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Irini Furxhi, Michal Kalapus, Anna Costa & Tomasz Puzyn. (2023) Artificial augmented dataset for the enhancement of nano-QSARs models. A methodology based on topological projections. Nanotoxicology 17:6-7, pages 529-544.
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Gianpietro Basei, Hubert Rauscher, Nina Jeliazkova & Danail Hristozov. (2022) A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes. Nanotoxicology 16:2, pages 195-216.
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Theresa E. Boots, Alyssa M. Kogel, Nathan M. Drew & Eileen D. Kuempel. (2021) Utilizing literature-based rodent toxicology data to derive potency estimates for quantitative risk assessment. Nanotoxicology 15:6, pages 740-760.
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Ceyda Oksel Karakus, Eyup Bilgi & David A. Winkler. (2021) Biomedical nanomaterials: applications, toxicological concerns, and regulatory needs. Nanotoxicology 15:3, pages 331-351.
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Articles from other publishers (42)
Yunchi Zhou, Ying Wang, Willie Peijnenburg, Martina G. Vijver, Surendra Balraadjsing & Wenhong Fan. (2023) Using Machine Learning to Predict Adverse Effects of Metallic Nanomaterials to Various Aquatic Organisms. Environmental Science & Technology 57:46, pages 17786-17795.
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Joyita Roy & Kunal Roy. (2023) Evaluating metal oxide nanoparticle (MeOx NP) toxicity with different types of nano descriptors mainly focusing on simple periodic table-based descriptors: a mini-review. Environmental Science: Nano 10:11, pages 2989-3011.
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Laura Morán-Fernández & Verónica Bolón-Canedo. (2023) Finding a needle in a haystack: insights on feature selection for classification tasks. Journal of Intelligent Information Systems.
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Pranjali Mahamuni-Badiger & Maruti J. Dhanavade. (2023) “Challenges and toxicity assessment of inorganic nanomaterials in biomedical applications: Current status and future roadmaps”. Journal of Drug Delivery Science and Technology 87, pages 104806.
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Roni Romano, Alexander Barbul & Rafi Korenstein. (2023) From modeling dose-response relationships to improved performance of decision-tree classifiers for predictive toxicology of nanomaterials. Computational Toxicology 27, pages 100277.
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Irini Furxhi, Egon Willighagen, Chris Evelo, Anna Costa, Davide Gardini & Ammar Ammar. (2023) A data reusability assessment in the nanosafety domain based on the NSDRA framework followed by an exploratory quantitative structure activity relationships (QSAR) modeling targeting cellular viability. NanoImpact 31, pages 100475.
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Irini Furxhi, Rossella Bengalli, Giulia Motta, Paride Mantecca, Ozge Kose, Marie Carriere, Ehtsham Ul Haq, Charlie O’Mahony, Magda Blosi, Davide Gardini & Anna Costa. (2023) Data-Driven Quantitative Intrinsic Hazard Criteria for Nanoproduct Development in a Safe-by-Design Paradigm: A Case Study of Silver Nanoforms. ACS Applied Nano Materials 6:5, pages 3948-3962.
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Martin Mullins, Martin Himly, Isabel Rodríguez Llopis, Irini Furxhi, Sabine Hofer, Norbert Hofstätter, Peter Wick, Daina Romeo, Dana Küehnel, Kirsi Siivola, Julia Catalán, Kerstin Hund-Rinke, Ioannis Xiarchos, Shona Linehan, Daan Schuurbiers, Amaia García Bilbao, Leire Barruetabeña & Damjana Drobne. (2022) (Re)Conceptualizing decision-making tools in a risk governance framework for emerging technologies—the case of nanomaterials. Environment Systems and Decisions 43:1, pages 3-15.
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Anna Griego, Edoardo Scarpa, Valeria De Matteis & Loris Rizzello. (2023) Nanoparticle delivery through the BBB in central nervous system tuberculosis. Ibrain 9:1, pages 43-62.
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Zuo Wang, Yi Bi, Kemin Li, Zan Song, Chuanying Pan, Shengxiang Zhang, Xianyong Lan, Nicholas S. Foulkes & Haiyu Zhao. (2023) Nickel oxide nanoparticles induce developmental neurotoxicity in zebrafish by triggering both apoptosis and ferroptosis. Environmental Science: Nano 10:2, pages 640-655.
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Janeck J. Scott-Fordsmand & Mónica J.B. Amorim. (2023) Using Machine Learning to make nanomaterials sustainable. Science of The Total Environment 859, pages 160303.
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Afshin Saadat, Asma Dehghani Varniab & Seyyed Mohammad Madani. (2022) Prediction of the Antibacterial Activity of the Green Synthesized Silver Nanoparticles against Gram Negative and Positive Bacteria by using Machine Learning Algorithms. Journal of Nanomaterials 2022, pages 1-10.
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Anas Ahmad, Mohammad Imran & Nisha Sharma. (2022) Precision Nanotoxicology in Drug Development: Current Trends and Challenges in Safety and Toxicity Implications of Customized Multifunctional Nanocarriers for Drug-Delivery Applications. Pharmaceutics 14:11, pages 2463.
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Surendra Balraadjsing, Willie J.G.M. Peijnenburg & Martina G. Vijver. (2022) Exploring the potential of in silico machine learning tools for the prediction of acute Daphnia magna nanotoxicity. Chemosphere 307, pages 135930.
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Neelkanth Bardhan. (2022) Nanomaterials in diagnostics, imaging and delivery: Applications from COVID-19 to cancer. MRS Communications 12:6, pages 1119-1139.
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Anaida Kad, Archit Pundir, Shailendra Kumar Arya, Sanjeev Puri & Madhu Khatri. (2022) Meta-analysis of in-vitro cytotoxicity evaluation studies of zinc oxide nanoparticles: Paving way for safer innovations. Toxicology in Vitro 83, pages 105418.
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Jing Li, Chuanxi Wang, Le Yue, Feiran Chen, Xuesong Cao & Zhenyu Wang. (2022) Nano-QSAR modeling for predicting the cytotoxicity of metallic and metal oxide nanoparticles: A review. Ecotoxicology and Environmental Safety 243, pages 113955.
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Natalia Lidmar von Ranke, Reinaldo Barros Geraldo, André Lima dos Santos, Victor G.O. Evangelho, Flaminia Flammini, Lucio Mendes Cabral, Helena Carla Castro & Carlos Rangel Rodrigues. (2022) Applying in silico approaches to nanotoxicology: Current status and future potential. Computational Toxicology 22, pages 100225.
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Valérie Forest. (2022) Experimental and Computational Nanotoxicology—Complementary Approaches for Nanomaterial Hazard Assessment. Nanomaterials 12:8, pages 1346.
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Snežana Đorđević, María Medel Gonzalez, Inmaculada Conejos-Sánchez, Barbara Carreira, Sabina Pozzi, Rita C. Acúrcio, Ronit Satchi-Fainaro, Helena F. Florindo & María J. Vicent. (2021) Current hurdles to the translation of nanomedicines from bench to the clinic. Drug Delivery and Translational Research 12:3, pages 500-525.
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Irini Furxhi, Massimo Perucca, Magda Blosi, Jesús Lopez de Ipiña, Juliana Oliveira, Finbarr Murphy & Anna Luisa Costa. (2022) ASINA Project: Towards a Methodological Data-Driven Sustainable and Safe-by-Design Approach for the Development of Nanomaterials. Frontiers in Bioengineering and Biotechnology 9.
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Irini Furxhi. (2022) Health and environmental safety of nanomaterials: O Data, Where Art Thou?. NanoImpact 25, pages 100378.
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Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Laura Morán-Fernández & Brais Cancela. 2022. Advances in Selected Artificial Intelligence Areas. Advances in Selected Artificial Intelligence Areas
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Irini Furxhi, Alessio Varesano, Hesham Salman, Mahsa Mirzaei, Vittoria Battistello, Ivonne Tonani Tomasoni & Magda Blosi. (2021) Data Shepherding in Nanotechnology: An Antimicrobial Functionality Data Capture Template. Coatings 11:12, pages 1486.
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Irini Furxhi, Finbarr Murphy, Craig A. Poland, Martin Cunneen & Martin Mullins. (2021) Precaution as a Risk in Data Gaps and Sustainable Nanotechnology Decision Support Systems: a Case Study of Nano-Enabled Textiles Production. NanoEthics 15:3, pages 245-270.
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VEDAMURTHY JOSHI, FIRDOS SULTHANA & DINESHA RAMADAS. (2021) ORAL DELIVERY OF SILVER NANOPARTICLES – A REVIEW. Asian Journal of Pharmaceutical and Clinical Research, pages 9-14.
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Gianpietro Basei, Alex Zabeo, Kirsten Rasmussen, Georgia Tsiliki & Danail Hristozov. (2021) A Weight of Evidence approach to classify nanomaterials according to the EU Classification, Labelling and Packaging Regulation criteria. NanoImpact 24, pages 100359.
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Laura A Geracitano, Solange B Fagan & José M Monserrat. (2021)
Analysis of global and
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Mahsa Mirzaei, Irini Furxhi, Finbarr Murphy & Martin Mullins. (2021) A Machine Learning Tool to Predict the Antibacterial Capacity of Nanoparticles. Nanomaterials 11:7, pages 1774.
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Irini Furxhi, Athanasios Arvanitis, Finbarr Murphy, Anna Costa & Magda Blosi. (2021) Data Shepherding in Nanotechnology. The Initiation. Nanomaterials 11:6, pages 1520.
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Hung-Jin Huang, Yu-Hsuan Lee, Yung-Ho Hsu, Chia-Te Liao, Yuh-Feng Lin & Hui-Wen Chiu. (2021) Current Strategies in Assessment of Nanotoxicity: Alternatives to In Vivo Animal Testing. International Journal of Molecular Sciences 22:8, pages 4216.
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Jossana A. Damasco, Saisree Ravi, Joy D. Perez, Daniel E. Hagaman & Marites P. Melancon. (2020) Understanding Nanoparticle Toxicity to Direct a Safe-by-Design Approach in Cancer Nanomedicine. Nanomaterials 10:11, pages 2186.
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Irini Furxhi & Finbarr Murphy. (2020) Predicting In Vitro Neurotoxicity Induced by Nanoparticles Using Machine Learning. International Journal of Molecular Sciences 21:15, pages 5280.
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Yik-Lam Cho, Hayden Weng Siong Tan, Quaiser Saquib, Yi Ren, Javed Ahmad, Rizwan Wahab, Weifeng He, Boon-Huat Bay & Han-Ming Shen. (2020) Dual role of oxidative stress-JNK activation in autophagy and apoptosis induced by nickel oxide nanoparticles in human cancer cells. Free Radical Biology and Medicine 153, pages 173-186.
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Finbarr Murphy, Anat Tchetchik & Irini Furxhi. (2020) Reduction of Health Care-Associated Infections (HAIs) with Antimicrobial Inorganic Nanoparticles Incorporated in Medical Textiles: An Economic Assessment. Nanomaterials 10:5, pages 999.
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