Opin vísindi

Browsing by Author "Cesarelli, Mario"

Browsing by Author "Cesarelli, Mario"

Sort by: Order: Results:

  • Icon
    Linear discriminant analysis and principal component analysis to predict coronary artery disease 
    Ricciardi, Carlo; Valente, Antonio Saverio; Edmunds, Kyle; Cantoni, Valeria; Green, Roberta; Fiorillo, Antonella; Picone, Ilaria; Santini, Stefania; Cesarelli, Mario (SAGE Publications, 2020-01)
    Coronary artery disease is one of the most prevalent chronic pathologies in the modern world, leading to the deaths of thousands of people, both in the United States and in Europe. This article reports the use of data mining techniques to analyse a ...
  • Icon
    sEMG Spectral Analysis and Machine Learning Algorithms Are Able to Discriminate Biomechanical Risk Classes Associated with Manual Material Liftings 
    Donisi, Leandro; Jacob, Deborah; Guerrini, Lorena; Prisco, Giuseppe; Esposito, Fabrizio; Cesarelli, Mario; Amato, Francesco; Gargiulo, Paolo (2023-09-20)
    Manual material handling and load lifting are activities that can cause work-related musculoskeletal disorders. For this reason, the National Institute for Occupational Safety and Health proposed an equation depending on the following parameters: ...
  • Icon
    Towards defining biomarkers to evaluate concussions using virtual reality and a moving platform (BioVRSea) 
    Jacob, Deborah Cecelia Rose; Unnsteinsdóttir Kristensen, Ingunn S.; Aubonnet, Romain; Recenti, Marco; Donisi, Leandro; Ricciardi, Carlo; Svansson, Halldór Á.R.; Agnarsdóttir, Sólveig; Colacino, Andrea; Jónsdóttir, María Kristín; Kristjánsdóttir, Hafrún; Sigurjónsdóttir, Helga Ágústa; Cesarelli, Mario; Claessen, Lára Ósk Eggertsdóttir; Hassan, Mahmoud; Petersen, Hannes; Gargiulo, Paolo (2022-05-30)
    Current diagnosis of concussion relies on self-reported symptoms and medical records rather than objective biomarkers. This work uses a novel measurement setup called BioVRSea to quantify concussion status. The paradigm is based on brain and muscle ...