Search Results - "de M Barbosa, Raquel"
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Deepvirusclassifier: a deep learning tool for classifying SARS-CoV-2 based on viral subtypes within the coronaviridae family
Published in BMC bioinformatics (05-07-2024)“…In this study, we present DeepVirusClassifier, a tool capable of accurately classifying Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) viral…”
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New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning
Published in BMC bioinformatics (11-03-2023)“…In December 2019, the first case of COVID-19 was described in Wuhan, China, and by July 2022, there were already 540 million confirmed cases. Due to the rapid…”
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Convolutional Neural Network Applied to SARS-CoV-2 Sequence Classification
Published in Sensors (Basel, Switzerland) (31-07-2022)“…COVID-19, the illness caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus belonging to the family, a single-strand positive-sense…”
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Proposal of the CAD System for Melanoma Detection Using Reconfigurable Computing
Published in Sensors (Basel, Switzerland) (03-06-2020)“…This work proposes dedicated hardware to real-time cancer detection using Field-Programmable Gate Arrays (FPGA). The presented hardware combines a Multilayer…”
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Lipid-polymeric films: composition, production and applications in wound healing and skin repair
Published in Pharmaceutics (04-08-2021)“…The use of lipids in the composition of polymeric-based films for topical administration of bioactive ingredients is a recent research topic; while few…”
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Solid Lipid Nanoparticles for Dibucaine Sustained Release
Published in Pharmaceutics (14-11-2018)“…Dibucaine (DBC) is among the more potent long-acting local anesthetics (LA), and it is also one of the most toxic. Over the last decades, solid lipid…”
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Production Technologies, Regulatory Parameters, and Quality Control of Vaccine Vectors for Veterinary Use
Published in Technologies (Basel) (01-10-2022)“…This paper presents a comprehensive review of the main types of vaccines approaching production technology, regulatory parameters, and the quality control of…”
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Unsupervised Learning Applied to the Stratification of Preterm Birth Risk in Brazil with Socioeconomic Data
Published in International journal of environmental research and public health (05-05-2022)“…Preterm birth (PTB) is a phenomenon that brings risks and challenges for the survival of the newborn child. Despite many advances in research, not all the…”
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Chaos game representation dataset of SARS-CoV-2 genome
Published in Data in brief (01-06-2020)“…As of April 16, 2020, the novel coronavirus disease (called COVID-19) spread to more than 185 countries/regions with more than 142,000 deaths and more than…”
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SARS-CoV-2 virus classification based on stacked sparse autoencoder
Published in Computational and structural biotechnology journal (01-01-2023)“…[Display omitted] Since December 2019, the world has been intensely affected by the COVID-19 pandemic, caused by the SARS-CoV-2. In the case of a novel virus…”
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Data stream dataset of SARS-CoV-2 genome
Published in Data in brief (01-08-2020)“…As of May 25, 2020, the novel coronavirus disease (called COVID-19) spread to more than 185 countries/regions with more than 348,000 deaths and more than…”
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Development and Characterization of Aloe vera Mucilaginous-Based Hydrogels for Psoriasis Treatment
Published in Journal of composites science (01-08-2022)“…The Aloe vera (L.) Burman f. pulp extract (AE), obtained from the inner parts of Aloe vera leaves, is rich in polysaccharides, including glucomannans,…”
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Utilizing chaos game representation for enhanced classification of SARS-CoV-2 variants with stacked sparse autoencoders
Published in Neural computing & applications (01-11-2024)“…Since the beginning of the COVID-19 pandemic, the World Health Organization (WHO) has been tracking SARS-CoV-2 mutations. The SARS-CoV-2 consistently mutated…”
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Loading of 5-aminosalicylic in solid lipid microparticles (SLM): Solubility screening of lipid excipients and physicochemical characterization
Published in Journal of thermal analysis and calorimetry (2020)“…5-Aminosalicylic acid (5-ASA), the active moiety of sulphasalazine, is the most commonly used drug for treating patients with inflammatory bowel disease (IBD)…”
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Loading of 5-aminosalicylic in solid lipid microparticles
Published in Journal of thermal analysis and calorimetry (01-01-2020)“…5-Aminosalicylic acid (5-ASA), the active moiety of sulphasalazine, is the most commonly used drug for treating patients with inflammatory bowel disease (IBD)…”
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New Machine Learning Approach for the Optimization of Nano-Hybrid Formulations
Published in Nanomanufacturing (18-07-2022)“…Nano-hybrid systems are products of interactions between organic and inorganic materials designed and planned to develop drug delivery platforms that can be…”
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