Developing random forest based QSAR models for predicting the mixture toxicity of TiO2 based nano-mixtures to Daphnia magna
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Title
Developing random forest based QSAR models for predicting the mixture toxicity of TiO2 based nano-mixtures to Daphnia magna
Authors
Keywords
TiO, 2, nano-mixture, QSAR, Daphnia magna, Toxicity, Machine learning
Journal
NanoImpact
Volume 25, Issue -, Pages 100383
Publisher
Elsevier BV
Online
2022-01-21
DOI
10.1016/j.impact.2022.100383
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Note: Only part of the references are listed.- Status Quo in Data Availability and Predictive Models of Nano-Mixture Toxicity
- (2021) Tung X. Trinh et al. Nanomaterials
- Mixture toxicity of zinc oxide nanoparticle and chemicals with different mode of action upon Vibrio fischeri
- (2020) Fen Chen et al. Environmental Sciences Europe
- QNAR modeling of cytotoxicity of mixing nano-TiO2 and heavy metals
- (2020) Beilei Yuan et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Two-generational effects and recovery of arsenic and arsenate on Daphnia magna in the presence of nano-TiO2
- (2019) Wenhong Fan et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Mixture toxicity of metal oxide nanoparticles and silver ions on Daphnia magna
- (2019) Chang-Beom Park et al. JOURNAL OF NANOPARTICLE RESEARCH
- Ecotoxicity of nano-metal oxides: A case study on daphnia magna
- (2019) Monia Renzi et al. ECOTOXICOLOGY
- Nanosized titanium dioxide UV filter increases mixture toxicity when combined with parabens
- (2019) Ana C. Soler de la Vega et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- QSAR prediction of additive and non-additive mixture toxicities of antibiotics and pesticide
- (2018) Li-Tang Qin et al. CHEMOSPHERE
- Single or mixture halogenated chemicals? Risk assessment and developmental toxicity prediction on zebrafish embryos based on weighted descriptors approach
- (2018) Supratik Kar et al. CHEMOSPHERE
- Trophic Transfer and Accumulation of Multiwalled Carbon Nanotubes in the Presence of Copper Ions in Daphnia magna and Fathead Minnow (Pimephales promelas)
- (2018) Amanda M. Cano et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Application of Semiempirical Methods to Transition Metal Complexes: Fast Results but Hard-to-Predict Accuracy
- (2018) Yury Minenkov et al. Journal of Chemical Theory and Computation
- Environmental mixtures of nanomaterials and chemicals: The Trojan-horse phenomenon and its relevance for ecotoxicity
- (2018) Steffi Naasz et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Nano-QSAR modeling for ecosafe design of heterogeneous TiO2-based nano-photocatalysts
- (2018) Alicja Mikolajczyk et al. Environmental Science-Nano
- How to judge whether QSAR/read-across predictions can be trusted: a novel approach for establishing a model's applicability domain
- (2018) A. Gajewicz Environmental Science-Nano
- Mode of Action (MOA) Assignment Classifications for Ecotoxicology: An Evaluation of Approaches
- (2017) A. Kienzler et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- A mixture toxicity approach to predict the toxicity of Ag decorated ZnO nanomaterials
- (2017) S.L. Azevedo et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A new structure-based model for estimation of true critical volume of multi-component mixtures
- (2016) Mohammad Amin Sobati et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Prediction of joint algal toxicity of nano-CeO 2 /nano-TiO 2 and florfenicol: Independent action surpasses concentration addition
- (2016) Zhuang Wang et al. CHEMOSPHERE
- Extrapolating between toxicity endpoints of metal oxide nanoparticles: Predicting toxicity to Escherichia coli and human keratinocyte cell line (HaCaT) with Nano-QTTR
- (2016) Supratik Kar et al. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY
- Dynamic Probabilistic Modeling of Environmental Emissions of Engineered Nanomaterials
- (2016) Tian Yin Sun et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Combined experimental and computational approach to developing efficient photocatalysts based on Au/Pd–TiO2 nanoparticles
- (2016) Alicja Mikolajczyk et al. Environmental Science-Nano
- Nanosized Titanium Dioxide Reduces Copper Toxicity—The Role of Organic Material and the Crystalline Phase
- (2015) Ricki R. Rosenfeldt et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Does the exposure mode to ENPs influence their toxicity to aquatic species? A case study with TiO2 nanoparticles and Daphnia magna
- (2015) Beatrice Salieri et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Mixture Descriptors toward the Development of Quantitative Structure–Property Relationship Models for the Flash Points of Organic Mixtures
- (2015) Théophile Gaudin et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Introduction: Titanium Dioxide (TiO2) Nanomaterials
- (2014) Xiaobo Chen et al. CHEMICAL REVIEWS
- Heavy Metal Uptake and Toxicity in the Presence of Titanium Dioxide Nanoparticles: A Factorial Approach Using Daphnia magna.
- (2014) Ricki R. Rosenfeldt et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Synergistic Effects of Zinc Oxide Nanoparticles and Fatty Acids on Toxicity to Caco-2 Cells
- (2014) Yi Cao et al. INTERNATIONAL JOURNAL OF TOXICOLOGY
- Towards understanding mechanisms governing cytotoxicity of metal oxides nanoparticles: Hints from nano-QSAR studies
- (2014) Agnieszka Gajewicz et al. Nanotoxicology
- Toxicity of Engineered Nanoparticles in the Environment
- (2013) Melissa A. Maurer-Jones et al. ANALYTICAL CHEMISTRY
- Toxic effect of Cr(VI) in presence of n-TiO2 and n-Al2O3 particles towards freshwater microalgae
- (2013) Swayamprava Dalai et al. AQUATIC TOXICOLOGY
- Reliable predictive computational toxicology methods for mixture toxicity: toward the development of innovative integrated models for environmental risk assessment
- (2013) Jongwoon Kim et al. REVIEWS IN ENVIRONMENTAL SCIENCE AND BIO-TECHNOLOGY
- The potential of TiO2 nanoparticles as carriers for cadmium uptake in Lumbriculus variegatus and Daphnia magna
- (2012) Nanna B. Hartmann et al. AQUATIC TOXICOLOGY
- Development of Environmental Fate Models for Engineered Nanoparticles—A Case Study of TiO2 Nanoparticles in the Rhine River
- (2012) Antonia Praetorius et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Enhanced Oxidative Stress and Physiological Damage inDaphnia magnaby Copper in the Presence of Nano-TiO2
- (2012) W. H. Fan et al. Journal of Nanomaterials
- Titanium dioxide nanoparticles detoxify pirimicarb under UV irradiation at ambient intensities
- (2011) Frank Seitz et al. ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY
- Real External Predictivity of QSAR Models: How To Evaluate It? Comparison of Different Validation Criteria and Proposal of Using the Concordance Correlation Coefficient
- (2011) Nicola Chirico et al. Journal of Chemical Information and Modeling
- Using nano-QSAR to predict the cytotoxicity of metal oxide nanoparticles
- (2011) Tomasz Puzyn et al. Nature Nanotechnology
- Biological Surface Coating and Molting Inhibition as Mechanisms of TiO2 Nanoparticle Toxicity in Daphnia magna
- (2011) André Dabrunz et al. PLoS One
- Nano-TiO2 enhances the toxicity of copper in natural water to Daphnia magna
- (2010) Wenhong Fan et al. ENVIRONMENTAL POLLUTION
- Modeled Environmental Concentrations of Engineered Nanomaterials (TiO2, ZnO, Ag, CNT, Fullerenes) for Different Regions
- (2009) Fadri Gottschalk et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Biogenic synthesis of silver nanoparticles and their synergistic effect with antibiotics: a study against gram-positive and gram-negative bacteria
- (2009) Amanulla Mohammed Fayaz et al. Nanomedicine-Nanotechnology Biology and Medicine
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