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SAR and QSAR in Environmental Research Volume 31, 2020 - Issue 4
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Articles

Classification models for predicting the antimalarial activity against Plasmodium falciparum

Q. LiuHunan Provincial Key Laboratory of Environmental Catalysis & Waste Regeneration, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-9512-445XView further author information
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J. DengHunan Provincial Key Laboratory of Environmental Catalysis & Waste Regeneration, College of Materials and Chemical Engineering, Hunan Institute of Engineering, Xiangtan, ChinaCorrespondence[email protected]
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M. LiuSchool of Chemistry and Materials Engineering, Huizhou University, Huizhou, PR ChinaORCID Iconhttps://orcid.org/0000-0002-2051-8267View further author information
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Pages 313-324 | Received 23 Jan 2020, Accepted 07 Mar 2020, Published online: 19 Mar 2020

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L.K. Akinola, A. Uzairu, G.A. Shallangwa & S.E. Abechi. (2023) Development of binary classification models for grouping hydroxylated polychlorinated biphenyls into active and inactive thyroid hormone receptor agonists. SAR and QSAR in Environmental Research 34:4, pages 267-284.
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Tuan Tran & Chinwe Ekenna. (2023) Molecular Descriptors Property Prediction Using Transformer-Based Approach. International Journal of Molecular Sciences 24:15, pages 11948.
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Tuan Tran & Chinwe Ekenna. (2022) Molecular Descriptors Property Prediction via a Natural Language Processing Approach. Molecular Descriptors Property Prediction via a Natural Language Processing Approach.
Charles Ikerionwu, Chikodili Ugwuishiwu, Izunna Okpala, Idara James, Matthew Okoronkwo, Charles Nnadi, Ugochukwu Orji, Deborah Ebem & Anthony Ike. (2022) Application of machine and deep learning algorithms in optical microscopic detection of Plasmodium: A malaria diagnostic tool for the future. Photodiagnosis and Photodynamic Therapy 40, pages 103198.
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Osondu Everestus Oguike, Chikodili Helen Ugwuishiwu, Caroline Ngozi Asogwa, Charles Okeke Nnadi, Wilfred Ofem Obonga & Anthony Amaechi Attama. (2022) Systematic review on the application of machine learning to quantitative structure–activity relationship modeling against Plasmodium falciparum. Molecular Diversity 26:6, pages 3447-3462.
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Sidong Qin, Yanjun Fan, Shengnan Hu, Yongqiang Wang, Ziqi Wang, Yixiang Cao, Qiyuan Liu, Siqiao Tan, Zhijun Dai & Wei Zhou. (2022) iPReditor-CMG: Improving a predictive RNA editor for crop mitochondrial genomes using genomic sequence features and an optimal support vector machine. Phytochemistry 200, pages 113222.
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Medard Edmund Mswahili, Gati Lother Martin, Jiyoung Woo, Guang J. Choi & Young-Seob Jeong. (2021) Antimalarial Drug Predictions Using Molecular Descriptors and Machine Learning against Plasmodium Falciparum. Biomolecules 11:12, pages 1750.
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Xinliang Yu & Jun Liu. (2020) Prediction of reaction rate constants of hydroxyl radical with chemicals in water. Water Environment Research 93:6, pages 934-939.
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