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scopus(3)
A multi-objective approach for anti-osteosarcoma cancer agents discovery through drug repurposing
ArticleAbstract: Osteosarcoma is the most common type of primary malignant bone tumor. Although nowadays 5-year surviPalabras claves:Drug repositioning, Machine Learning, Multi-objective model, Osteosarcoma, virtual screeningAutores:Alejandro Cabrera-Andrade, Andrés López-Cortés, Eduardo Tejera, Gabriela Fernanda Jaramillo-Koupermann, González‐díaz H., Munteanu C.R., Sierra A.P., Yunierkis Perez-CastilloFuentes:scopusPtml multi-label algorithms: Models, software, and applications
ReviewAbstract: By combining Machine Learning (ML) methods with Perturbation Theory (PT), it is possi-ble to developPalabras claves:Cheminformatics, Drug Discovery, Large data sets, Machine Learning, Multi-target models, perturbation theory, PTMLAutores:Arrasate S., Bediaga H., Bernabé Ortega-Tenezaca, Collados J., González‐díaz H., Madariaga G., Munteanu C.R., Natalia Dias Soeiro Cordeiro M., Quevedo‐tumailli V.Fuentes:scopusPrediction of compound-target interaction using several artificial intelligence algorithms and comparison with a consensus-based strategy
ArticleAbstract: For understanding a chemical compound’s mechanism of action and its side effects, as well as for druPalabras claves:Ligan-based modeling, Machine Learning, QSAR, Target fishing, Target identificationAutores:Eduardo Tejera, Karina Beatríz Jimenes-Vargas, Munteanu C.R., Sierra A.P., Yunierkis Perez-CastilloFuentes:scopus