•  1
    One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process
    with Alberto Leira, Esteban Jove, Jose M. Gonzalez-Cava, José-Luis Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Svetlana Simić, Juan-Albino Méndez-Pérez, and José Luis Calvo-Rolle
    Logic Journal of the IGPL. forthcoming.
    Closed-loop administration of propofol for the control of hypnosis in anesthesia has evidenced an outperformance when comparing it with manual administration in terms of drug consumption and post-operative recovery of patients. Unlike other systems, the success of this strategy lies on the availability of a feedback variable capable of quantifying the current hypnotic state of the patient. However, the appearance of anomalies during the anesthetic process may result in inaccurate actions of the …Read more