• Alzheimer Identification through DNA Methylation and Artificial Intelligence Techniques 

      Alfonso Pérez, Gerardo; Caballero-Villarraso, Javier (MDPI, 2021)
      A nonlinear approach to identifying combinations of CpGs DNA methylation data, as biomarkers for Alzheimer (AD) disease, is presented in this paper. It will be shown that the presented algorithm can substantially reduce ...
    • An Entropy Approach to Multiple Sclerosis Identification 

      Alfonso Pérez, Gerardo; Caballero-Villarraso, Javier (MDPI, 2022)
      Multiple sclerosis (MS) is a relatively common neurodegenerative illness that frequently causes a large level of disability in patients. While its cause is not fully understood, it is likely due to a combination of genetic ...