• Electronic Health Records Exploitation Using Artificial Intelligence Techniques 

      Guerra Tort, Carla; Aguiar-Pulido, Vanessa; Suárez-Ulloa, Victoria; Docampo Boedo, Francisco; López Gestal, José Manuel; Pereira-Loureiro, Javier (MDPI, 2020-09-09)
      [Abstract] The exploitation of electronic health records (EHRs) has multiple utilities, from predictive tasks and clinical decision support to pattern recognition. Artificial Intelligence (AI) allows to extract knowledge ...
    • Training of Machine Learning Models for Recurrence Prediction in Patients with Respiratory Pathologies 

      Molinero-Rodríguez, Ainhoa; Guerra Tort, Carla; Suárez Ulloa, Victoria; López Gestal, José Manuel; Pereira-Loureiro, Javier; Aguiar-Pulido, Vanessa (MDPI, 2021-10-13)
      [Abstract] Information extracted from electronic health records (EHRs) is used for predictive tasks and clinical pattern recognition. Machine learning techniques also allow the extraction of knowledge from EHR. This study ...