOGY

Nanomaterial Categorization for Assessing Risk Potential To Facilitate Regulatory Decision-Making

(2015) Hilary Godwin et al.   ACS Nano

On a simple approach for determining applicability domain of QSAR models

(2015) Kunal Roy et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Proteomic analysis of protein carbonylation: a useful tool to unravel nanoparticle toxicity mechanisms

(2015) Marc D. Driessen et al.   Particle and Fibre Toxicology

(Q)SAR modelling of nanomaterial toxicity: A critical review

(2015) Ceyda Oksel et al.   Particuology

Increasing Scientific Confidence in Adverse Outcome Pathways: Application of Tailored Bradford-Hill Considerations for Evaluating Weight of Evidence

(2015) Richard A. Becker et al.   REGULATORY TOXICOLOGY AND PHARMACOLOGY

A decision-making framework for the grouping and testing of nanomaterials (DF4nanoGrouping)

(2015) Josje H.E. Arts et al.   REGULATORY TOXICOLOGY AND PHARMACOLOGY

At the Crossroads of Nanotoxicologyin vitro: Past Achievements and Current Challenges

(2015) Saber M. Hussain et al.   TOXICOLOGICAL SCIENCES

Influence of dispersive agent on nanomaterial agglomeration and implications for biological effects in vivo or in vitro

(2015) Ursula G. Sauer et al.   TOXICOLOGY IN VITRO

The MARINA Risk Assessment Strategy: A Flexible Strategy for Efficient Information Collection and Risk Assessment of Nanomaterials

(2015) Peter Bos et al.   International Journal of Environmental Research and Public Health

Effects of SiO2, ZrO2, and BaSO4 nanomaterials with or without surface functionalization upon 28-day oral exposure to rats

(2014) Roland Buesen et al.   ARCHIVES OF TOXICOLOGY

Optimal nano-descriptors as translators of eclectic data into prediction of the cell membrane damage by means of nano metal-oxides

(2014) Alla P. Toropova et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Pulmonary toxicity of nanomaterials: a critical comparison of published in vitro assays and in vivo inhalation or instillation studies

(2014) Robert Landsiedel et al.   Nanomedicine

Towards understanding mechanisms governing cytotoxicity of metal oxides nanoparticles: Hints from nano-QSAR studies

(2014) Agnieszka Gajewicz et al.   Nanotoxicology

ITS-NANO - Prioritising nanosafety research to develop a stakeholder driven intelligent testing strategy

(2014) Vicki Stone et al.   Particle and Fibre Toxicology

Size-Dependent Toxicity of Silver Nanoparticles to Bacteria, Yeast, Algae, Crustaceans and Mammalian Cells In Vitro

(2014) Angela Ivask et al.   PLoS One

A critical appraisal of existing concepts for the grouping of nanomaterials

(2014) Josje H.E. Arts et al.   REGULATORY TOXICOLOGY AND PHARMACOLOGY

Concern-driven integrated approaches to nanomaterial testing and assessment – report of the NanoSafety Cluster Working Group 10

(2013) Agnes G. Oomen et al.   Nanotoxicology

Mapping the Biological Oxidative Damage of Engineered Nanomaterials

(2013) Shu-Feng Hsieh et al.   Small

Hazard identification of inhaled nanomaterials: making use of short-term inhalation studies

(2012) Christoph L. Klein et al.   ARCHIVES OF TOXICOLOGY

Genotoxicity investigations on nanomaterials

(2012) Franz Oesch et al.   ARCHIVES OF TOXICOLOGY

Optimization of parameters for semiempirical methods VI: more modifications to the NDDO approximations and re-optimization of parameters

(2012) James J. P. Stewart   JOURNAL OF MOLECULAR MODELING

Exploring Quantitative Nanostructure-Activity Relationships (QNAR) Modeling as a Tool for Predicting Biological Effects of Manufactured Nanoparticles

(2011) Denis Fourches et al.   COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING

Using nano-QSAR to predict the cytotoxicity of metal oxide nanoparticles

(2011) Tomasz Puzyn et al.   Nature Nanotechnology

Investigating the influence of data splitting on the predictive ability of QSAR/QSPR models

(2011) Tomasz Puzyn et al.   STRUCTURAL CHEMISTRY

Testing Metal-Oxide Nanomaterials for Human Safety

(2010) Robert Landsiedel et al.   ADVANCED MATERIALS

Adverse outcome pathways: A conceptual framework to support ecotoxicology research and risk assessment

(2010) Gerald T. Ankley et al.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY

Toxicology for the twenty-first century

(2009) Thomas Hartung   NATURE