• 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 ...
    • Bioinformatic approaches for identification of epigenetic profiles in neuropathology processes 

      Alfonso Pérez, Gerardo (Universidad de Córdoba, UCOPress, 2022)
      Degenerative neurological diseases, such as Alzheimer, Multiple Sclerosis or Huntington Disease, are illnesses that are not well-known while at the same time having a significant impact on the quality of life of the ...
    • Neural Network Aided Detection of Huntington Disease 

      Alfonso Pérez, Gerardo; Caballero-Villarraso, Javier (MDPI, 2022)
      Huntington Disease (HD) is a degenerative neurological disease that causes a significant impact on the quality of life of the patient and eventually death. In this paper we present an approach to create a biomarker using ...