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Georgia Melagraki

Researcher at Hellenic Military Academy

Publications -  99
Citations -  2730

Georgia Melagraki is an academic researcher from Hellenic Military Academy. The author has contributed to research in topics: Quantitative structure–activity relationship & Cheminformatics. The author has an hindex of 26, co-authored 89 publications receiving 2128 citations. Previous affiliations of Georgia Melagraki include University of Cyprus & National Technical University of Athens.

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Synthesis and evaluation of the antioxidant and anti-inflammatory activity of novel coumarin-3-aminoamides and their alpha-lipoic acid adducts

TL;DR: In the present work a series of novel coumarin-3-carboxamides and their hybrids with the alpha-lipoic acid were designed, synthesized and tested as potent antioxidant and anti-inflammatory agents.
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Ligand-based virtual screening procedure for the prediction and the identification of novel β-amyloid aggregation inhibitors using Kohonen maps and Counterpropagation Artificial Neural Networks.

TL;DR: An in silico model to predict the inhibition of β-amyloid aggregation by small organic molecules is developed and a search for optimized pharmacophore patterns by insertions, substitutions, and ring fusions of pharmacophoric substituents of the main building block scaffolds is described.
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A novel QSAR model for predicting induction of apoptosis by 4-aryl-4H-chromenes.

TL;DR: A linear quantitative structure-activity relationship (QSAR) model is presented for modeling and predicting induction of apoptosis by 4-aryl-4H-chromenes and the domain of applicability which indicates the area of reliable predictions is defined.
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Nanotechnology and artificial intelligence to enable sustainable and precision agriculture.

TL;DR: In this article, the convergence of precision agriculture, in which farmers respond in real-time to changes in crop growth with nanotechnology and artificial intelligence, offers exciting opportunities for sustainable food production.