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3D-QSARpy: Combining variable selection strategies and machine learning techniques to build QSAR models

Silverio, Priscilla Suene de Santana Nogueira; Viana, Jéssika de Oliveira; Barbosa, Euzébio Guimarães.
Braz. J. Pharm. Sci. (Online); 59 (), 2023
Abstract Quantitative Structure-Activity Relationship (QSAR) is a computer-aided technology in the field of medicinal chemistry that seeks to clarify the relationships between molecular structures and their biological activities. Such technologies allow for the acceleration of the development of new comp...
Relación Estructura-Actividad Cuantitativa, Diseño de Fármacos, Aprendizaje Automático/clasificación, Costos y Análisis de Costo/clasificación, ddcs0296530, Necesidades y Demandas de Servicios de Salud/clasificación, d0153940, d0026260
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Advancements in artificial intelligence and machine learning in revolutionising biomarker discovery

Raikar, Gokuldas (Vedant) Sarvesh; Raikar, Amisha Sarvesh; Somnache, Sandesh Narayan.
Braz. J. Pharm. Sci. (Online); 59 (), 2023
Abstract The article explores the significance of biomarkers in clinical research and the advantages of utilizing artificial intelligence (AI) and machine learning (ML) in the discovery process. Biomarkers provide a more comprehensive understanding of disease progression and response to therapy compared ...
Inteligencia Artificial/clasificación, Biomarcadores/análisis, Aprendizaje Automático/clasificación, Multiómica/instrumentación, Algoritmos
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A map of neutrophil granules by proteomics

Freitas, Gabrielly Alexandria de Moura.
Neutrophils are polymorphonuclear leukocytes that play a key role in the organism defense. These cells enroll in a range of actions to ensure pathogen elimination and orchestrate both innate and adaptative immune responses. The main physiological structures of neutrophils are their storage organelles tha...
Neutrófilos/clasificación, Proteómica/instrumentación, Aprendizaje Automático/clasificación, Cavitación, Espectrometría de Masas/métodos, Fosfatasa Alcalina/efectos adversos, Gelatinasas/análisis, Metodología como un Tema, Western Blotting/instrumentación
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