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Antreas Afantitis, Georgia Melagraki, Andreas Tsoumanis, Eugenia Valsami-Jones & Iseult Lynch. (2018) A nanoinformatics decision support tool for the virtual screening of gold nanoparticle cellular association using protein corona fingerprints. Nanotoxicology 12:10, pages 1148-1165.
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Azadi Golbamaki, Nazanin Golbamaki, Natalia Sizochenko, Bakhtiyor Rasulev, Jerzy Leszczynski & Emilio Benfenati. (2018) Genotoxicity induced by metal oxide nanoparticles: a weight of evidence study and effect of particle surface and electronic properties. Nanotoxicology 12:10, pages 1113-1129.
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Agnieszka Gajewicz, Tomasz Puzyn, Katarzyna Odziomek, Piotr Urbaszek, Andrea Haase, Christian Riebeling, Andreas Luch, Muhammad A. Irfan, Robert Landsiedel, Meike van der Zande & Hans Bouwmeester. (2018) Decision tree models to classify nanomaterials according to the DF4nanoGrouping scheme. Nanotoxicology 12:1, pages 1-17.
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Articles from other publishers (25)
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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Phan Thi Diem-Tran, Tue-Tam Ho, Nguyen-Van Tuan, Le-Quang Bao, Ha Tran Phuong, Trinh Thi Giao Chau, Hoang Thi Binh Minh, Cong-Truong Nguyen, Zulayho Smanova, Gerardo M. Casanola-Martin, Bakhtiyor Rasulev, Hai Pham-The & Le Canh Viet Cuong. (2023) Stability Constant and Potentiometric Sensitivity of Heavy Metal–Organic Fluorescent Compound Complexes: QSPR Models for Prediction and Design of Novel Coumarin-like Ligands. Toxics 11:7, pages 595.
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Ke Xu, Shilin Li, Yangkai Zhou, Xinglong Gao, Jie Mei & Ying Liu. (2023) Application of Computing as a High-Practicability and -Efficiency Auxiliary Tool in Nanodrugs Discovery. Pharmaceutics 15:4, pages 1064.
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Kristen Patnode, Bakhtiyor Rasulev & Andriy Voronov. (2022) Synergistic Behavior of Plant Proteins and Biobased Latexes in Bioplastic Food Packaging Materials: Experimental and Machine Learning Study. ACS Applied Materials & Interfaces 14:6, pages 8384-8393.
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Richard Liam Marchese Robinson, Haralambos Sarimveis, Philip Doganis, Xiaodong Jia, Marianna Kotzabasaki, Christiana Gousiadou, Stacey Lynn Harper & Terry Wilkins. (2021) Identifying diverse metal oxide nanomaterials with lethal effects on embryonic zebrafish using machine learning. Beilstein Journal of Nanotechnology 12, pages 1297-1325.
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Karel Diéguez-Santana & Humberto González-Díaz. (2021) Towards machine learning discovery of dual antibacterial drug–nanoparticle systems. Nanoscale 13:42, pages 17854-17870.
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Ricardo Santana, Enrique Onieva, Robin Zuluaga, Aliuska Duardo-Sánchez & Piedad Gañán. (2021) The Role of Machine Learning in Centralized Authorization Process of Nanomedicines in European Union. Current Topics in Medicinal Chemistry 21:9, pages 828-838.
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Ricardo Santana, Robin Zuluaga, Piedad Gañán, Sonia Arrasate, Enrique Onieva, Matthew M. Montemore & Humbert González-Díaz. (2020) PTML Model for Selection of Nanoparticles, Anticancer Drugs, and Vitamins in the Design of Drug–Vitamin Nanoparticle Release Systems for Cancer Cotherapy. Molecular Pharmaceutics 17:7, pages 2612-2627.
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