• Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets 

      Dorn, Márcio; Grisci, Bruno Iochins; Narloch, Pedro Henrique; Feltes, Bruno César; Ávila, Eduardo Muller; Kahmann, Alessandro; Alho, Clarice Sampaio (2021) [Artigo de periódico]
      The Coronavirus pandemic caused by the novel SARS-CoV-2 has significantly impacted human health and the economy, especially in countries struggling with financial resources for medical testing and treatment, such as Brazil’s ...
    • Soluble amyloid-beta isoforms predict downstream Alzheimer’s disease pathology 

      Povala, Guilherme; Bellaver, Bruna; De Bastiani, Marco Antônio; Brum, Wagner Scheeren; Ferreira, Pâmela Cristina Lukasewicz; Bieger, Andrei; Pascoal, Tharick Ali; Benedet, Andréa L.; Souza, Diogo Onofre Gomes de; Araújo, Ricardo Matsumura de; Zatt, Bruno; Rosa Neto, Pedro; Zimmer, Eduardo Rigon (2021) [Artigo de periódico]
      Background: Changes in soluble amyloid-beta (Aβ) levels in cerebrospinal fluid (CSF) are detectable at early preclinical stages of Alzheimer’s disease (AD). However, whether Aβ levels can predict downstream AD pathological ...