Publications by authors named "Lucas Ventura"

Apolipoprotein E (ApoE), especially the ApoE4 isotype, is suggested to influence the severity of respiratory viral infections; however, this association is still unclear. The presence of allele ε4 impacts the development of flu-like syndromes. This study aimed to evaluate the impact of the Apo E4 isoform on the severity and duration of flu-like syndromes, including the coronavirus disease COVID-19.

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Article Synopsis
  • Identifying biomarkers for COVID-19 outcomes is essential for better managing high-risk patients and improving survival chances, particularly through early antiviral medication administration.
  • A study involving 297 COVID-19 patients in Belo Horizonte, Brazil, explored the relationship between hematological parameters and disease severity using statistical analysis and machine learning.
  • Findings indicate that monocyte percentage and granulocyte-to-lymphocyte ratio can effectively predict hospitalization risk, making these simple blood test parameters valuable tools for managing treatment in various healthcare settings.
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Composed Image Retrieval (CoIR) has recently gained popularity as a task that considers both text and image queries together, to search for relevant images in a database. Most CoIR approaches require manually annotated datasets, comprising image-text-image triplets, where the text describes a modification from the query image to the target image. However, manual curation of CoIR triplets is expensive and prevents scalability.

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Risk factors for the development of severe COVID-19 include several comorbidities, but age was the most striking one since elderly people were disproportionately affected by SARS-CoV-2 infection. Among the reasons for this markedly unfavorable response in the elderly, immunosenescence and inflammaging appear as major drivers of this outcome. A finding that was also notable was that hospitalized patients with severe COVID-19 have an accumulation of senescent T cells, suggesting that immunosenescence may be aggravated by SARS-CoV-2 infection.

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