Listar por autor "Almeida, João Rafael"

Mostrando ítems 1-5 de 5

    • A Recommender System Based on Cohorts’ Similarity 

      Almeida, João Rafael; Monteiro, Eriksson; Silva, Luís Bastião; Pazos, A.; Oliveira, José Luís (IOS Press, 2020-06-16)
      [Abstract] Aiming to better understand the genetic and environmental associations of Alzheimer's disease, many clinical trials and scientific studies have been conducted. However, these studies are often based on a small ...

    • A Recommender System to Help Refining Clinical Research Studies 

      Almeida, João Rafael; Silva, João Figueira; Matos, Sergio; Pazos, A.; Oliveira, José Luís (IOS Press, 2021-05-01)
      [Abstract] The process of refining the research question in a medical study depends greatly on the current background of the investigated subject. The information found in prior works can directly impact several stages ...

    • Classifying and discovering genomic sequences in metagenomic repositories 

      Silva, Jorge Miguel; Almeida, João Rafael; Oliveira, José Luís (Elsevier B.V., 2023)
      [Abstract]: The taxonomic and functional composition of microbial communities from environmental, agricultural, and therapeutic settings is increasingly being studied using metagenomic methodologies in large-scale genomic ...

    • Enhancing Decision-making Systems with Relevant Patient Information by Leveraging Clinical Notes 

      Almeida, João Rafael; Figueira Silva, Joáo; Pazos, A.; Matos, Sergio; Oliveira, José Luís (Science and Technology Publications, 2020)
      [Abstract] Hospitalised patients suffering from secondary illnesses that require daily medication typically need personalised treatment. Although clinical guidelines were designed considering those circumstances, existing ...

    • Enriching information extraction pipelines in clinical decision support systems 

      Almeida, João Rafael (2023)
      [Resumo] Os estudos sanitarios de múltiples centros son importantes para aumentar a repercusión dos resultados da investigación médica debido ao número de suxeitos que poden participar neles. Para simplificar a execución ...